Ultra-Low Latency Speech Enhancement -A Comprehensive Study
Haibin Wu, Sebastian Braun
2025 International Conference on Acoustics, Speech, and Signal Processing | April 2025
Return to Microsoft Research Lab – Redmond
Audio and Acoustics Research Group
Publications
Publications by Year
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Whispering Wearables: Multimodal Approach to Silent Speech Recognition with Head-Worn Devices
Tanmay Srivastava, R. Michael Winters, Yu-Te Wang, Thomas M. Gable, Teresa LaScala, Ivan Tashev
International Conference on Multimodal Interaction | November 2024
CMMD: Contrastive Multi-Modal Diffusion for Video-Audio Conditional Modeling
Ruihan Yang, Hannes Gamper, Sebastian Braun
AVGenL: Audio-Visual Generation and Learning (workshop at ECCV 2024) | September 2024
Domain mismatch and data augmentation in speech emotion recognition
Dimitra Emmanouilidou, Hannes Gamper, Midia Yousefi
SMM24, Interspeech Workshop on Speech, Music and Mind 2024 | September 2024
Gaussian Flow Bridges for Audio Domain Transfer with Unpaired Data
Eloi Moliner, Sebastian Braun, Hannes Gamper
International Workshop on Acoustic Signal Enhancement (IWAENC) 2024 | September 2024
Multi-label audio classification with a noisy zero-shot teacher
Sebastian Braun, Hannes Gamper
International Workshop on Acoustic Signal Enhancement (IWAENC) | September 2024
Workload estimator using EEG and eye-tracking
Ivan Tashev, Christine Beauchene, R. Michael Winters, Yu Te Wang, David Johnston, Nathaniel Bridges, Justin R. Estepp
EMBC 2024 | July 2024
Evaluating the Feasibility of Visual Imagery for an EEG-Based Brain–Computer Interface
Justin Kilmarx, Ivan Tashev, José del R. Millán, James Sulzer, Jarrod Lewis-Peacock
IEEE Transactions on Neural Systems and Rehabilitation Engineering | June 2024, Vol 32: pp. 2209-2219
Adapting Frechet Audio Distance for Generative Music Evaluation
Azalea Gui, Hannes Gamper, Sebastian Braun, Dimitra Emmanouilidou
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | April 2024
Best student paper award at IEEE ICASSP 2024
Training Audio Captioning Models without Audio
Soham Deshmukh, Benjamin Elizalde, Dimitra Emmanouilidou, Bhiksha Raj, Rita Singh, Huaming Wang
2024 International Conference on Acoustics, Speech, and Signal Processing | April 2024
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Data Science Education: The Signal Processing Perspective [SP Education]
Sharon Gannot, Zheng-Hua Tan, Martin Haardt, Nancy F. Chen, Hoi-To Wai, Ivan Tashev, Walter Kellermann, Justin Dauwels
IEEE Signal Processing Magazine | November 2023, Vol 40(7): pp. 89-93
TongueTap: Multimodal Tongue Gesture Recognition with Head-Worn Devices
Tan Gemicioglu, R. Michael Winters, Yu-Te Wang, Thomas M. Gable, Ivan Tashev
25th ACM International Conference on Multimodal Interaction | October 2023
Spatio-Temporal Windowing for Encoding Perceptually Salient Early Reflections in Parametric Spatial Audio Rendering
Tobias Jüterbock, Fabian Brinkmann, Hannes Gamper, Nikunj Raghuvanshi, Stefan Weinzierl
Journal of the Audio Engineering Society | October 2023, Vol 71(10)
Adaptive Training System
Ivan Tashev, R. Michael Winters, Yu-Te Wang, David Johnston, Nathaniel Bridges
RAPiD | September 2023
Towards a Better Scoring
Ivan Tashev, R. Michael Winters, Yu-Te Wang, David Johnston, Justin Estepp, Nathaniel Bridges
RAPiD | September 2023
Multi-View Learning for Speech Emotion Recognition
Daniel Tompkins, Dimitra Emmanouilidou, Soham Deshmukh, Benjamin Elizalde
International Conference on Acoustics, Speech and Signal Processing | June 2023
Speech MOS multi-task learning and rater bias correction
Haleh Akrami, Hannes Gamper
IEEE ICASSP | June 2023
Towards Real-Time Single-Channel Speech Separation in Noisy and Reverberant Environments
Julian Neri, Sebastian Braun
2023 International Conference on Acoustics, Speech, and Signal Processing | June 2023
Gaze & Tongue: A Subtle, Hands-Free Interaction for Head-Worn Devices
Tan Gemicioglu, R. Michael Winters, Yu-Te Wang, Thom Gable, Ann Paradiso, Ivan Tashev
CHI EA ’23: Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems | April 2023
Finalist – Best Interactivity Demo
On the Effect of Size and Contrast of the SSVEP Visual Stimuations on Classification Accuracy and User-Friendliness in Virtual Reality
Hakim Si-Mohammed, Christian Holz, Andrew D. Wilson, Hannes Gamper, Adrian KC Lee, Dimitra Emmanouilidou, Ed Cutrell, Ivan Tashev
International Winter Conference on Brain-Computer Interface | February 2023
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Acoustics as a guide to welding quality
The Journal of the Acoustical Society of America | December 2022, Vol 152(4): pp. A142
Spatial audio signal processing for binaural reproduction of recorded acoustic scenes – review and challenges
Boaz Rafaely, Vladimir Tourbabin, Emanuel Habets, Zamir Ben-Hur, Hyunkook Lee, Hannes Gamper, Lior Arbel, Lachlan Birnie, Thushara Abhayapala, Prasanga Samarasinghe
Acta Acustica | October 2022, Vol 6
Large-scale simulation of bird localization systems in forests with distributed microphone arrays
Shoken Kaneko, Hannes Gamper
JASA | October 2022, Vol 2(10)
Modelling the Training Process
Ivan Tashev, R. Michael Winters, Yu-Te Wang, David Johnston, Alexander Reyes, Justin Estepp
IEEE RAPiD | September 2022
Predicting score distribution to improve non-intrusive speech quality estimation
Abu Zaher Md Faridee, Hannes Gamper
Interspeech | September 2022
Task splitting for DNN-based acoustic echo and noise removal
Sebastian Braun, Maria Luis Valero
IWAENC | September 2022
Towards all-purpose full-sphere binaural localization
Shoken Kaneko, Hannes Gamper
IEEE Eusipco | August 2022
Toxic Speech and Speech Emotions: Investigations of Audio-based Modeling and Intercorrelations
Wei-Cheng Lin, Dimitra Emmanouilidou
European Signal Processing Conference (EUSIPCO) | August 2022
Effect of Noise Suppression Losses on Speech Distortion and ASR Performance
Sebastian Braun, Hannes Gamper
ICASSP | May 2022
ICASSP 2022 Acoustic Echo Cancellation Challenge
Ross Cutler, Ando Saabas, Tanel Parnamaa, Marju Purin, Hannes Gamper, Sebastian Braun, Karsten Sorensen, Robert Aichner
ICASSP | May 2022
ICASSP 2022 Deep Noise Suppression Challenge
Harishchandra Dubey, Vishak Gopal, Ross Cutler, Ashkan Aazami, Sergiy Matusevych, Sebastian Braun, Sefik Emre Eskimez, Manthan Thakker, Takuya Yoshioka, Hannes Gamper, Robert Aichner
ICASSP | May 2022
Investigating Visual Imagery as a BCI Control Strategy: A Pilot Study
Justin Kilmarx, Hannes Gamper, Dimitra Emmanouilidou, David Johnston, Ed Cutrell, Andrew D. Wilson, Ivan Tashev
February 2022
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Detection of Robocall and Spam Calls using Acoustic Features of Incoming Voicemails
Benjamin Elizalde, Dimitra Emmanouilidou
Proc. Mtgs. Acoust | December 2021
Audio-Based SPAM Call Detection
Benjamin M Elizalde , Dimitra Emmanouilidou
The Journal of the Acoustical Society of America | December 2021, Vol 150(4): pp. A357-A357
Acoustical Society of America
Sound Capture and Speech Enhancement for Speech-Enabled Devices
December 2021
A Fast Forest Reverberator Using Single Scattering Cylinders
Shoken Kaneko, Hannes Gamper
IEEE MMSP | October 2021
Low complexity online convolutional beamforming
Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) | October 2021
Audio-based Toxic Language Classification using Self-attentive Convolutional Neural Network
Midia Yousefi, Dimitra Emmanouilidou
2021 29th European Signal Processing Conference (EUSIPCO) | August 2021
INTERSPEECH 2021 Acoustic Echo Cancellation Challenge
Ross Cutler, Ando Saabas, Tanel Panarmaa, Markus Loide, Sten Sootla, Marju Purin, Hannes Gamper, Sebastian Braun, Robert Aichner, Sriram Srinivasan
Interspeech 2021 | August 2021
On training targets for noise-robust voice activity detection
European Signal Processing Conference (EUSIPCO) | August 2021
A Consolidated View of Loss Functions for Supervised Deep Learning-based Speech Enhancement
International Conference on Telecommunications and Signal Processing | July 2021
DBNET: DOA-driven beamforming network for end-to-end farfield sound source separation
Ali Aroudi, Sebastian Braun
2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | June 2021
ICASSP 2021 Acoustic Echo Cancellation Challenge: Datasets, Testing Framework, and Results
Kusha Sridhar, Ross Cutler, Ando Saabas, Tanel Parnamaa, Markus Loide, Hannes Gamper, Sebastian Braun, Robert Aichner, Sriram Srinivasan
2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | June 2021
ICASSP 2021 Deep Noise Suppression Challenge
Chandan K A Reddy, Harishchandra Dubey, Vishak Gopal, Ross Cutler, Sebastian Braun, Hannes Gamper, Robert Aichner, Sriram Srinivasan
2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | June 2021
Towards Efficient Models for Real-Time Deep Noise Suppression
Sebastian Braun, Hannes Gamper, Chandan K A Reddy, Ivan Tashev
2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | June 2021
Decoding Music Attention from “EEG Headphones”: A User-Friendly Auditory Brain-Computer Interface
Winko W. An, Barbara Shinn-Cunningham, Hannes Gamper, Dimitra Emmanouilidou, David Johnston, Mihai Jalobeanu, Ed Cutrell, Andrew D. Wilson, Kuan-Jung Chiang, Ivan Tashev
ICASSP 2021 | June 2021
A Closed-loop Adaptive Brain-computer Interface Framework: Improving the Classifier with the Use of Error-related Potentials
Kuan-Jung Chiang, Dimitra Emmanouilidou, Hannes Gamper, David Johnston, Mihai Jalobeanu, Ed Cutrell, Andrew D. Wilson, Winko An, Ivan Tashev
International IEEE/EMBS Conference on Neural Engineering | May 2021
Can You Hear My Heartbeat?: Hearing an Expressive Biosignal Elicits Empathy
R. Michael Winters, Bruce N. Walker, Grace Leslie
2021 Human Factors in Computing Systems | May 2021
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The INTERSPEECH 2020 Deep Noise Suppression Challenge: Datasets, Subjective Testing Framework, and Challenge Results
Chandan K. A. Reddy, Vishak Gopal, Ross Cutler, Ebrahim Beyrami, Roger Cheng, Harishchandra Dubey, Sergiy Matusevych, Robert Aichner, Ashkan Aazami, Sebastian Braun, Puneet Rana, Sriram Srinivasan, Johannes Gehrke
Interspeech | October 2020
Data augmentation and loss normalization for deep noise suppression
International Conference on Speech and Computer (SPECOM) | October 2020
Blind C50 estimation from single-channel speech using a convolutional neural network
Proc. IEEE Int. Workshop Multimedia Signal Processing (MMSP) | September 2020
Anthropometric Features Estimation Using Integrated Sensors on a Headphone for HRTF Personalization
Md Tamzeed Islam, Ivan Tashev
2020 AES INTERNATIONAL CONFERENCE ON AUDIO FOR VIRTUAL AND AUGMENTED REALITY | August 2020
Sentiment Detection from Speech Recognition Output
Ivan Tashev, Dimitra Emmanouilidou
Engineering Sciences | July 2020, Vol LVII(2)
Towards encoding perceptually salient early reflections for parametric spatial audio rendering
Fabian Brinkmann, Hannes Gamper, Nikunj Raghuvanshi, Ivan Tashev
AES convention | June 2020
Joint beamforming and reverberation cancellation using a constrained Kalman filter with multichannel linear prediction
Sahar Hashemgeloogerdi, Sebastian Braun
International Conference on Acoustics, Speech and Audio Processing (ICASSP) | May 2020
Predicting Word Error Rate for Reverberant Speech
Hannes Gamper, Dimitra Emmanouilidou, Sebastian Braun, Ivan Tashev
International Conference on Acoustics, Speech and Signal Processing (ICASSP) | May 2020
Supervised Deep Hashing for Efficient Audio Event Retrieval
Arindam Jati, Dimitra Emmanouilidou
2020 International Conference on Acoustics, Speech, and Signal Processing | May 2020
Weighted Speech Distortion Losses for Neural-Network-Based Real-Time Speech Enhancement
Yangyang Xia, Sebastian Braun, Chandan K. A. Reddy, Harishchandra Dubey, Ross Cutler, Ivan Tashev
International Conference on Acoustics, Speech and Signal Processing (ICASSP) | May 2020
Stress Monitoring using Multimodal Bio-sensing Headset
Joong Hoon Lee, Hannes Gamper, Ivan Tashev, Steven Dong, Siyuan Ma, Jacquelin Remaley, James D. Holbery, Sang Ho Yoon
CHI Conference on Human Factors in Computing Systems Extended Abstracts (CHI’20 Extended Abstracts) | April 2020
Decoding auditory and tactile attention for use in an EEG-based brain-computer interface
Winko W. An, Hakim Si-Mohammed, Nicholas Huang, Hannes Gamper, Adrian KC Lee, Christian Holz, David Johnston, Mihai Jalobeanu, Dimitra Emmanouilidou, Ed Cutrell, Andrew D. Wilson, Ivan Tashev
International Winter Conference on Brain-Computer Interface | February 2020
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Intrusive and Non-Intrusive Perceptual Speech Quality Assessment Using a Convolutional Neural Network
Hannes Gamper, Chandan K A Reddy, Ross Cutler, Ivan Tashev, Johannes Gehrke
IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) | October 2019
Acoustic Localization using Spatial Probability in Noisy and Reverberant Environments
Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) | October 2019
Sentiment Detection from ASR Output
Ivan Tashev, Dimitra Emmanouilidou
International Conference on Information Technologies | September 2019
Capture, representation, and rendering of 3D audio for virtual and augmented reality
International Journal on Information Technologies and Security | September 2019, Vol 11(SP2): pp. 49-62
The effect of room acoustics on audio event classification
Dimitra Emmanouilidou, Hannes Gamper
Proc. 23rd International Congress on Acoustics (ICA) | September 2019
CURE Dataset: Ladder Networks for Audio Event Classification
Harishchandra Dubey, Dimitra Emmanouilidou, Ivan Tashev
2019 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PacRim) | August 2019
Cross Modal Audio Search and Retrieval with Joint Embeddings Based on Text and Audio
Benjamin Martinez, Shuayb Zarar, Bhiksha Raj
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | May 2019
Non-intrusive Speech Quality Assessment Using Neural Networks
Anderson R. Avila, Hannes Gamper, Chandan K. A. Reddy, Ross Cutler, Ivan Tashev, Johannes Gehrke
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2019
A Sparsity Measure for Echo Density Growth in General Environments
Helena Peic Tukuljac, Ville Pulkki, Hannes Gamper, Keith Godin, Ivan Tashev, Nikunj Raghuvanshi
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2019
Blind Room Volume Estimation from Single-channel Noisy Speech
Andrea Genovese, Hannes Gamper, Ville Pulkki, Nikunj Raghuvanshi, Ivan Tashev
Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2019
Directional interference suppression using a spatial relative transfer function feature
International Conference on Acoustics, Speech and Signal Processing | May 2019
Improving Binaural Ambisonics Decoding by Spherical Harmonics Domain Tapering and Coloration Compensation
Christoph Hold, Hannes Gamper, Ville Pulkki, Nikunj Raghuvanshi, Ivan Tashev
Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2019
Spectral manipulation improves elevation perception with non-individualized head-related transfer functions
Vani G. Rajendran, Hannes Gamper
Journal of the Acoustical Society of America (JASA) | March 2019, Vol 145(3): pp. EL222-EL228
Aesthetic Modification of Room Impulse Responses for Interactive Auralization
Keith Godin, Hannes Gamper, Nikunj Raghuvanshi
AES International Conference on Immersive and Interactive Audio | March 2019
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Blind reverberation time estimation using a convolutional neural network
Proc. International Workshop on Acoustic Signal Enhancement (IWAENC) | September 2018
Nominated for best paper award
Convolutional Neural Network Techniques for Speech Emotion Recognition
Srinivas Parthasarathy, Ivan Tashev
International Workshop on Acoustic Signal Enhancement (IWAENC) | September 2018
A Wearable System for Articulated Human Pose Tracking under Uncertainty of Sensor Placement
Xuesu Xiao, Shuayb Zarar
IEEE RAS/EMBS Int. Conf. Biomedical Robotics and Biomechatronics (BioRob) | August 2018
Machine Learning for Placement-insensitive Inertial Motion Capture
Xuesu Xiao, Shuayb Zarar
IEEE Int. Conf. Robotics and Automation (ICRA) | May 2018
Improving the perception of a sound source’s polar angle in mixed reality
May 2018
Acoustical Society of America
Convolutional-Recurrent Neural Networks for Speech Enhancement
Han Zhao, Shuayb Zarar, Ivan Tashev, Chin-Hui Lee
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
Spatial audio feature discovery with convolutional neural networks
Etienne Thuillier, Hannes Gamper, Ivan Tashev
Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | April 2018
Limiting Numerical Precision of Neural Networks to Achieve Real-time Voice Activity Detection
Jong-Hwan Ko, Josh Fromm, Matthai Philipose, Ivan Tashev, Shuayb Zarar
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
A Hybrid Approach to Combining Conventional and Deep Learning Techniques for Single-channel Speech Enhancement and Recognition
Yan-Hui Tu, Ivan Tashev, Shuayb Zarar, Chin-Hui Lee
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
Constrained Convolutional-recurrent Networks to Improve Speech Quality with Low Impact on Recognition Accuracy
Rasool Fakoor, Xiaodong He, Ivan Tashev, Shuayb Zarar
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
Packet Loss Concealment with Recurrent Neural Networks for Wireless Inertial Pose Tracking
Xuesu Xiao, Shuayb Zarar
IEEE Int. Conf. Wearable and Implantable Body Sensor Networks (BSN) | March 2018
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Precision Scaling of Neural Networks for Audio Processing
Jong Hwan Ko, Josh Fromm, Matthai Philipose, Ivan Tashev, Shuayb Zarar
Neural Information Processing Systems (NIPS) | December 2017
Wkshp. on Machine Learning for Audio Signal Processing
Reinforcement Learning To Adapt Speech Enhancement to Instantaneous Input Signal Quality
Rasool Fakoor, Xiaodong He, Ivan Tashev, Shuayb Zarar
Neural Information Processing Systems (NIPS) | December 2017
Wkshp. on Machine Learning for Audio Signal Processing
Comparing Modeled and Measurement-Based Spherical Harmonic Encoding Filters for Spherical Microphone Arrays
Archontis Politis, Hannes Gamper
Proceedings of IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) | October 2017
Head-related transfer function personalization for the needs of spatial audio in mixed and virtual reality
The Journal of the Acoustical Society of America | June 2017, Vol 141
Modelling and estimation of the spatial impulse response in reverberant conditions
Ivan Tashev, Hannes Gamper, Lyle Corbin
June 2017
Acoustical Society of America
Unsupervised Deep Representation Learning to Remove Motion Artifacts in Free-mode Body Sensor Networks
Shuayb Zarar, Ivan Tashev
IEEE Int. Conf. Wearable and Implantable Body Sensor Networks (BSN) | May 2017
A Statistical Approach to Semi-supervised Speech Enhancement with Low-order Non Negative Matrix Factorization
Shuayb Zarar, Ivan Tashev
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | March 2017
Learning Utterance-level Representations for Speech Emotion and Age/Gender Recognition Using Deep Neural Networks
Zhong-Qiu Wang, Ivan Tashev
Proc. ICASSP | March 2017
Ultrasound-based Gesture Recognition
Amit Das, Ivan Tashev, Shuayb Zarar
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | March 2017
Interaural time delay personalisation using incomplete head scans
Hannes Gamper, David Johnston, Ivan Tashev
Proc. ICASSP | March 2017
Cost Function for Sound Source Localization with Arbitrary Microphone Arrays
Ivan Tashev, Long Le, Vani Gopalakrishna, Andrew Lovitt
Proc. HSCMA | March 2017
Clock drift estimation and compensation for asynchronous impulse response measurements
Proc. Workshop on Hands-free Speech Communication and Microphone Arrays (HSCMA) | March 2017
Speech Emotion Recognition based on Gaussian Mixture Models and Deep Neural Networks
Ivan Tashev, Zhong-Qiu Wang, Keith Godin
Proc. ITA | February 2017
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Synthesis of Device-Independent Noise Corpora for Speech Quality Assessment
Hannes Gamper, Lyle Corbin, David Johnston, Ivan Tashev
Proc. International Workshop on Acoustic Signal Enhancement (IWAENC) | September 2016
Inference Remapping for Vehicular Analytics
Victor Bahl, Srikanth Kandula, Ashish Patro, Shuayb Zarar
MSR-TR-2016-1136 | August 2016
Published by Microsoft
Synthesis of Device-Independent Noise Corpora for Realistic ASR Evaluation
Hannes Gamper, Mark R. P. Thomas, Lyle Corbin, Ivan Tashev
Proc. InterSpeech 2016 | August 2016
Measuring the Impact of Memory Errors on Application Performance
Mark Gottscho, Bikash Sharma, Puneet Gupta, Shuayb Zarar, Sriram Govindan, Di Wang
IEEE Computer Architecture Letters (CAL) | August 2016
FXplore: Creating Soft Heterogeneity in Clusters Through BIOS Reconfiguration
Xin Zhang, Shuayb Zarar, Sherief Reda
IEEE/ACM Symp. Cluster, Cloud and Grid Computing (CCGrid) | May 2016
A Causal Speech Enhancement Approach Combining Data-driven Learning and Suppression Rule Estimation
Seyedmahdad Mirsamadi, Ivan Tashev
Proc. InterSpeech 2016 | May 2016
X-Mem: A Cross-platform and Extensible Memory Characterization Tool For the Cloud
Mark Gottscho, Sriram Govindan, Bikash Sharma, Shuayb Zarar, Puneet Gupta
IEEE Symp. Performance Analysis of Systems and Software (ISPASS) | April 2016
Applications of 3D Spherical Transforms To Personalization Of Head-Related Transfer Functions
Archontis Politis, Mark Thomas, Hannes Gamper, Ivan Tashev
Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | March 2016
BFGUI: An Interactive Tool for the Synthesis and Analysis of Microphone Array Beamformers
Mark Thomas, Hannes Gamper, Ivan Tashev
Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | March 2016
DNN-based Causal Voice Activity Detector
Ivan Tashev, Seyedmahdad Mirsamadi
Information Theory and Applications Workshop | February 2016
An Ultra-low Power Always-on Camera Front-end for Posture Detection in Body-worn Cameras Using Restricted Boltzman Machines
Soham Desai, Shuayb Zarar, Arijit Raychowdhury
IEEE Trans. Multi-Scale Computing Systems (TMSCS) | January 2016, Vol 1: pp. 187-194
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Exploiting On-device Image Classification for Energy-efficiency In Ambient-aware Systems
Shuayb Zarar, Swagath Venkataramani, Xian-Sheng Hua, Jie Liu, Jin Li
Springer Mobile Cloud Visual Media Computing (MCVMC) | Published by Springer | 2015 | Springer Mobile Cloud Visual Media Computing (MCVMC) edition
Acoustic Blur Kernel with Sliding Window for Blind Estimation of Reverberation Time
Felicia Lim, Mark R. P. Thomas, Patrick A. Naylor, Ivan Tashev
WASPAA | October 2015
Anthropometric Parameterisation of a Spherical Scatterer ITD Model with Arbitrary Ear Angles
Hannes Gamper, Mark Thomas, Ivan Tashev
Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) | October 2015
A Compressed-sensing Sensor-on-chip Incorporating Statistics Collection to Improve Reconstruction Performance
Vahid Behravan, Shuo Li, Neil Glover, Chia-Hung Chen, Shuayb Zarar, Gabor Temes, Patrick Chiang
IEEE Custom Integrated Circuits Conference (CICC) | September 2015
High-level Feature Representation using Recurrent Neural Network for Speech Emotion Recognition
Jinkyu Lee, Ivan Tashev
Interspeech 2015 | September 2015
An Ultra-low Power, “Always-on” Camera Front-end for Posture Detection in Body Worn Cameras Using Restricted Boltzman Machines
Soham Desai, Shuayb Zarar, Arijit Raychowdhury
IEEE Symposium on Low Power Electronic Design (ISLPED) | June 2015
Rate-Adaptive Compressed-Sensing and Sparsity Variance of Biomedical Signals
Vahid Behravan, Neil E. Glover, Rutger Farry, Shuayb Zarar, Patrick Y. Chiang
IEEE Int. Conf. Wearable and Implantable Body Sensor Networks (BSN) | June 2015
Scalable-effort Classifiers for Energy-efficient Machine Learning
Swagath Venkataramani, Anand Raghunathan, Jie Liu, Shuayb Zarar
IEEE/ACM Design Automation Conference (DAC) | June 2015
Dereverberation Sweet Spot Dilation with Combined Channel Equalization and Beamforming
Mark Thomas, Hannes Gamper, Ivan Tashev
IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP) | April 2015
Estimation of Multipath Propagation Delays and Interaural Time Differences from 3-D Head Scans
Hannes Gamper, Mark Thomas, Ivan Tashev
IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP) | April 2015
Blur Kernel Estimation Approach to Blind Reverberation Time Estimation
Mark Thomas, Ivan Tashev
IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP) | April 2015
SAPPHIRE: An Always-on Context-aware Computer Vision System for Portable Devices
Swagath Venkataramani, Victor Bahl, Xian-Sheng Hua, Jie Liu, Jin Li, Bodhi Priyantha, Matthai Philipose, Shuayb Zarar
IEEE/ACM Conf. Design Automation and Test in Europe (DATE) | March 2015
Assisted Listening Using a Headset
Hannes Gamper, A. Franck, J. Rämö, L. Savioja, V. Välimäki
IEEE Signal Processing Magazine | March 2015
(accepted for publication)
Offline Voice Activity Detector Using Speech Supergaussianity
Information Theory and Applications Workshop | February 2015
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Energy Scaling in Multi-tiered Sensing Systems Through Compressive Sensing
Shuayb Zarar, Jie Liu, Matthai Philipose
IEEE Custom Integrated Circuits Conference (CICC) | September 2014
Best paper award nomination
Optimal Beamforming as a Time Domain Equalization Problem with Applications to Room Acoustics
Mark Thomas, Ivan Tashev, Felicia Lim, Patrick A. Naylor
IWAENC | September 2014
Speech Emotion Recognition Using Deep Neural Network and Extreme Learning Machine
Kun Han, Dong Yu, Ivan Tashev
Interspeech 2014 | September 2014
Technological Trends in Natural User Interfaces
“Human-Computer Interaction: Present and Future Trends”, P Montuschi, A Sanna, F Lamberti, and G Paravati, eds. | Published by IEEE – Institute of Electrical and Electronics Engineers | 2014
P Montuschi, A Sanna, F Lamberti, and G Paravati, "Human-Computer Interaction: Present and Future Trends," Computing Now, vol. 7, no. 9, September 2014, IEEE Computer Society [online]; http://www.computer.org/portal/web/computingnow/archive/september2014.
Application of Measured Directivity Patterns to Acoustic Array Processing
Mark Thomas
May 2014
Hardware and Algorithms for Ultrasonic Depth Imaging
Ivan Dokmanic, Ivan Tashev
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2014
A Method for Converting Between Cylindrical and Spherical Harmonic Representations of Sound Fields
Mark Thomas, Jens Ahrens, Ivan Tashev
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2014
HRTF Magnitude Synthesis via Sparse Representation of Anthropometric Features
Piotr Bilinski, Jens Ahrens, Mark R.P. Thomas, Ivan Tashev, John C. Platt
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2014
Enabling technologies for audio augmented reality systems
H. Gamper, Hannes Gamper
May 2014
PhD Thesis: Aalto University, Finland | May 2014
Daredevil: Indoor Location Using Sound
Ionut Constandache, Sharad Agarwal, Ivan Tashev, Romit Roy Choudhury
ACM Mobile Computing and Communications Review (MC2R) | April 2014
Signal Processing With Direct Computations on Compressively Sensed Data
Shuayb Zarar, Niraj K. Jha, Naveen Verma
IEEE Trans. Very Large Scale Integration (VLSI) Systems | February 2014, Vol 23(1): pp. 30-43
HRTF Phase Synthesis via Sparse Representation of Anthropometric Features
Information Theory and Applications Workshop | February 2014
A 0.6–107 µW Energy-Scalable Processor for Directly Analyzing Compressively-Sensed EEG
Shuayb Zarar, Kyong Ho Lee, Niraj K Jha, Naveen Verma
IEEE Trans. Circuits and Systems (TCAS) – I: Regular Papers | January 2014, Vol 61: pp. 1105-1118
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Efficient Implementation of the Spectral Division Method for Arbitrary Virtual Sound Fields
Jens Ahrens, Mark Thomas, Ivan Tashev
Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics | October 2013
Gentle Acoustic Crosstalk Cancelation Using the Spectral Division Method and Ambiophonics
Jens Ahrens, Mark Thomas, Ivan Tashev
Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics | October 2013
Algorithm-driven Architectural Design Space Exploration of Domain-specific Medical-sensor Processors
Shuayb Zarar, Niraj K. Jha, Naveen Verma
IEEE Trans. Very Large Scale Integration (VLSI) Systems | September 2013, Vol 21: pp. 1849-1862
Design of Energy-efficient Sensing Systems with Direct Computations on Compressively-sensed Data
Shuayb Zarar
September 2013
PhD Thesis: Princeton University, Princeton NJ | September 2013
Kinect Development Kit: A Toolkit for Gesture- and Speech-Based Human-Machine Interaction
Signal Processing Magazine | September 2013
Data Driven Suppression Rule for Speech Enhancement
Ivan Tashev, Malcolm Slaney
Information Theory and Applications Workshop | February 2013
Sound sample detection and numerosity estimation using auditory display
Hannes Gamper, Christina Dicke, Mark Billinghurst, Kai Puolamäki
ACM Transactions on Applied Perception | February 2013, Vol 10
http://doi.acm.org/10.1145/2422105.2422109
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Microphone Array Processing for Distant Speech Recognition: Towards Real-World Deployment
Kenichi Kumatani, Takayuki Arakawa, Kazumasa Yamamoto, John McDonough, Bhiksha Raj, Rita Singh, Ivan Tashev
APSIPA Annual Summit and Conference | December 2012
HRTF Magnitude Modeling Using a Non-Regularized Least-Squares Fit of Spherical Harmonics Coefficients on Incomplete Data
Jens Ahrens, Mark Thomas, Ivan Tashev
APSIPA Annual Summit and Conference | December 2012
Beamformer Design Using Measured Microphone Directivity Patterns: Robustness to Modelling Error
Jens Ahrens, Ivan Tashev, Mark Thomas
APSIPA Annual Summit and Conference | December 2012
GeoBoids: A Mobile AR Application for Exergaming
R. W. Lindeman, G. Lee, L. Beattie, H. Gamper, R. Pathinarupothi, A. Akhilesh, Hannes Gamper
Proc. Int. Symp. Mixed and Augmented Reality (ISMAR) | November 2012
A Compressed-domain Processor for Seizure Detection to Simultaneously Reduce Computation and Communication Energy
Shuayb Zarar, Niraj K. Jha, Naveen Verma
IEEE Custom Integrated Circuits Conference (CICC) | September 2012
Optimal 3D Beamforming Using Measured Microphone Directivity Patterns
Mark Thomas, Jens Ahrens, Ivan Tashev
Proc. Intl. Workshop Acoust. Signal Enhancement (IWAENC) | September 2012
Coherence Based Double Talk Detector with Soft Decision
IEEE International Confrence on Acoustics, Speech, and Signal Processing (ICASSP) | March 2012
A Closed-loop System for Artifact Mitigation in Ambulatory Electrocardiogram Monitoring
Shuayb Zarar, Gene Marsh, Harinath Garudadri, Somdeb Majumdar
IEEE/ACM Conf. Design Automation and Test in Europe (DATE) | March 2012
Enabling Advanced Inference on Sensor Nodes Through Direct Use of Compressively Sensed Signals
Shuayb Zarar, Niraj K. Jha, Naveen Verma
IEEE Conf. Design Automation and Test in Europe (DATE) | March 2012
Optimizing Kinect: Audio and Acoustics (keynote)
Inormation Technologies and Applications Workshop | February 2012
Concepts in Genetic System Design: Optimal and Reliable Methods
Shuayb Zarar
Published by LAP LAMBERT Academic Publishing | January 2012
ISBN: 978-3-8473-3169-8
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Reclaiming the White Spaces: Spectrum Efficient Coexistence with Primary Users
George Nychis, Ranveer Chandra, Thomas Moscibroda, Ivan Tashev, Peter Steenkiste
CoNext 2011: 7th ACM International Conference on Emerging Networking Experiments and Technologies, Tokyo, Japan | December 2011
Selected as one of top 3 papers.
Coherence Based Double Talk Detector with Adaptive Threshold
XX Scientific Conference ELECTRONICS ET2011 | September 2011
Sub-threshold Computational Circuits for High-order Data-driven Analysis of Physiological Signals
Shuayb Zarar, Niraj Jha, Naveen Verma
IEEE Sub-threshold Microelectronics Conference | July 2011
Digital Pacer Detection in Diagnostic Grade ECG
Shuayb Zarar, Harinath Garudadri
IEEE Int. Conf. E-Health Networking Applications and Services (Healthcomm) | June 2011
Best-paper Award Nomination
A Data-driven Modeling Approach to Stochastic Computation for Low-energy Biomedical Devices
Kyong-Ho Lee, Kuk Jang, Shuayb Zarar, Ali Shoeb, Naveen Verma
IEEE/ACM Design Automation Conference (DAC) | June 2011
Design Automation Conference (DAC)
A Low-energy Computation Platform for Data-driven Biomedical Monitoring
Shuayb Zarar, Niraj K. Jha, Naveen Verma
IEEE/ACM Design Automation Conference (DAC) | June 2011
A New Speaker Identification Algorithm for Gaming Scenarios
Hoang Do, Ivan Tashev, Alex Acero
ICASSP | May 2011
Hardware Based Genetic Evolution of Self-adaptive Arbitrary Response FIR Filters
Shuayb Zarar, Noor Mahammad, Kamakoti Veezhinathan
ACM Journal of Applied Soft Computing (JSOC) | January 2011, Vol 11(1): pp. 842-854
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Statistical Modeling of the Speech Signal
Ivan Tashev, Alex Acero
International Workshop on Acoustic, Echo, and Noise Control (IWAENC), Tel Aviv, Israel | September 2010
Dual stage probabilistic voice activity detector
Ivan Tashev, Andrew Lovitt, Alex Acero
NOISE-CON 2010 and 159th Meeting of the Acoustical Society of America | April 2010
Reverberated Speech Signal Separation Based on Regularized Subband Feedforward ICA and Instantaneous Direction of Arrival
Lae-Hoon Kim, Ivan Tashev, Alex Acero
International Conference on Acoustics, Speech and Signal Processing | March 2010
Low-cost Space Varying FIR Filter Architecture for Computational Imaging Systems
Guotong Feng, Shuayb Zarar, Edward Schwartz, Dirk Robinson
SPIE Digital Photography VI | January 2010
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Speech and Sound For In-Car Infotainment Systems
Ivan Tashev, Mike Seltzer, Y. C. Ju
Automotive User Interfaces and Interactive Vehicular Applications (AutomotiveUI 2009) | September 2009
Commute UX: Voice Enabled In-car Infotainment System
Ivan Tashev, Mike Seltzer, Y. C. Ju, Ye-Yi Wang, Alex Acero
Mobile HCI ’09: Workshop on Speech in Mobile and Pervasive Environments (SiMPE) | September 2009
Low-complexity Digital Filter Geometry for Spherical Coded Imaging
Guotong Feng, Shuayb Zarar, Dirk Robinson
SPIE Novel Optical Systems Design and Optimization XII | August 2009, Vol 7429
Unified Framework for Single Channel Speech Enhancement
Ivan Tashev, Andrew Lovitt, Alex Acero
2009 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing | August 2009
Peak Dynamic Power Estimation of FPGA-mapped Digital Designs
Shyamala K. Ravi, Shuayb Zarar, Kamakoti Veezhinathan
IEEE Symp. VLSI Design and Test | July 2009
Sound Capture and Processing: Practical Approaches
Published by Wiley | July 2009
ISBN: 978-0-470-31983-3
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A Log-MMSE Adaptive Filter Using a non-Linear Spatial Filter
Mike Seltzer, Ivan Tashev
Proceedings of International Workshop on Acoustic, Echo and Noise Control IWAENC 2008 | September 2008
Data Driven Beamformer Design for Binaural Headset
Ivan Tashev, Mike Seltzer
Proceedings of International Workshop on Acoustic, Echo and Noise Control IWAENC 2008 | September 2008
Sound Capture System and Spatial Filter for Small Devices
Ivan Tashev, Slavy Mihov, Tyler Gleghorn, Alex Acero
Proceedings of Interspeech 2008 | September 2008
A SEU Tolerant CLB RAM for In-circuit Reconfiguration
K. S. Karthik, S. Sundar, N. Ramasubramanian, Noor Mahammad, Shuayb Zarar, Kamakoti Veezhinathan
IEEE Symp. VLSI Design and Test | July 2008
Enhanced Sound Capture System for Small Devices
Slavy Mihov, Tyler Gleghorn, Ivan Tashev
Proceedings of XLIII International Scientific Conference on Information, Communication, and Energy Systems and Technologies ICEST 2008 | June 2008
Concepts in Reliable and Optimal Systems Design
Shuayb Zarar
May 2008
Master's Thesis: Indian Institute of Technology Madras, India | May 2008
Academic Dissertations
An EM-based Probabilistic Approach for Acoustic Echo Suppression
Nilesh Madhu, Ivan Tashev, Alex Acero
Proceedings of International Conference on Audio, Speech and Signal Processing ICASSP 2008, Institute of Electrical and Electronics Engineers, Inc. | April 2008
Robust Design of Wideband Loudspeaker Arrays
Ivan Tashev, Jasha Droppo, Mike Seltzer, Alex Acero
Proc. of International Conference on Audio, Speech and Signal Processing | April 2008
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A Genetic Approach to Gateless Custom VLSI Design Flow
Shuayb Zarar, Noor Mahammad, Kamakoti Veezhinathan
IEEE Int. Conf. Microelectronics (ICM) | December 2007
Selectively Weighted Multicast Scheduling Designs For Input-Queued Switches
Shuayb Zarar
IEEE Int. Symp. Signal Processing and Information Technology (ISSPIT) | December 2007
Split Iterative and Sequential Multicast Scheduling for IQ Switches
Shuayb Zarar
IEEE Int. Conf. Information, Communications & Signal Processing (ICICS) | December 2007
Microphone Array Post-Filter Using Incremental Bayes Learning to Track the Spatial Distribution of Speech and Noise
Mike Seltzer, Ivan Tashev, Alex Acero
Proceedings of International Conference on Audio, Speech and Signal Processing ICASSP 2007 | April 2007
Robust Adaptive Beamforming Algorithm Using Instantaneous Direction of Arrival with Enhanced Noise Suppression Capability
Byung-Jun Yoon, Ivan Tashev, Alex Acero
Proceedings of International Conference on Audio, Speech and Signal Processing ICASSP 2007 | April 2007
Stationary-Tones Interference Cancellation Using Adaptive Tracking
Ivan Tashev, Henrique S. Malvar
International Conference on Acoustics, Speech and Signal Processing | April 2007
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Microphone Array Post-Processor Using Instantaneous Direction of Arrival
Ivan Tashev, Alex Acero
Proceedings of International Workshop on Acoustic, Echo and Noise Control IWAENC 2006 | September 2006
Optimized Multicast Scheduling Designs for Input Queued Switches
Shuayb Zarar
MSR-TR-2006-205 | August 2006
Published by International Business Machines (IBM) Zurich Research Laboratory
Technical Report
PING: A Group-to-Individual Distributed Meeting System
Yong Rui, Eric Rudolph, Li-wei He, Henrique S. Malvar, Michael Cohen, Ivan Tashev
Proceedings of International Conference Multimedia and Expo | July 2006
Suppression Rule for Speech Recognition Friendly Noise Suppressors
Ivan Tashev, Jasha Droppo, Alex Acero
Proceedings of Eight International Conference Digital Signal Processing and Applications DSPA’06 | March 2006
Modeling Arbitrator Delay-Area Dependencies in Customizable Instruction Set Processors
Shuayb Zarar, Siew-Kei Lam, Thambipillai Srikanthan
IEEE Int. Workshop on Electronic Design, Test and Applications (DELTA) | January 2006
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A Compact Multi-Sensor Headset for Hands-Free Communication
Zicheng Liu, Michael Seltzer, Alex Acero, Ivan Tashev, Zhengyou Zhang, Mike Sinclair, Mike Seltzer
Proceedings of Workshop on Applications of Signal Processing to Audio and Acoustics | October 2005
Beamformer Sensitivity to Microphone Manufacturing Tolerances
Proceedings of Nineteenth International Conference Systems for Automation of Engineering and Research SAER 2005 | September 2005
Microphone Array for Headset with Spatial Noise Suppressor
Ivan Tashev, Mike Seltzer, Alex Acero
Proceedings of Ninth International Workshop on Acoustic, Echo and Noise Control IWAENC 2005 | September 2005
A New Beamformer Design Algorithm for Microphone Arrays
Ivan Tashev, Henrique S. Malvar
International Conference of Acoustic, Speech and Signal Processing | March 2005
Reverberation Reduction for Better Speech Recognition
Ivan Tashev, Daniel Allred
Joint Workshop on Hands-Free Speech Communication and Microphone Arrays (HSCMA) | March 2005
Reverberation Reduction for Improved Speech Recognition
Ivan Tashev, Daniel Allred
Proceedings of Hands-Free Communication and Microphone Arrays | March 2005
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Gain Self-Calibration Procedure for Microphone Arrays
Proc. of the Int. Conf. for Multimedia and Expo (ICME) | June 2004
Gain Self-Calibration Procedure for Microphone Arrays
Proceedings of International Conference for Multimedia and Expo ICME 2004 | June 2004
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Improving Meetings with Microphone Array Algorithms
Machine Learning Meets the User Interface Workshop, Neural Information Processing Systems NIPS 2003 | December 2003
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Distributed Meetings: A Meeting Capture and Broadcasting System
Ross Cutler, Yong Rui, Anoop Gupta, JJ Cadiz, Ivan Tashev, Li-wei He, Alex Colburn, Zhengyou Zhang, Zicheng Liu, Steve Silverberg
Proceedings of ACM Multimedia 2002 | December 2002
Publications by Research Area
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Ultra-Low Latency Speech Enhancement -A Comprehensive Study
Haibin Wu, Sebastian Braun
2025 International Conference on Acoustics, Speech, and Signal Processing | April 2025
Whispering Wearables: Multimodal Approach to Silent Speech Recognition with Head-Worn Devices
Tanmay Srivastava, R. Michael Winters, Yu-Te Wang, Thomas M. Gable, Teresa LaScala, Ivan Tashev
International Conference on Multimodal Interaction | November 2024
CMMD: Contrastive Multi-Modal Diffusion for Video-Audio Conditional Modeling
Ruihan Yang, Hannes Gamper, Sebastian Braun
AVGenL: Audio-Visual Generation and Learning (workshop at ECCV 2024) | September 2024
Gaussian Flow Bridges for Audio Domain Transfer with Unpaired Data
Eloi Moliner, Sebastian Braun, Hannes Gamper
International Workshop on Acoustic Signal Enhancement (IWAENC) 2024 | September 2024
Domain mismatch and data augmentation in speech emotion recognition
Dimitra Emmanouilidou, Hannes Gamper, Midia Yousefi
SMM24, Interspeech Workshop on Speech, Music and Mind 2024 | September 2024
Multi-label audio classification with a noisy zero-shot teacher
Sebastian Braun, Hannes Gamper
International Workshop on Acoustic Signal Enhancement (IWAENC) | September 2024
Adapting Frechet Audio Distance for Generative Music Evaluation
Azalea Gui, Hannes Gamper, Sebastian Braun, Dimitra Emmanouilidou
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | April 2024
Best student paper award at IEEE ICASSP 2024
Training Audio Captioning Models without Audio
Soham Deshmukh, Benjamin Elizalde, Dimitra Emmanouilidou, Bhiksha Raj, Rita Singh, Huaming Wang
2024 International Conference on Acoustics, Speech, and Signal Processing | April 2024
Spatio-Temporal Windowing for Encoding Perceptually Salient Early Reflections in Parametric Spatial Audio Rendering
Tobias Jüterbock, Fabian Brinkmann, Hannes Gamper, Nikunj Raghuvanshi, Stefan Weinzierl
Journal of the Audio Engineering Society | October 2023, Vol 71(10)
Speech MOS multi-task learning and rater bias correction
Haleh Akrami, Hannes Gamper
IEEE ICASSP | June 2023
Multi-View Learning for Speech Emotion Recognition
Daniel Tompkins, Dimitra Emmanouilidou, Soham Deshmukh, Benjamin Elizalde
International Conference on Acoustics, Speech and Signal Processing | June 2023
Towards Real-Time Single-Channel Speech Separation in Noisy and Reverberant Environments
Julian Neri, Sebastian Braun
2023 International Conference on Acoustics, Speech, and Signal Processing | June 2023
Gaze & Tongue: A Subtle, Hands-Free Interaction for Head-Worn Devices
Tan Gemicioglu, R. Michael Winters, Yu-Te Wang, Thom Gable, Ann Paradiso, Ivan Tashev
CHI EA ’23: Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems | April 2023
Finalist – Best Interactivity Demo
Acoustics as a guide to welding quality
The Journal of the Acoustical Society of America | December 2022, Vol 152(4): pp. A142
Spatial audio signal processing for binaural reproduction of recorded acoustic scenes – review and challenges
Boaz Rafaely, Vladimir Tourbabin, Emanuel Habets, Zamir Ben-Hur, Hyunkook Lee, Hannes Gamper, Lior Arbel, Lachlan Birnie, Thushara Abhayapala, Prasanga Samarasinghe
Acta Acustica | October 2022, Vol 6
Large-scale simulation of bird localization systems in forests with distributed microphone arrays
Shoken Kaneko, Hannes Gamper
JASA | October 2022, Vol 2(10)
Predicting score distribution to improve non-intrusive speech quality estimation
Abu Zaher Md Faridee, Hannes Gamper
Interspeech | September 2022
Task splitting for DNN-based acoustic echo and noise removal
Sebastian Braun, Maria Luis Valero
IWAENC | September 2022
Towards all-purpose full-sphere binaural localization
Shoken Kaneko, Hannes Gamper
IEEE Eusipco | August 2022
Toxic Speech and Speech Emotions: Investigations of Audio-based Modeling and Intercorrelations
Wei-Cheng Lin, Dimitra Emmanouilidou
European Signal Processing Conference (EUSIPCO) | August 2022
ICASSP 2022 Acoustic Echo Cancellation Challenge
Ross Cutler, Ando Saabas, Tanel Parnamaa, Marju Purin, Hannes Gamper, Sebastian Braun, Karsten Sorensen, Robert Aichner
ICASSP | May 2022
ICASSP 2022 Deep Noise Suppression Challenge
Harishchandra Dubey, Vishak Gopal, Ross Cutler, Ashkan Aazami, Sergiy Matusevych, Sebastian Braun, Sefik Emre Eskimez, Manthan Thakker, Takuya Yoshioka, Hannes Gamper, Robert Aichner
ICASSP | May 2022
Effect of Noise Suppression Losses on Speech Distortion and ASR Performance
Sebastian Braun, Hannes Gamper
ICASSP | May 2022
Detection of Robocall and Spam Calls using Acoustic Features of Incoming Voicemails
Benjamin Elizalde, Dimitra Emmanouilidou
Proc. Mtgs. Acoust | December 2021
Sound Capture and Speech Enhancement for Speech-Enabled Devices
December 2021
Audio-Based SPAM Call Detection
Benjamin M Elizalde , Dimitra Emmanouilidou
The Journal of the Acoustical Society of America | December 2021, Vol 150(4): pp. A357-A357
Acoustical Society of America
Low complexity online convolutional beamforming
Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) | October 2021
A Fast Forest Reverberator Using Single Scattering Cylinders
Shoken Kaneko, Hannes Gamper
IEEE MMSP | October 2021
On training targets for noise-robust voice activity detection
European Signal Processing Conference (EUSIPCO) | August 2021
INTERSPEECH 2021 Acoustic Echo Cancellation Challenge
Ross Cutler, Ando Saabas, Tanel Panarmaa, Markus Loide, Sten Sootla, Marju Purin, Hannes Gamper, Sebastian Braun, Robert Aichner, Sriram Srinivasan
Interspeech 2021 | August 2021
Audio-based Toxic Language Classification using Self-attentive Convolutional Neural Network
Midia Yousefi, Dimitra Emmanouilidou
2021 29th European Signal Processing Conference (EUSIPCO) | August 2021
A Consolidated View of Loss Functions for Supervised Deep Learning-based Speech Enhancement
International Conference on Telecommunications and Signal Processing | July 2021
ICASSP 2021 Acoustic Echo Cancellation Challenge: Datasets, Testing Framework, and Results
Kusha Sridhar, Ross Cutler, Ando Saabas, Tanel Parnamaa, Markus Loide, Hannes Gamper, Sebastian Braun, Robert Aichner, Sriram Srinivasan
2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | June 2021
ICASSP 2021 Deep Noise Suppression Challenge
Chandan K A Reddy, Harishchandra Dubey, Vishak Gopal, Ross Cutler, Sebastian Braun, Hannes Gamper, Robert Aichner, Sriram Srinivasan
2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | June 2021
DBNET: DOA-driven beamforming network for end-to-end farfield sound source separation
Ali Aroudi, Sebastian Braun
2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | June 2021
Towards Efficient Models for Real-Time Deep Noise Suppression
Sebastian Braun, Hannes Gamper, Chandan K A Reddy, Ivan Tashev
2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | June 2021
Decoding Music Attention from “EEG Headphones”: A User-Friendly Auditory Brain-Computer Interface
Winko W. An, Barbara Shinn-Cunningham, Hannes Gamper, Dimitra Emmanouilidou, David Johnston, Mihai Jalobeanu, Ed Cutrell, Andrew D. Wilson, Kuan-Jung Chiang, Ivan Tashev
ICASSP 2021 | June 2021
Can You Hear My Heartbeat?: Hearing an Expressive Biosignal Elicits Empathy
R. Michael Winters, Bruce N. Walker, Grace Leslie
2021 Human Factors in Computing Systems | May 2021
The INTERSPEECH 2020 Deep Noise Suppression Challenge: Datasets, Subjective Testing Framework, and Challenge Results
Chandan K. A. Reddy, Vishak Gopal, Ross Cutler, Ebrahim Beyrami, Roger Cheng, Harishchandra Dubey, Sergiy Matusevych, Robert Aichner, Ashkan Aazami, Sebastian Braun, Puneet Rana, Sriram Srinivasan, Johannes Gehrke
Interspeech | October 2020
Data augmentation and loss normalization for deep noise suppression
International Conference on Speech and Computer (SPECOM) | October 2020
Blind C50 estimation from single-channel speech using a convolutional neural network
Proc. IEEE Int. Workshop Multimedia Signal Processing (MMSP) | September 2020
Anthropometric Features Estimation Using Integrated Sensors on a Headphone for HRTF Personalization
Md Tamzeed Islam, Ivan Tashev
2020 AES INTERNATIONAL CONFERENCE ON AUDIO FOR VIRTUAL AND AUGMENTED REALITY | August 2020
Sentiment Detection from Speech Recognition Output
Ivan Tashev, Dimitra Emmanouilidou
Engineering Sciences | July 2020, Vol LVII(2)
Towards encoding perceptually salient early reflections for parametric spatial audio rendering
Fabian Brinkmann, Hannes Gamper, Nikunj Raghuvanshi, Ivan Tashev
AES convention | June 2020
Predicting Word Error Rate for Reverberant Speech
Hannes Gamper, Dimitra Emmanouilidou, Sebastian Braun, Ivan Tashev
International Conference on Acoustics, Speech and Signal Processing (ICASSP) | May 2020
Joint beamforming and reverberation cancellation using a constrained Kalman filter with multichannel linear prediction
Sahar Hashemgeloogerdi, Sebastian Braun
International Conference on Acoustics, Speech and Audio Processing (ICASSP) | May 2020
Supervised Deep Hashing for Efficient Audio Event Retrieval
Arindam Jati, Dimitra Emmanouilidou
2020 International Conference on Acoustics, Speech, and Signal Processing | May 2020
Weighted Speech Distortion Losses for Neural-Network-Based Real-Time Speech Enhancement
Yangyang Xia, Sebastian Braun, Chandan K. A. Reddy, Harishchandra Dubey, Ross Cutler, Ivan Tashev
International Conference on Acoustics, Speech and Signal Processing (ICASSP) | May 2020
Decoding auditory and tactile attention for use in an EEG-based brain-computer interface
Winko W. An, Hakim Si-Mohammed, Nicholas Huang, Hannes Gamper, Adrian KC Lee, Christian Holz, David Johnston, Mihai Jalobeanu, Dimitra Emmanouilidou, Ed Cutrell, Andrew D. Wilson, Ivan Tashev
International Winter Conference on Brain-Computer Interface | February 2020
Intrusive and Non-Intrusive Perceptual Speech Quality Assessment Using a Convolutional Neural Network
Hannes Gamper, Chandan K A Reddy, Ross Cutler, Ivan Tashev, Johannes Gehrke
IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) | October 2019
Acoustic Localization using Spatial Probability in Noisy and Reverberant Environments
Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) | October 2019
Sentiment Detection from ASR Output
Ivan Tashev, Dimitra Emmanouilidou
International Conference on Information Technologies | September 2019
Capture, representation, and rendering of 3D audio for virtual and augmented reality
International Journal on Information Technologies and Security | September 2019, Vol 11(SP2): pp. 49-62
The effect of room acoustics on audio event classification
Dimitra Emmanouilidou, Hannes Gamper
Proc. 23rd International Congress on Acoustics (ICA) | September 2019
CURE Dataset: Ladder Networks for Audio Event Classification
Harishchandra Dubey, Dimitra Emmanouilidou, Ivan Tashev
2019 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PacRim) | August 2019
Cross Modal Audio Search and Retrieval with Joint Embeddings Based on Text and Audio
Benjamin Martinez, Shuayb Zarar, Bhiksha Raj
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | May 2019
Non-intrusive Speech Quality Assessment Using Neural Networks
Anderson R. Avila, Hannes Gamper, Chandan K. A. Reddy, Ross Cutler, Ivan Tashev, Johannes Gehrke
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2019
Improving Binaural Ambisonics Decoding by Spherical Harmonics Domain Tapering and Coloration Compensation
Christoph Hold, Hannes Gamper, Ville Pulkki, Nikunj Raghuvanshi, Ivan Tashev
Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2019
Blind Room Volume Estimation from Single-channel Noisy Speech
Andrea Genovese, Hannes Gamper, Ville Pulkki, Nikunj Raghuvanshi, Ivan Tashev
Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2019
Directional interference suppression using a spatial relative transfer function feature
International Conference on Acoustics, Speech and Signal Processing | May 2019
A Sparsity Measure for Echo Density Growth in General Environments
Helena Peic Tukuljac, Ville Pulkki, Hannes Gamper, Keith Godin, Ivan Tashev, Nikunj Raghuvanshi
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2019
Spectral manipulation improves elevation perception with non-individualized head-related transfer functions
Vani G. Rajendran, Hannes Gamper
Journal of the Acoustical Society of America (JASA) | March 2019, Vol 145(3): pp. EL222-EL228
Aesthetic Modification of Room Impulse Responses for Interactive Auralization
Keith Godin, Hannes Gamper, Nikunj Raghuvanshi
AES International Conference on Immersive and Interactive Audio | March 2019
Convolutional Neural Network Techniques for Speech Emotion Recognition
Srinivas Parthasarathy, Ivan Tashev
International Workshop on Acoustic Signal Enhancement (IWAENC) | September 2018
Blind reverberation time estimation using a convolutional neural network
Proc. International Workshop on Acoustic Signal Enhancement (IWAENC) | September 2018
Nominated for best paper award
A Wearable System for Articulated Human Pose Tracking under Uncertainty of Sensor Placement
Xuesu Xiao, Shuayb Zarar
IEEE RAS/EMBS Int. Conf. Biomedical Robotics and Biomechatronics (BioRob) | August 2018
Machine Learning for Placement-insensitive Inertial Motion Capture
Xuesu Xiao, Shuayb Zarar
IEEE Int. Conf. Robotics and Automation (ICRA) | May 2018
Improving the perception of a sound source’s polar angle in mixed reality
May 2018
Acoustical Society of America
Spatial audio feature discovery with convolutional neural networks
Etienne Thuillier, Hannes Gamper, Ivan Tashev
Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | April 2018
Convolutional-Recurrent Neural Networks for Speech Enhancement
Han Zhao, Shuayb Zarar, Ivan Tashev, Chin-Hui Lee
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
Limiting Numerical Precision of Neural Networks to Achieve Real-time Voice Activity Detection
Jong-Hwan Ko, Josh Fromm, Matthai Philipose, Ivan Tashev, Shuayb Zarar
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
Constrained Convolutional-recurrent Networks to Improve Speech Quality with Low Impact on Recognition Accuracy
Rasool Fakoor, Xiaodong He, Ivan Tashev, Shuayb Zarar
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
A Hybrid Approach to Combining Conventional and Deep Learning Techniques for Single-channel Speech Enhancement and Recognition
Yan-Hui Tu, Ivan Tashev, Shuayb Zarar, Chin-Hui Lee
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
Precision Scaling of Neural Networks for Audio Processing
Jong Hwan Ko, Josh Fromm, Matthai Philipose, Ivan Tashev, Shuayb Zarar
Neural Information Processing Systems (NIPS) | December 2017
Wkshp. on Machine Learning for Audio Signal Processing
Reinforcement Learning To Adapt Speech Enhancement to Instantaneous Input Signal Quality
Rasool Fakoor, Xiaodong He, Ivan Tashev, Shuayb Zarar
Neural Information Processing Systems (NIPS) | December 2017
Wkshp. on Machine Learning for Audio Signal Processing
Comparing Modeled and Measurement-Based Spherical Harmonic Encoding Filters for Spherical Microphone Arrays
Archontis Politis, Hannes Gamper
Proceedings of IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) | October 2017
Modelling and estimation of the spatial impulse response in reverberant conditions
Ivan Tashev, Hannes Gamper, Lyle Corbin
June 2017
Acoustical Society of America
Head-related transfer function personalization for the needs of spatial audio in mixed and virtual reality
The Journal of the Acoustical Society of America | June 2017, Vol 141
Unsupervised Deep Representation Learning to Remove Motion Artifacts in Free-mode Body Sensor Networks
Shuayb Zarar, Ivan Tashev
IEEE Int. Conf. Wearable and Implantable Body Sensor Networks (BSN) | May 2017
A Statistical Approach to Semi-supervised Speech Enhancement with Low-order Non Negative Matrix Factorization
Shuayb Zarar, Ivan Tashev
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | March 2017
Learning Utterance-level Representations for Speech Emotion and Age/Gender Recognition Using Deep Neural Networks
Zhong-Qiu Wang, Ivan Tashev
Proc. ICASSP | March 2017
Ultrasound-based Gesture Recognition
Amit Das, Ivan Tashev, Shuayb Zarar
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | March 2017
Interaural time delay personalisation using incomplete head scans
Hannes Gamper, David Johnston, Ivan Tashev
Proc. ICASSP | March 2017
Cost Function for Sound Source Localization with Arbitrary Microphone Arrays
Ivan Tashev, Long Le, Vani Gopalakrishna, Andrew Lovitt
Proc. HSCMA | March 2017
Clock drift estimation and compensation for asynchronous impulse response measurements
Proc. Workshop on Hands-free Speech Communication and Microphone Arrays (HSCMA) | March 2017
Speech Emotion Recognition based on Gaussian Mixture Models and Deep Neural Networks
Ivan Tashev, Zhong-Qiu Wang, Keith Godin
Proc. ITA | February 2017
Synthesis of Device-Independent Noise Corpora for Speech Quality Assessment
Hannes Gamper, Lyle Corbin, David Johnston, Ivan Tashev
Proc. International Workshop on Acoustic Signal Enhancement (IWAENC) | September 2016
Inference Remapping for Vehicular Analytics
Victor Bahl, Srikanth Kandula, Ashish Patro, Shuayb Zarar
MSR-TR-2016-1136 | August 2016
Published by Microsoft
Synthesis of Device-Independent Noise Corpora for Realistic ASR Evaluation
Hannes Gamper, Mark R. P. Thomas, Lyle Corbin, Ivan Tashev
Proc. InterSpeech 2016 | August 2016
Measuring the Impact of Memory Errors on Application Performance
Mark Gottscho, Bikash Sharma, Puneet Gupta, Shuayb Zarar, Sriram Govindan, Di Wang
IEEE Computer Architecture Letters (CAL) | August 2016
FXplore: Creating Soft Heterogeneity in Clusters Through BIOS Reconfiguration
Xin Zhang, Shuayb Zarar, Sherief Reda
IEEE/ACM Symp. Cluster, Cloud and Grid Computing (CCGrid) | May 2016
A Causal Speech Enhancement Approach Combining Data-driven Learning and Suppression Rule Estimation
Seyedmahdad Mirsamadi, Ivan Tashev
Proc. InterSpeech 2016 | May 2016
X-Mem: A Cross-platform and Extensible Memory Characterization Tool For the Cloud
Mark Gottscho, Sriram Govindan, Bikash Sharma, Shuayb Zarar, Puneet Gupta
IEEE Symp. Performance Analysis of Systems and Software (ISPASS) | April 2016
Applications of 3D Spherical Transforms To Personalization Of Head-Related Transfer Functions
Archontis Politis, Mark Thomas, Hannes Gamper, Ivan Tashev
Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | March 2016
BFGUI: An Interactive Tool for the Synthesis and Analysis of Microphone Array Beamformers
Mark Thomas, Hannes Gamper, Ivan Tashev
Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | March 2016
DNN-based Causal Voice Activity Detector
Ivan Tashev, Seyedmahdad Mirsamadi
Information Theory and Applications Workshop | February 2016
An Ultra-low Power Always-on Camera Front-end for Posture Detection in Body-worn Cameras Using Restricted Boltzman Machines
Soham Desai, Shuayb Zarar, Arijit Raychowdhury
IEEE Trans. Multi-Scale Computing Systems (TMSCS) | January 2016, Vol 1: pp. 187-194
Exploiting On-device Image Classification for Energy-efficiency In Ambient-aware Systems
Shuayb Zarar, Swagath Venkataramani, Xian-Sheng Hua, Jie Liu, Jin Li
Springer Mobile Cloud Visual Media Computing (MCVMC) | Published by Springer | 2015 | Springer Mobile Cloud Visual Media Computing (MCVMC) edition
Acoustic Blur Kernel with Sliding Window for Blind Estimation of Reverberation Time
Felicia Lim, Mark R. P. Thomas, Patrick A. Naylor, Ivan Tashev
WASPAA | October 2015
Anthropometric Parameterisation of a Spherical Scatterer ITD Model with Arbitrary Ear Angles
Hannes Gamper, Mark Thomas, Ivan Tashev
Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) | October 2015
A Compressed-sensing Sensor-on-chip Incorporating Statistics Collection to Improve Reconstruction Performance
Vahid Behravan, Shuo Li, Neil Glover, Chia-Hung Chen, Shuayb Zarar, Gabor Temes, Patrick Chiang
IEEE Custom Integrated Circuits Conference (CICC) | September 2015
High-level Feature Representation using Recurrent Neural Network for Speech Emotion Recognition
Jinkyu Lee, Ivan Tashev
Interspeech 2015 | September 2015
An Ultra-low Power, “Always-on” Camera Front-end for Posture Detection in Body Worn Cameras Using Restricted Boltzman Machines
Soham Desai, Shuayb Zarar, Arijit Raychowdhury
IEEE Symposium on Low Power Electronic Design (ISLPED) | June 2015
Rate-Adaptive Compressed-Sensing and Sparsity Variance of Biomedical Signals
Vahid Behravan, Neil E. Glover, Rutger Farry, Shuayb Zarar, Patrick Y. Chiang
IEEE Int. Conf. Wearable and Implantable Body Sensor Networks (BSN) | June 2015
Scalable-effort Classifiers for Energy-efficient Machine Learning
Swagath Venkataramani, Anand Raghunathan, Jie Liu, Shuayb Zarar
IEEE/ACM Design Automation Conference (DAC) | June 2015
Dereverberation Sweet Spot Dilation with Combined Channel Equalization and Beamforming
Mark Thomas, Hannes Gamper, Ivan Tashev
IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP) | April 2015
Estimation of Multipath Propagation Delays and Interaural Time Differences from 3-D Head Scans
Hannes Gamper, Mark Thomas, Ivan Tashev
IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP) | April 2015
Blur Kernel Estimation Approach to Blind Reverberation Time Estimation
Mark Thomas, Ivan Tashev
IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP) | April 2015
SAPPHIRE: An Always-on Context-aware Computer Vision System for Portable Devices
Swagath Venkataramani, Victor Bahl, Xian-Sheng Hua, Jie Liu, Jin Li, Bodhi Priyantha, Matthai Philipose, Shuayb Zarar
IEEE/ACM Conf. Design Automation and Test in Europe (DATE) | March 2015
Assisted Listening Using a Headset
Hannes Gamper, A. Franck, J. Rämö, L. Savioja, V. Välimäki
IEEE Signal Processing Magazine | March 2015
(accepted for publication)
Offline Voice Activity Detector Using Speech Supergaussianity
Information Theory and Applications Workshop | February 2015
Energy Scaling in Multi-tiered Sensing Systems Through Compressive Sensing
Shuayb Zarar, Jie Liu, Matthai Philipose
IEEE Custom Integrated Circuits Conference (CICC) | September 2014
Best paper award nomination
Optimal Beamforming as a Time Domain Equalization Problem with Applications to Room Acoustics
Mark Thomas, Ivan Tashev, Felicia Lim, Patrick A. Naylor
IWAENC | September 2014
Speech Emotion Recognition Using Deep Neural Network and Extreme Learning Machine
Kun Han, Dong Yu, Ivan Tashev
Interspeech 2014 | September 2014
Technological Trends in Natural User Interfaces
“Human-Computer Interaction: Present and Future Trends”, P Montuschi, A Sanna, F Lamberti, and G Paravati, eds. | Published by IEEE – Institute of Electrical and Electronics Engineers | 2014
P Montuschi, A Sanna, F Lamberti, and G Paravati, "Human-Computer Interaction: Present and Future Trends," Computing Now, vol. 7, no. 9, September 2014, IEEE Computer Society [online]; http://www.computer.org/portal/web/computingnow/archive/september2014.
Application of Measured Directivity Patterns to Acoustic Array Processing
Mark Thomas
May 2014
Hardware and Algorithms for Ultrasonic Depth Imaging
Ivan Dokmanic, Ivan Tashev
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2014
A Method for Converting Between Cylindrical and Spherical Harmonic Representations of Sound Fields
Mark Thomas, Jens Ahrens, Ivan Tashev
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2014
HRTF Magnitude Synthesis via Sparse Representation of Anthropometric Features
Piotr Bilinski, Jens Ahrens, Mark R.P. Thomas, Ivan Tashev, John C. Platt
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2014
Enabling technologies for audio augmented reality systems
H. Gamper, Hannes Gamper
May 2014
PhD Thesis: Aalto University, Finland | May 2014
Daredevil: Indoor Location Using Sound
Ionut Constandache, Sharad Agarwal, Ivan Tashev, Romit Roy Choudhury
ACM Mobile Computing and Communications Review (MC2R) | April 2014
Signal Processing With Direct Computations on Compressively Sensed Data
Shuayb Zarar, Niraj K. Jha, Naveen Verma
IEEE Trans. Very Large Scale Integration (VLSI) Systems | February 2014, Vol 23(1): pp. 30-43
HRTF Phase Synthesis via Sparse Representation of Anthropometric Features
Information Theory and Applications Workshop | February 2014
A 0.6–107 µW Energy-Scalable Processor for Directly Analyzing Compressively-Sensed EEG
Shuayb Zarar, Kyong Ho Lee, Niraj K Jha, Naveen Verma
IEEE Trans. Circuits and Systems (TCAS) – I: Regular Papers | January 2014, Vol 61: pp. 1105-1118
Efficient Implementation of the Spectral Division Method for Arbitrary Virtual Sound Fields
Jens Ahrens, Mark Thomas, Ivan Tashev
Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics | October 2013
Gentle Acoustic Crosstalk Cancelation Using the Spectral Division Method and Ambiophonics
Jens Ahrens, Mark Thomas, Ivan Tashev
Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics | October 2013
Algorithm-driven Architectural Design Space Exploration of Domain-specific Medical-sensor Processors
Shuayb Zarar, Niraj K. Jha, Naveen Verma
IEEE Trans. Very Large Scale Integration (VLSI) Systems | September 2013, Vol 21: pp. 1849-1862
Kinect Development Kit: A Toolkit for Gesture- and Speech-Based Human-Machine Interaction
Signal Processing Magazine | September 2013
Design of Energy-efficient Sensing Systems with Direct Computations on Compressively-sensed Data
Shuayb Zarar
September 2013
PhD Thesis: Princeton University, Princeton NJ | September 2013
Data Driven Suppression Rule for Speech Enhancement
Ivan Tashev, Malcolm Slaney
Information Theory and Applications Workshop | February 2013
Sound sample detection and numerosity estimation using auditory display
Hannes Gamper, Christina Dicke, Mark Billinghurst, Kai Puolamäki
ACM Transactions on Applied Perception | February 2013, Vol 10
http://doi.acm.org/10.1145/2422105.2422109
Microphone Array Processing for Distant Speech Recognition: Towards Real-World Deployment
Kenichi Kumatani, Takayuki Arakawa, Kazumasa Yamamoto, John McDonough, Bhiksha Raj, Rita Singh, Ivan Tashev
APSIPA Annual Summit and Conference | December 2012
HRTF Magnitude Modeling Using a Non-Regularized Least-Squares Fit of Spherical Harmonics Coefficients on Incomplete Data
Jens Ahrens, Mark Thomas, Ivan Tashev
APSIPA Annual Summit and Conference | December 2012
Beamformer Design Using Measured Microphone Directivity Patterns: Robustness to Modelling Error
Jens Ahrens, Ivan Tashev, Mark Thomas
APSIPA Annual Summit and Conference | December 2012
GeoBoids: A Mobile AR Application for Exergaming
R. W. Lindeman, G. Lee, L. Beattie, H. Gamper, R. Pathinarupothi, A. Akhilesh, Hannes Gamper
Proc. Int. Symp. Mixed and Augmented Reality (ISMAR) | November 2012
A Compressed-domain Processor for Seizure Detection to Simultaneously Reduce Computation and Communication Energy
Shuayb Zarar, Niraj K. Jha, Naveen Verma
IEEE Custom Integrated Circuits Conference (CICC) | September 2012
Optimal 3D Beamforming Using Measured Microphone Directivity Patterns
Mark Thomas, Jens Ahrens, Ivan Tashev
Proc. Intl. Workshop Acoust. Signal Enhancement (IWAENC) | September 2012
Coherence Based Double Talk Detector with Soft Decision
IEEE International Confrence on Acoustics, Speech, and Signal Processing (ICASSP) | March 2012
A Closed-loop System for Artifact Mitigation in Ambulatory Electrocardiogram Monitoring
Shuayb Zarar, Gene Marsh, Harinath Garudadri, Somdeb Majumdar
IEEE/ACM Conf. Design Automation and Test in Europe (DATE) | March 2012
Enabling Advanced Inference on Sensor Nodes Through Direct Use of Compressively Sensed Signals
Shuayb Zarar, Niraj K. Jha, Naveen Verma
IEEE Conf. Design Automation and Test in Europe (DATE) | March 2012
Concepts in Genetic System Design: Optimal and Reliable Methods
Shuayb Zarar
Published by LAP LAMBERT Academic Publishing | January 2012
ISBN: 978-3-8473-3169-8
Reclaiming the White Spaces: Spectrum Efficient Coexistence with Primary Users
George Nychis, Ranveer Chandra, Thomas Moscibroda, Ivan Tashev, Peter Steenkiste
CoNext 2011: 7th ACM International Conference on Emerging Networking Experiments and Technologies, Tokyo, Japan | December 2011
Selected as one of top 3 papers.
Coherence Based Double Talk Detector with Adaptive Threshold
XX Scientific Conference ELECTRONICS ET2011 | September 2011
Sub-threshold Computational Circuits for High-order Data-driven Analysis of Physiological Signals
Shuayb Zarar, Niraj Jha, Naveen Verma
IEEE Sub-threshold Microelectronics Conference | July 2011
Digital Pacer Detection in Diagnostic Grade ECG
Shuayb Zarar, Harinath Garudadri
IEEE Int. Conf. E-Health Networking Applications and Services (Healthcomm) | June 2011
Best-paper Award Nomination
A Data-driven Modeling Approach to Stochastic Computation for Low-energy Biomedical Devices
Kyong-Ho Lee, Kuk Jang, Shuayb Zarar, Ali Shoeb, Naveen Verma
IEEE/ACM Design Automation Conference (DAC) | June 2011
Design Automation Conference (DAC)
A Low-energy Computation Platform for Data-driven Biomedical Monitoring
Shuayb Zarar, Niraj K. Jha, Naveen Verma
IEEE/ACM Design Automation Conference (DAC) | June 2011
A New Speaker Identification Algorithm for Gaming Scenarios
Hoang Do, Ivan Tashev, Alex Acero
ICASSP | May 2011
Hardware Based Genetic Evolution of Self-adaptive Arbitrary Response FIR Filters
Shuayb Zarar, Noor Mahammad, Kamakoti Veezhinathan
ACM Journal of Applied Soft Computing (JSOC) | January 2011, Vol 11(1): pp. 842-854
Statistical Modeling of the Speech Signal
Ivan Tashev, Alex Acero
International Workshop on Acoustic, Echo, and Noise Control (IWAENC), Tel Aviv, Israel | September 2010
Dual stage probabilistic voice activity detector
Ivan Tashev, Andrew Lovitt, Alex Acero
NOISE-CON 2010 and 159th Meeting of the Acoustical Society of America | April 2010
Reverberated Speech Signal Separation Based on Regularized Subband Feedforward ICA and Instantaneous Direction of Arrival
Lae-Hoon Kim, Ivan Tashev, Alex Acero
International Conference on Acoustics, Speech and Signal Processing | March 2010
Low-cost Space Varying FIR Filter Architecture for Computational Imaging Systems
Guotong Feng, Shuayb Zarar, Edward Schwartz, Dirk Robinson
SPIE Digital Photography VI | January 2010
Speech and Sound For In-Car Infotainment Systems
Ivan Tashev, Mike Seltzer, Y. C. Ju
Automotive User Interfaces and Interactive Vehicular Applications (AutomotiveUI 2009) | September 2009
Commute UX: Voice Enabled In-car Infotainment System
Ivan Tashev, Mike Seltzer, Y. C. Ju, Ye-Yi Wang, Alex Acero
Mobile HCI ’09: Workshop on Speech in Mobile and Pervasive Environments (SiMPE) | September 2009
Low-complexity Digital Filter Geometry for Spherical Coded Imaging
Guotong Feng, Shuayb Zarar, Dirk Robinson
SPIE Novel Optical Systems Design and Optimization XII | August 2009, Vol 7429
Unified Framework for Single Channel Speech Enhancement
Ivan Tashev, Andrew Lovitt, Alex Acero
2009 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing | August 2009
Peak Dynamic Power Estimation of FPGA-mapped Digital Designs
Shyamala K. Ravi, Shuayb Zarar, Kamakoti Veezhinathan
IEEE Symp. VLSI Design and Test | July 2009
Sound Capture and Processing: Practical Approaches
Published by Wiley | July 2009
ISBN: 978-0-470-31983-3
A Log-MMSE Adaptive Filter Using a non-Linear Spatial Filter
Mike Seltzer, Ivan Tashev
Proceedings of International Workshop on Acoustic, Echo and Noise Control IWAENC 2008 | September 2008
Data Driven Beamformer Design for Binaural Headset
Ivan Tashev, Mike Seltzer
Proceedings of International Workshop on Acoustic, Echo and Noise Control IWAENC 2008 | September 2008
Sound Capture System and Spatial Filter for Small Devices
Ivan Tashev, Slavy Mihov, Tyler Gleghorn, Alex Acero
Proceedings of Interspeech 2008 | September 2008
A SEU Tolerant CLB RAM for In-circuit Reconfiguration
K. S. Karthik, S. Sundar, N. Ramasubramanian, Noor Mahammad, Shuayb Zarar, Kamakoti Veezhinathan
IEEE Symp. VLSI Design and Test | July 2008
Enhanced Sound Capture System for Small Devices
Slavy Mihov, Tyler Gleghorn, Ivan Tashev
Proceedings of XLIII International Scientific Conference on Information, Communication, and Energy Systems and Technologies ICEST 2008 | June 2008
An EM-based Probabilistic Approach for Acoustic Echo Suppression
Nilesh Madhu, Ivan Tashev, Alex Acero
Proceedings of International Conference on Audio, Speech and Signal Processing ICASSP 2008, Institute of Electrical and Electronics Engineers, Inc. | April 2008
Robust Design of Wideband Loudspeaker Arrays
Ivan Tashev, Jasha Droppo, Mike Seltzer, Alex Acero
Proc. of International Conference on Audio, Speech and Signal Processing | April 2008
A Genetic Approach to Gateless Custom VLSI Design Flow
Shuayb Zarar, Noor Mahammad, Kamakoti Veezhinathan
IEEE Int. Conf. Microelectronics (ICM) | December 2007
Selectively Weighted Multicast Scheduling Designs For Input-Queued Switches
Shuayb Zarar
IEEE Int. Symp. Signal Processing and Information Technology (ISSPIT) | December 2007
Split Iterative and Sequential Multicast Scheduling for IQ Switches
Shuayb Zarar
IEEE Int. Conf. Information, Communications & Signal Processing (ICICS) | December 2007
Microphone Array Post-Filter Using Incremental Bayes Learning to Track the Spatial Distribution of Speech and Noise
Mike Seltzer, Ivan Tashev, Alex Acero
Proceedings of International Conference on Audio, Speech and Signal Processing ICASSP 2007 | April 2007
Robust Adaptive Beamforming Algorithm Using Instantaneous Direction of Arrival with Enhanced Noise Suppression Capability
Byung-Jun Yoon, Ivan Tashev, Alex Acero
Proceedings of International Conference on Audio, Speech and Signal Processing ICASSP 2007 | April 2007
Stationary-Tones Interference Cancellation Using Adaptive Tracking
Ivan Tashev, Henrique S. Malvar
International Conference on Acoustics, Speech and Signal Processing | April 2007
Microphone Array Post-Processor Using Instantaneous Direction of Arrival
Ivan Tashev, Alex Acero
Proceedings of International Workshop on Acoustic, Echo and Noise Control IWAENC 2006 | September 2006
Optimized Multicast Scheduling Designs for Input Queued Switches
Shuayb Zarar
MSR-TR-2006-205 | August 2006
Published by International Business Machines (IBM) Zurich Research Laboratory
Technical Report
PING: A Group-to-Individual Distributed Meeting System
Yong Rui, Eric Rudolph, Li-wei He, Henrique S. Malvar, Michael Cohen, Ivan Tashev
Proceedings of International Conference Multimedia and Expo | July 2006
Suppression Rule for Speech Recognition Friendly Noise Suppressors
Ivan Tashev, Jasha Droppo, Alex Acero
Proceedings of Eight International Conference Digital Signal Processing and Applications DSPA’06 | March 2006
Modeling Arbitrator Delay-Area Dependencies in Customizable Instruction Set Processors
Shuayb Zarar, Siew-Kei Lam, Thambipillai Srikanthan
IEEE Int. Workshop on Electronic Design, Test and Applications (DELTA) | January 2006
A Compact Multi-Sensor Headset for Hands-Free Communication
Zicheng Liu, Michael Seltzer, Alex Acero, Ivan Tashev, Zhengyou Zhang, Mike Sinclair, Mike Seltzer
Proceedings of Workshop on Applications of Signal Processing to Audio and Acoustics | October 2005
Beamformer Sensitivity to Microphone Manufacturing Tolerances
Proceedings of Nineteenth International Conference Systems for Automation of Engineering and Research SAER 2005 | September 2005
Microphone Array for Headset with Spatial Noise Suppressor
Ivan Tashev, Mike Seltzer, Alex Acero
Proceedings of Ninth International Workshop on Acoustic, Echo and Noise Control IWAENC 2005 | September 2005
Reverberation Reduction for Better Speech Recognition
Ivan Tashev, Daniel Allred
Joint Workshop on Hands-Free Speech Communication and Microphone Arrays (HSCMA) | March 2005
A New Beamformer Design Algorithm for Microphone Arrays
Ivan Tashev, Henrique S. Malvar
International Conference of Acoustic, Speech and Signal Processing | March 2005
Reverberation Reduction for Improved Speech Recognition
Ivan Tashev, Daniel Allred
Proceedings of Hands-Free Communication and Microphone Arrays | March 2005
Gain Self-Calibration Procedure for Microphone Arrays
Proc. of the Int. Conf. for Multimedia and Expo (ICME) | June 2004
Improving Meetings with Microphone Array Algorithms
Machine Learning Meets the User Interface Workshop, Neural Information Processing Systems NIPS 2003 | December 2003
Distributed Meetings: A Meeting Capture and Broadcasting System
Ross Cutler, Yong Rui, Anoop Gupta, JJ Cadiz, Ivan Tashev, Li-wei He, Alex Colburn, Zhengyou Zhang, Zicheng Liu, Steve Silverberg
Proceedings of ACM Multimedia 2002 | December 2002
-
Whispering Wearables: Multimodal Approach to Silent Speech Recognition with Head-Worn Devices
Tanmay Srivastava, R. Michael Winters, Yu-Te Wang, Thomas M. Gable, Teresa LaScala, Ivan Tashev
International Conference on Multimodal Interaction | November 2024
Workload estimator using EEG and eye-tracking
Ivan Tashev, Christine Beauchene, R. Michael Winters, Yu Te Wang, David Johnston, Nathaniel Bridges, Justin R. Estepp
EMBC 2024 | July 2024
Evaluating the Feasibility of Visual Imagery for an EEG-Based Brain–Computer Interface
Justin Kilmarx, Ivan Tashev, José del R. Millán, James Sulzer, Jarrod Lewis-Peacock
IEEE Transactions on Neural Systems and Rehabilitation Engineering | June 2024, Vol 32: pp. 2209-2219
Investigating Visual Imagery as a BCI Control Strategy: A Pilot Study
Justin Kilmarx, Hannes Gamper, Dimitra Emmanouilidou, David Johnston, Ed Cutrell, Andrew D. Wilson, Ivan Tashev
February 2022
A Closed-loop Adaptive Brain-computer Interface Framework: Improving the Classifier with the Use of Error-related Potentials
Kuan-Jung Chiang, Dimitra Emmanouilidou, Hannes Gamper, David Johnston, Mihai Jalobeanu, Ed Cutrell, Andrew D. Wilson, Winko An, Ivan Tashev
International IEEE/EMBS Conference on Neural Engineering | May 2021
The INTERSPEECH 2020 Deep Noise Suppression Challenge: Datasets, Subjective Testing Framework, and Challenge Results
Chandan K. A. Reddy, Vishak Gopal, Ross Cutler, Ebrahim Beyrami, Roger Cheng, Harishchandra Dubey, Sergiy Matusevych, Robert Aichner, Ashkan Aazami, Sebastian Braun, Puneet Rana, Sriram Srinivasan, Johannes Gehrke
Interspeech | October 2020
Data augmentation and loss normalization for deep noise suppression
International Conference on Speech and Computer (SPECOM) | October 2020
Sentiment Detection from ASR Output
Ivan Tashev, Dimitra Emmanouilidou
International Conference on Information Technologies | September 2019
CURE Dataset: Ladder Networks for Audio Event Classification
Harishchandra Dubey, Dimitra Emmanouilidou, Ivan Tashev
2019 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PacRim) | August 2019
Cross Modal Audio Search and Retrieval with Joint Embeddings Based on Text and Audio
Benjamin Martinez, Shuayb Zarar, Bhiksha Raj
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | May 2019
Blind reverberation time estimation using a convolutional neural network
Proc. International Workshop on Acoustic Signal Enhancement (IWAENC) | September 2018
Nominated for best paper award
A Wearable System for Articulated Human Pose Tracking under Uncertainty of Sensor Placement
Xuesu Xiao, Shuayb Zarar
IEEE RAS/EMBS Int. Conf. Biomedical Robotics and Biomechatronics (BioRob) | August 2018
Machine Learning for Placement-insensitive Inertial Motion Capture
Xuesu Xiao, Shuayb Zarar
IEEE Int. Conf. Robotics and Automation (ICRA) | May 2018
Spatial audio feature discovery with convolutional neural networks
Etienne Thuillier, Hannes Gamper, Ivan Tashev
Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | April 2018
Convolutional-Recurrent Neural Networks for Speech Enhancement
Han Zhao, Shuayb Zarar, Ivan Tashev, Chin-Hui Lee
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
Limiting Numerical Precision of Neural Networks to Achieve Real-time Voice Activity Detection
Jong-Hwan Ko, Josh Fromm, Matthai Philipose, Ivan Tashev, Shuayb Zarar
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
Constrained Convolutional-recurrent Networks to Improve Speech Quality with Low Impact on Recognition Accuracy
Rasool Fakoor, Xiaodong He, Ivan Tashev, Shuayb Zarar
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
A Hybrid Approach to Combining Conventional and Deep Learning Techniques for Single-channel Speech Enhancement and Recognition
Yan-Hui Tu, Ivan Tashev, Shuayb Zarar, Chin-Hui Lee
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
Packet Loss Concealment with Recurrent Neural Networks for Wireless Inertial Pose Tracking
Xuesu Xiao, Shuayb Zarar
IEEE Int. Conf. Wearable and Implantable Body Sensor Networks (BSN) | March 2018
Precision Scaling of Neural Networks for Audio Processing
Jong Hwan Ko, Josh Fromm, Matthai Philipose, Ivan Tashev, Shuayb Zarar
Neural Information Processing Systems (NIPS) | December 2017
Wkshp. on Machine Learning for Audio Signal Processing
Reinforcement Learning To Adapt Speech Enhancement to Instantaneous Input Signal Quality
Rasool Fakoor, Xiaodong He, Ivan Tashev, Shuayb Zarar
Neural Information Processing Systems (NIPS) | December 2017
Wkshp. on Machine Learning for Audio Signal Processing
Unsupervised Deep Representation Learning to Remove Motion Artifacts in Free-mode Body Sensor Networks
Shuayb Zarar, Ivan Tashev
IEEE Int. Conf. Wearable and Implantable Body Sensor Networks (BSN) | May 2017
A Statistical Approach to Semi-supervised Speech Enhancement with Low-order Non Negative Matrix Factorization
Shuayb Zarar, Ivan Tashev
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | March 2017
Ultrasound-based Gesture Recognition
Amit Das, Ivan Tashev, Shuayb Zarar
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | March 2017
Inference Remapping for Vehicular Analytics
Victor Bahl, Srikanth Kandula, Ashish Patro, Shuayb Zarar
MSR-TR-2016-1136 | August 2016
Published by Microsoft
An Ultra-low Power Always-on Camera Front-end for Posture Detection in Body-worn Cameras Using Restricted Boltzman Machines
Soham Desai, Shuayb Zarar, Arijit Raychowdhury
IEEE Trans. Multi-Scale Computing Systems (TMSCS) | January 2016, Vol 1: pp. 187-194
Exploiting On-device Image Classification for Energy-efficiency In Ambient-aware Systems
Shuayb Zarar, Swagath Venkataramani, Xian-Sheng Hua, Jie Liu, Jin Li
Springer Mobile Cloud Visual Media Computing (MCVMC) | Published by Springer | 2015 | Springer Mobile Cloud Visual Media Computing (MCVMC) edition
High-level Feature Representation using Recurrent Neural Network for Speech Emotion Recognition
Jinkyu Lee, Ivan Tashev
Interspeech 2015 | September 2015
Scalable-effort Classifiers for Energy-efficient Machine Learning
Swagath Venkataramani, Anand Raghunathan, Jie Liu, Shuayb Zarar
IEEE/ACM Design Automation Conference (DAC) | June 2015
SAPPHIRE: An Always-on Context-aware Computer Vision System for Portable Devices
Swagath Venkataramani, Victor Bahl, Xian-Sheng Hua, Jie Liu, Jin Li, Bodhi Priyantha, Matthai Philipose, Shuayb Zarar
IEEE/ACM Conf. Design Automation and Test in Europe (DATE) | March 2015
Energy Scaling in Multi-tiered Sensing Systems Through Compressive Sensing
Shuayb Zarar, Jie Liu, Matthai Philipose
IEEE Custom Integrated Circuits Conference (CICC) | September 2014
Best paper award nomination
HRTF Magnitude Synthesis via Sparse Representation of Anthropometric Features
Piotr Bilinski, Jens Ahrens, Mark R.P. Thomas, Ivan Tashev, John C. Platt
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2014
HRTF Phase Synthesis via Sparse Representation of Anthropometric Features
Information Theory and Applications Workshop | February 2014
Algorithm-driven Architectural Design Space Exploration of Domain-specific Medical-sensor Processors
Shuayb Zarar, Niraj K. Jha, Naveen Verma
IEEE Trans. Very Large Scale Integration (VLSI) Systems | September 2013, Vol 21: pp. 1849-1862
Enabling Advanced Inference on Sensor Nodes Through Direct Use of Compressively Sensed Signals
Shuayb Zarar, Niraj K. Jha, Naveen Verma
IEEE Conf. Design Automation and Test in Europe (DATE) | March 2012
Sub-threshold Computational Circuits for High-order Data-driven Analysis of Physiological Signals
Shuayb Zarar, Niraj Jha, Naveen Verma
IEEE Sub-threshold Microelectronics Conference | July 2011
A Data-driven Modeling Approach to Stochastic Computation for Low-energy Biomedical Devices
Kyong-Ho Lee, Kuk Jang, Shuayb Zarar, Ali Shoeb, Naveen Verma
IEEE/ACM Design Automation Conference (DAC) | June 2011
Design Automation Conference (DAC)
A Low-energy Computation Platform for Data-driven Biomedical Monitoring
Shuayb Zarar, Niraj K. Jha, Naveen Verma
IEEE/ACM Design Automation Conference (DAC) | June 2011
-
Whispering Wearables: Multimodal Approach to Silent Speech Recognition with Head-Worn Devices
Tanmay Srivastava, R. Michael Winters, Yu-Te Wang, Thomas M. Gable, Teresa LaScala, Ivan Tashev
International Conference on Multimodal Interaction | November 2024
TongueTap: Multimodal Tongue Gesture Recognition with Head-Worn Devices
Tan Gemicioglu, R. Michael Winters, Yu-Te Wang, Thomas M. Gable, Ivan Tashev
25th ACM International Conference on Multimodal Interaction | October 2023
On the Effect of Size and Contrast of the SSVEP Visual Stimuations on Classification Accuracy and User-Friendliness in Virtual Reality
Hakim Si-Mohammed, Christian Holz, Andrew D. Wilson, Hannes Gamper, Adrian KC Lee, Dimitra Emmanouilidou, Ed Cutrell, Ivan Tashev
International Winter Conference on Brain-Computer Interface | February 2023
Modelling the Training Process
Ivan Tashev, R. Michael Winters, Yu-Te Wang, David Johnston, Alexander Reyes, Justin Estepp
IEEE RAPiD | September 2022
Sound Capture and Speech Enhancement for Speech-Enabled Devices
December 2021
A Wearable System for Articulated Human Pose Tracking under Uncertainty of Sensor Placement
Xuesu Xiao, Shuayb Zarar
IEEE RAS/EMBS Int. Conf. Biomedical Robotics and Biomechatronics (BioRob) | August 2018
Machine Learning for Placement-insensitive Inertial Motion Capture
Xuesu Xiao, Shuayb Zarar
IEEE Int. Conf. Robotics and Automation (ICRA) | May 2018
Packet Loss Concealment with Recurrent Neural Networks for Wireless Inertial Pose Tracking
Xuesu Xiao, Shuayb Zarar
IEEE Int. Conf. Wearable and Implantable Body Sensor Networks (BSN) | March 2018
Unsupervised Deep Representation Learning to Remove Motion Artifacts in Free-mode Body Sensor Networks
Shuayb Zarar, Ivan Tashev
IEEE Int. Conf. Wearable and Implantable Body Sensor Networks (BSN) | May 2017
Cost Function for Sound Source Localization with Arbitrary Microphone Arrays
Ivan Tashev, Long Le, Vani Gopalakrishna, Andrew Lovitt
Proc. HSCMA | March 2017
Measuring the Impact of Memory Errors on Application Performance
Mark Gottscho, Bikash Sharma, Puneet Gupta, Shuayb Zarar, Sriram Govindan, Di Wang
IEEE Computer Architecture Letters (CAL) | August 2016
FXplore: Creating Soft Heterogeneity in Clusters Through BIOS Reconfiguration
Xin Zhang, Shuayb Zarar, Sherief Reda
IEEE/ACM Symp. Cluster, Cloud and Grid Computing (CCGrid) | May 2016
X-Mem: A Cross-platform and Extensible Memory Characterization Tool For the Cloud
Mark Gottscho, Sriram Govindan, Bikash Sharma, Shuayb Zarar, Puneet Gupta
IEEE Symp. Performance Analysis of Systems and Software (ISPASS) | April 2016
An Ultra-low Power Always-on Camera Front-end for Posture Detection in Body-worn Cameras Using Restricted Boltzman Machines
Soham Desai, Shuayb Zarar, Arijit Raychowdhury
IEEE Trans. Multi-Scale Computing Systems (TMSCS) | January 2016, Vol 1: pp. 187-194
Exploiting On-device Image Classification for Energy-efficiency In Ambient-aware Systems
Shuayb Zarar, Swagath Venkataramani, Xian-Sheng Hua, Jie Liu, Jin Li
Springer Mobile Cloud Visual Media Computing (MCVMC) | Published by Springer | 2015 | Springer Mobile Cloud Visual Media Computing (MCVMC) edition
A Compressed-sensing Sensor-on-chip Incorporating Statistics Collection to Improve Reconstruction Performance
Vahid Behravan, Shuo Li, Neil Glover, Chia-Hung Chen, Shuayb Zarar, Gabor Temes, Patrick Chiang
IEEE Custom Integrated Circuits Conference (CICC) | September 2015
An Ultra-low Power, “Always-on” Camera Front-end for Posture Detection in Body Worn Cameras Using Restricted Boltzman Machines
Soham Desai, Shuayb Zarar, Arijit Raychowdhury
IEEE Symposium on Low Power Electronic Design (ISLPED) | June 2015
Rate-Adaptive Compressed-Sensing and Sparsity Variance of Biomedical Signals
Vahid Behravan, Neil E. Glover, Rutger Farry, Shuayb Zarar, Patrick Y. Chiang
IEEE Int. Conf. Wearable and Implantable Body Sensor Networks (BSN) | June 2015
Scalable-effort Classifiers for Energy-efficient Machine Learning
Swagath Venkataramani, Anand Raghunathan, Jie Liu, Shuayb Zarar
IEEE/ACM Design Automation Conference (DAC) | June 2015
SAPPHIRE: An Always-on Context-aware Computer Vision System for Portable Devices
Swagath Venkataramani, Victor Bahl, Xian-Sheng Hua, Jie Liu, Jin Li, Bodhi Priyantha, Matthai Philipose, Shuayb Zarar
IEEE/ACM Conf. Design Automation and Test in Europe (DATE) | March 2015
Energy Scaling in Multi-tiered Sensing Systems Through Compressive Sensing
Shuayb Zarar, Jie Liu, Matthai Philipose
IEEE Custom Integrated Circuits Conference (CICC) | September 2014
Best paper award nomination
Hardware and Algorithms for Ultrasonic Depth Imaging
Ivan Dokmanic, Ivan Tashev
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2014
Daredevil: Indoor Location Using Sound
Ionut Constandache, Sharad Agarwal, Ivan Tashev, Romit Roy Choudhury
ACM Mobile Computing and Communications Review (MC2R) | April 2014
Signal Processing With Direct Computations on Compressively Sensed Data
Shuayb Zarar, Niraj K. Jha, Naveen Verma
IEEE Trans. Very Large Scale Integration (VLSI) Systems | February 2014, Vol 23(1): pp. 30-43
HRTF Phase Synthesis via Sparse Representation of Anthropometric Features
Information Theory and Applications Workshop | February 2014
A 0.6–107 µW Energy-Scalable Processor for Directly Analyzing Compressively-Sensed EEG
Shuayb Zarar, Kyong Ho Lee, Niraj K Jha, Naveen Verma
IEEE Trans. Circuits and Systems (TCAS) – I: Regular Papers | January 2014, Vol 61: pp. 1105-1118
Algorithm-driven Architectural Design Space Exploration of Domain-specific Medical-sensor Processors
Shuayb Zarar, Niraj K. Jha, Naveen Verma
IEEE Trans. Very Large Scale Integration (VLSI) Systems | September 2013, Vol 21: pp. 1849-1862
Kinect Development Kit: A Toolkit for Gesture- and Speech-Based Human-Machine Interaction
Signal Processing Magazine | September 2013
Design of Energy-efficient Sensing Systems with Direct Computations on Compressively-sensed Data
Shuayb Zarar
September 2013
PhD Thesis: Princeton University, Princeton NJ | September 2013
Data Driven Suppression Rule for Speech Enhancement
Ivan Tashev, Malcolm Slaney
Information Theory and Applications Workshop | February 2013
Microphone Array Processing for Distant Speech Recognition: Towards Real-World Deployment
Kenichi Kumatani, Takayuki Arakawa, Kazumasa Yamamoto, John McDonough, Bhiksha Raj, Rita Singh, Ivan Tashev
APSIPA Annual Summit and Conference | December 2012
HRTF Magnitude Modeling Using a Non-Regularized Least-Squares Fit of Spherical Harmonics Coefficients on Incomplete Data
Jens Ahrens, Mark Thomas, Ivan Tashev
APSIPA Annual Summit and Conference | December 2012
Beamformer Design Using Measured Microphone Directivity Patterns: Robustness to Modelling Error
Jens Ahrens, Ivan Tashev, Mark Thomas
APSIPA Annual Summit and Conference | December 2012
A Compressed-domain Processor for Seizure Detection to Simultaneously Reduce Computation and Communication Energy
Shuayb Zarar, Niraj K. Jha, Naveen Verma
IEEE Custom Integrated Circuits Conference (CICC) | September 2012
A Closed-loop System for Artifact Mitigation in Ambulatory Electrocardiogram Monitoring
Shuayb Zarar, Gene Marsh, Harinath Garudadri, Somdeb Majumdar
IEEE/ACM Conf. Design Automation and Test in Europe (DATE) | March 2012
Enabling Advanced Inference on Sensor Nodes Through Direct Use of Compressively Sensed Signals
Shuayb Zarar, Niraj K. Jha, Naveen Verma
IEEE Conf. Design Automation and Test in Europe (DATE) | March 2012
Concepts in Genetic System Design: Optimal and Reliable Methods
Shuayb Zarar
Published by LAP LAMBERT Academic Publishing | January 2012
ISBN: 978-3-8473-3169-8
Digital Pacer Detection in Diagnostic Grade ECG
Shuayb Zarar, Harinath Garudadri
IEEE Int. Conf. E-Health Networking Applications and Services (Healthcomm) | June 2011
Best-paper Award Nomination
A Data-driven Modeling Approach to Stochastic Computation for Low-energy Biomedical Devices
Kyong-Ho Lee, Kuk Jang, Shuayb Zarar, Ali Shoeb, Naveen Verma
IEEE/ACM Design Automation Conference (DAC) | June 2011
Design Automation Conference (DAC)
A Low-energy Computation Platform for Data-driven Biomedical Monitoring
Shuayb Zarar, Niraj K. Jha, Naveen Verma
IEEE/ACM Design Automation Conference (DAC) | June 2011
A New Speaker Identification Algorithm for Gaming Scenarios
Hoang Do, Ivan Tashev, Alex Acero
ICASSP | May 2011
Hardware Based Genetic Evolution of Self-adaptive Arbitrary Response FIR Filters
Shuayb Zarar, Noor Mahammad, Kamakoti Veezhinathan
ACM Journal of Applied Soft Computing (JSOC) | January 2011, Vol 11(1): pp. 842-854
Low-cost Space Varying FIR Filter Architecture for Computational Imaging Systems
Guotong Feng, Shuayb Zarar, Edward Schwartz, Dirk Robinson
SPIE Digital Photography VI | January 2010
Speech and Sound For In-Car Infotainment Systems
Ivan Tashev, Mike Seltzer, Y. C. Ju
Automotive User Interfaces and Interactive Vehicular Applications (AutomotiveUI 2009) | September 2009
Commute UX: Voice Enabled In-car Infotainment System
Ivan Tashev, Mike Seltzer, Y. C. Ju, Ye-Yi Wang, Alex Acero
Mobile HCI ’09: Workshop on Speech in Mobile and Pervasive Environments (SiMPE) | September 2009
Low-complexity Digital Filter Geometry for Spherical Coded Imaging
Guotong Feng, Shuayb Zarar, Dirk Robinson
SPIE Novel Optical Systems Design and Optimization XII | August 2009, Vol 7429
Unified Framework for Single Channel Speech Enhancement
Ivan Tashev, Andrew Lovitt, Alex Acero
2009 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing | August 2009
Peak Dynamic Power Estimation of FPGA-mapped Digital Designs
Shyamala K. Ravi, Shuayb Zarar, Kamakoti Veezhinathan
IEEE Symp. VLSI Design and Test | July 2009
Sound Capture and Processing: Practical Approaches
Published by Wiley | July 2009
ISBN: 978-0-470-31983-3
A Log-MMSE Adaptive Filter Using a non-Linear Spatial Filter
Mike Seltzer, Ivan Tashev
Proceedings of International Workshop on Acoustic, Echo and Noise Control IWAENC 2008 | September 2008
Data Driven Beamformer Design for Binaural Headset
Ivan Tashev, Mike Seltzer
Proceedings of International Workshop on Acoustic, Echo and Noise Control IWAENC 2008 | September 2008
Sound Capture System and Spatial Filter for Small Devices
Ivan Tashev, Slavy Mihov, Tyler Gleghorn, Alex Acero
Proceedings of Interspeech 2008 | September 2008
A SEU Tolerant CLB RAM for In-circuit Reconfiguration
K. S. Karthik, S. Sundar, N. Ramasubramanian, Noor Mahammad, Shuayb Zarar, Kamakoti Veezhinathan
IEEE Symp. VLSI Design and Test | July 2008
Concepts in Reliable and Optimal Systems Design
Shuayb Zarar
May 2008
Master's Thesis: Indian Institute of Technology Madras, India | May 2008
Academic Dissertations
Robust Design of Wideband Loudspeaker Arrays
Ivan Tashev, Jasha Droppo, Mike Seltzer, Alex Acero
Proc. of International Conference on Audio, Speech and Signal Processing | April 2008
A Genetic Approach to Gateless Custom VLSI Design Flow
Shuayb Zarar, Noor Mahammad, Kamakoti Veezhinathan
IEEE Int. Conf. Microelectronics (ICM) | December 2007
Selectively Weighted Multicast Scheduling Designs For Input-Queued Switches
Shuayb Zarar
IEEE Int. Symp. Signal Processing and Information Technology (ISSPIT) | December 2007
Split Iterative and Sequential Multicast Scheduling for IQ Switches
Shuayb Zarar
IEEE Int. Conf. Information, Communications & Signal Processing (ICICS) | December 2007
Microphone Array Post-Filter Using Incremental Bayes Learning to Track the Spatial Distribution of Speech and Noise
Mike Seltzer, Ivan Tashev, Alex Acero
Proceedings of International Conference on Audio, Speech and Signal Processing ICASSP 2007 | April 2007
Robust Adaptive Beamforming Algorithm Using Instantaneous Direction of Arrival with Enhanced Noise Suppression Capability
Byung-Jun Yoon, Ivan Tashev, Alex Acero
Proceedings of International Conference on Audio, Speech and Signal Processing ICASSP 2007 | April 2007
Optimized Multicast Scheduling Designs for Input Queued Switches
Shuayb Zarar
MSR-TR-2006-205 | August 2006
Published by International Business Machines (IBM) Zurich Research Laboratory
Technical Report
Modeling Arbitrator Delay-Area Dependencies in Customizable Instruction Set Processors
Shuayb Zarar, Siew-Kei Lam, Thambipillai Srikanthan
IEEE Int. Workshop on Electronic Design, Test and Applications (DELTA) | January 2006
A Compact Multi-Sensor Headset for Hands-Free Communication
Zicheng Liu, Michael Seltzer, Alex Acero, Ivan Tashev, Zhengyou Zhang, Mike Sinclair, Mike Seltzer
Proceedings of Workshop on Applications of Signal Processing to Audio and Acoustics | October 2005
Beamformer Sensitivity to Microphone Manufacturing Tolerances
Proceedings of Nineteenth International Conference Systems for Automation of Engineering and Research SAER 2005 | September 2005
Microphone Array for Headset with Spatial Noise Suppressor
Ivan Tashev, Mike Seltzer, Alex Acero
Proceedings of Ninth International Workshop on Acoustic, Echo and Noise Control IWAENC 2005 | September 2005
Reverberation Reduction for Better Speech Recognition
Ivan Tashev, Daniel Allred
Joint Workshop on Hands-Free Speech Communication and Microphone Arrays (HSCMA) | March 2005
A New Beamformer Design Algorithm for Microphone Arrays
Ivan Tashev, Henrique S. Malvar
International Conference of Acoustic, Speech and Signal Processing | March 2005
Reverberation Reduction for Improved Speech Recognition
Ivan Tashev, Daniel Allred
Proceedings of Hands-Free Communication and Microphone Arrays | March 2005
Gain Self-Calibration Procedure for Microphone Arrays
Proc. of the Int. Conf. for Multimedia and Expo (ICME) | June 2004
Gain Self-Calibration Procedure for Microphone Arrays
Proceedings of International Conference for Multimedia and Expo ICME 2004 | June 2004
Improving Meetings with Microphone Array Algorithms
Machine Learning Meets the User Interface Workshop, Neural Information Processing Systems NIPS 2003 | December 2003
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Whispering Wearables: Multimodal Approach to Silent Speech Recognition with Head-Worn Devices
Tanmay Srivastava, R. Michael Winters, Yu-Te Wang, Thomas M. Gable, Teresa LaScala, Ivan Tashev
International Conference on Multimodal Interaction | November 2024
TongueTap: Multimodal Tongue Gesture Recognition with Head-Worn Devices
Tan Gemicioglu, R. Michael Winters, Yu-Te Wang, Thomas M. Gable, Ivan Tashev
25th ACM International Conference on Multimodal Interaction | October 2023
Towards a Better Scoring
Ivan Tashev, R. Michael Winters, Yu-Te Wang, David Johnston, Justin Estepp, Nathaniel Bridges
RAPiD | September 2023
Adaptive Training System
Ivan Tashev, R. Michael Winters, Yu-Te Wang, David Johnston, Nathaniel Bridges
RAPiD | September 2023
Gaze & Tongue: A Subtle, Hands-Free Interaction for Head-Worn Devices
Tan Gemicioglu, R. Michael Winters, Yu-Te Wang, Thom Gable, Ann Paradiso, Ivan Tashev
CHI EA ’23: Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems | April 2023
Finalist – Best Interactivity Demo
On the Effect of Size and Contrast of the SSVEP Visual Stimuations on Classification Accuracy and User-Friendliness in Virtual Reality
Hakim Si-Mohammed, Christian Holz, Andrew D. Wilson, Hannes Gamper, Adrian KC Lee, Dimitra Emmanouilidou, Ed Cutrell, Ivan Tashev
International Winter Conference on Brain-Computer Interface | February 2023
Modelling the Training Process
Ivan Tashev, R. Michael Winters, Yu-Te Wang, David Johnston, Alexander Reyes, Justin Estepp
IEEE RAPiD | September 2022
Sound Capture and Speech Enhancement for Speech-Enabled Devices
December 2021
Decoding Music Attention from “EEG Headphones”: A User-Friendly Auditory Brain-Computer Interface
Winko W. An, Barbara Shinn-Cunningham, Hannes Gamper, Dimitra Emmanouilidou, David Johnston, Mihai Jalobeanu, Ed Cutrell, Andrew D. Wilson, Kuan-Jung Chiang, Ivan Tashev
ICASSP 2021 | June 2021
Can You Hear My Heartbeat?: Hearing an Expressive Biosignal Elicits Empathy
R. Michael Winters, Bruce N. Walker, Grace Leslie
2021 Human Factors in Computing Systems | May 2021
Improving the perception of a sound source’s polar angle in mixed reality
May 2018
Acoustical Society of America
Spatial audio feature discovery with convolutional neural networks
Etienne Thuillier, Hannes Gamper, Ivan Tashev
Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | April 2018
Head-related transfer function personalization for the needs of spatial audio in mixed and virtual reality
The Journal of the Acoustical Society of America | June 2017, Vol 141
Learning Utterance-level Representations for Speech Emotion and Age/Gender Recognition Using Deep Neural Networks
Zhong-Qiu Wang, Ivan Tashev
Proc. ICASSP | March 2017
Interaural time delay personalisation using incomplete head scans
Hannes Gamper, David Johnston, Ivan Tashev
Proc. ICASSP | March 2017
Speech Emotion Recognition based on Gaussian Mixture Models and Deep Neural Networks
Ivan Tashev, Zhong-Qiu Wang, Keith Godin
Proc. ITA | February 2017
Applications of 3D Spherical Transforms To Personalization Of Head-Related Transfer Functions
Archontis Politis, Mark Thomas, Hannes Gamper, Ivan Tashev
Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | March 2016
BFGUI: An Interactive Tool for the Synthesis and Analysis of Microphone Array Beamformers
Mark Thomas, Hannes Gamper, Ivan Tashev
Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | March 2016
Anthropometric Parameterisation of a Spherical Scatterer ITD Model with Arbitrary Ear Angles
Hannes Gamper, Mark Thomas, Ivan Tashev
Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) | October 2015
High-level Feature Representation using Recurrent Neural Network for Speech Emotion Recognition
Jinkyu Lee, Ivan Tashev
Interspeech 2015 | September 2015
Dereverberation Sweet Spot Dilation with Combined Channel Equalization and Beamforming
Mark Thomas, Hannes Gamper, Ivan Tashev
IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP) | April 2015
Estimation of Multipath Propagation Delays and Interaural Time Differences from 3-D Head Scans
Hannes Gamper, Mark Thomas, Ivan Tashev
IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP) | April 2015
Blur Kernel Estimation Approach to Blind Reverberation Time Estimation
Mark Thomas, Ivan Tashev
IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP) | April 2015
Assisted Listening Using a Headset
Hannes Gamper, A. Franck, J. Rämö, L. Savioja, V. Välimäki
IEEE Signal Processing Magazine | March 2015
(accepted for publication)
Speech Emotion Recognition Using Deep Neural Network and Extreme Learning Machine
Kun Han, Dong Yu, Ivan Tashev
Interspeech 2014 | September 2014
Technological Trends in Natural User Interfaces
“Human-Computer Interaction: Present and Future Trends”, P Montuschi, A Sanna, F Lamberti, and G Paravati, eds. | Published by IEEE – Institute of Electrical and Electronics Engineers | 2014
P Montuschi, A Sanna, F Lamberti, and G Paravati, "Human-Computer Interaction: Present and Future Trends," Computing Now, vol. 7, no. 9, September 2014, IEEE Computer Society [online]; http://www.computer.org/portal/web/computingnow/archive/september2014.
Hardware and Algorithms for Ultrasonic Depth Imaging
Ivan Dokmanic, Ivan Tashev
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2014
A Method for Converting Between Cylindrical and Spherical Harmonic Representations of Sound Fields
Mark Thomas, Jens Ahrens, Ivan Tashev
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2014
Enabling technologies for audio augmented reality systems
H. Gamper, Hannes Gamper
May 2014
PhD Thesis: Aalto University, Finland | May 2014
HRTF Phase Synthesis via Sparse Representation of Anthropometric Features
Information Theory and Applications Workshop | February 2014
Data Driven Suppression Rule for Speech Enhancement
Ivan Tashev, Malcolm Slaney
Information Theory and Applications Workshop | February 2013
Microphone Array Processing for Distant Speech Recognition: Towards Real-World Deployment
Kenichi Kumatani, Takayuki Arakawa, Kazumasa Yamamoto, John McDonough, Bhiksha Raj, Rita Singh, Ivan Tashev
APSIPA Annual Summit and Conference | December 2012
HRTF Magnitude Modeling Using a Non-Regularized Least-Squares Fit of Spherical Harmonics Coefficients on Incomplete Data
Jens Ahrens, Mark Thomas, Ivan Tashev
APSIPA Annual Summit and Conference | December 2012
Beamformer Design Using Measured Microphone Directivity Patterns: Robustness to Modelling Error
Jens Ahrens, Ivan Tashev, Mark Thomas
APSIPA Annual Summit and Conference | December 2012
GeoBoids: A Mobile AR Application for Exergaming
R. W. Lindeman, G. Lee, L. Beattie, H. Gamper, R. Pathinarupothi, A. Akhilesh, Hannes Gamper
Proc. Int. Symp. Mixed and Augmented Reality (ISMAR) | November 2012
Coherence Based Double Talk Detector with Soft Decision
IEEE International Confrence on Acoustics, Speech, and Signal Processing (ICASSP) | March 2012
Optimizing Kinect: Audio and Acoustics (keynote)
Inormation Technologies and Applications Workshop | February 2012
Statistical Modeling of the Speech Signal
Ivan Tashev, Alex Acero
International Workshop on Acoustic, Echo, and Noise Control (IWAENC), Tel Aviv, Israel | September 2010
Reverberated Speech Signal Separation Based on Regularized Subband Feedforward ICA and Instantaneous Direction of Arrival
Lae-Hoon Kim, Ivan Tashev, Alex Acero
International Conference on Acoustics, Speech and Signal Processing | March 2010
Speech and Sound For In-Car Infotainment Systems
Ivan Tashev, Mike Seltzer, Y. C. Ju
Automotive User Interfaces and Interactive Vehicular Applications (AutomotiveUI 2009) | September 2009
Commute UX: Voice Enabled In-car Infotainment System
Ivan Tashev, Mike Seltzer, Y. C. Ju, Ye-Yi Wang, Alex Acero
Mobile HCI ’09: Workshop on Speech in Mobile and Pervasive Environments (SiMPE) | September 2009
A Log-MMSE Adaptive Filter Using a non-Linear Spatial Filter
Mike Seltzer, Ivan Tashev
Proceedings of International Workshop on Acoustic, Echo and Noise Control IWAENC 2008 | September 2008
Data Driven Beamformer Design for Binaural Headset
Ivan Tashev, Mike Seltzer
Proceedings of International Workshop on Acoustic, Echo and Noise Control IWAENC 2008 | September 2008
Sound Capture System and Spatial Filter for Small Devices
Ivan Tashev, Slavy Mihov, Tyler Gleghorn, Alex Acero
Proceedings of Interspeech 2008 | September 2008
Robust Design of Wideband Loudspeaker Arrays
Ivan Tashev, Jasha Droppo, Mike Seltzer, Alex Acero
Proc. of International Conference on Audio, Speech and Signal Processing | April 2008
Microphone Array Post-Filter Using Incremental Bayes Learning to Track the Spatial Distribution of Speech and Noise
Mike Seltzer, Ivan Tashev, Alex Acero
Proceedings of International Conference on Audio, Speech and Signal Processing ICASSP 2007 | April 2007
Robust Adaptive Beamforming Algorithm Using Instantaneous Direction of Arrival with Enhanced Noise Suppression Capability
Byung-Jun Yoon, Ivan Tashev, Alex Acero
Proceedings of International Conference on Audio, Speech and Signal Processing ICASSP 2007 | April 2007
A Compact Multi-Sensor Headset for Hands-Free Communication
Zicheng Liu, Michael Seltzer, Alex Acero, Ivan Tashev, Zhengyou Zhang, Mike Sinclair, Mike Seltzer
Proceedings of Workshop on Applications of Signal Processing to Audio and Acoustics | October 2005
Microphone Array for Headset with Spatial Noise Suppressor
Ivan Tashev, Mike Seltzer, Alex Acero
Proceedings of Ninth International Workshop on Acoustic, Echo and Noise Control IWAENC 2005 | September 2005
A New Beamformer Design Algorithm for Microphone Arrays
Ivan Tashev, Henrique S. Malvar
International Conference of Acoustic, Speech and Signal Processing | March 2005
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CMMD: Contrastive Multi-Modal Diffusion for Video-Audio Conditional Modeling
Ruihan Yang, Hannes Gamper, Sebastian Braun
AVGenL: Audio-Visual Generation and Learning (workshop at ECCV 2024) | September 2024
TongueTap: Multimodal Tongue Gesture Recognition with Head-Worn Devices
Tan Gemicioglu, R. Michael Winters, Yu-Te Wang, Thomas M. Gable, Ivan Tashev
25th ACM International Conference on Multimodal Interaction | October 2023
Sound Capture and Speech Enhancement for Speech-Enabled Devices
December 2021
Sentiment Detection from ASR Output
Ivan Tashev, Dimitra Emmanouilidou
International Conference on Information Technologies | September 2019
Aesthetic Modification of Room Impulse Responses for Interactive Auralization
Keith Godin, Hannes Gamper, Nikunj Raghuvanshi
AES International Conference on Immersive and Interactive Audio | March 2019
A Wearable System for Articulated Human Pose Tracking under Uncertainty of Sensor Placement
Xuesu Xiao, Shuayb Zarar
IEEE RAS/EMBS Int. Conf. Biomedical Robotics and Biomechatronics (BioRob) | August 2018
Machine Learning for Placement-insensitive Inertial Motion Capture
Xuesu Xiao, Shuayb Zarar
IEEE Int. Conf. Robotics and Automation (ICRA) | May 2018
Cost Function for Sound Source Localization with Arbitrary Microphone Arrays
Ivan Tashev, Long Le, Vani Gopalakrishna, Andrew Lovitt
Proc. HSCMA | March 2017
A Causal Speech Enhancement Approach Combining Data-driven Learning and Suppression Rule Estimation
Seyedmahdad Mirsamadi, Ivan Tashev
Proc. InterSpeech 2016 | May 2016
DNN-based Causal Voice Activity Detector
Ivan Tashev, Seyedmahdad Mirsamadi
Information Theory and Applications Workshop | February 2016
Acoustic Blur Kernel with Sliding Window for Blind Estimation of Reverberation Time
Felicia Lim, Mark R. P. Thomas, Patrick A. Naylor, Ivan Tashev
WASPAA | October 2015
High-level Feature Representation using Recurrent Neural Network for Speech Emotion Recognition
Jinkyu Lee, Ivan Tashev
Interspeech 2015 | September 2015
Blur Kernel Estimation Approach to Blind Reverberation Time Estimation
Mark Thomas, Ivan Tashev
IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP) | April 2015
Offline Voice Activity Detector Using Speech Supergaussianity
Information Theory and Applications Workshop | February 2015
Optimal Beamforming as a Time Domain Equalization Problem with Applications to Room Acoustics
Mark Thomas, Ivan Tashev, Felicia Lim, Patrick A. Naylor
IWAENC | September 2014
Application of Measured Directivity Patterns to Acoustic Array Processing
Mark Thomas
May 2014
Hardware and Algorithms for Ultrasonic Depth Imaging
Ivan Dokmanic, Ivan Tashev
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2014
A Method for Converting Between Cylindrical and Spherical Harmonic Representations of Sound Fields
Mark Thomas, Jens Ahrens, Ivan Tashev
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2014
HRTF Magnitude Synthesis via Sparse Representation of Anthropometric Features
Piotr Bilinski, Jens Ahrens, Mark R.P. Thomas, Ivan Tashev, John C. Platt
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2014
HRTF Phase Synthesis via Sparse Representation of Anthropometric Features
Information Theory and Applications Workshop | February 2014
Gentle Acoustic Crosstalk Cancelation Using the Spectral Division Method and Ambiophonics
Jens Ahrens, Mark Thomas, Ivan Tashev
Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics | October 2013
Data Driven Suppression Rule for Speech Enhancement
Ivan Tashev, Malcolm Slaney
Information Theory and Applications Workshop | February 2013
Microphone Array Processing for Distant Speech Recognition: Towards Real-World Deployment
Kenichi Kumatani, Takayuki Arakawa, Kazumasa Yamamoto, John McDonough, Bhiksha Raj, Rita Singh, Ivan Tashev
APSIPA Annual Summit and Conference | December 2012
HRTF Magnitude Modeling Using a Non-Regularized Least-Squares Fit of Spherical Harmonics Coefficients on Incomplete Data
Jens Ahrens, Mark Thomas, Ivan Tashev
APSIPA Annual Summit and Conference | December 2012
Beamformer Design Using Measured Microphone Directivity Patterns: Robustness to Modelling Error
Jens Ahrens, Ivan Tashev, Mark Thomas
APSIPA Annual Summit and Conference | December 2012
Optimal 3D Beamforming Using Measured Microphone Directivity Patterns
Mark Thomas, Jens Ahrens, Ivan Tashev
Proc. Intl. Workshop Acoust. Signal Enhancement (IWAENC) | September 2012
Coherence Based Double Talk Detector with Soft Decision
IEEE International Confrence on Acoustics, Speech, and Signal Processing (ICASSP) | March 2012
Optimizing Kinect: Audio and Acoustics (keynote)
Inormation Technologies and Applications Workshop | February 2012
Coherence Based Double Talk Detector with Adaptive Threshold
XX Scientific Conference ELECTRONICS ET2011 | September 2011
A New Speaker Identification Algorithm for Gaming Scenarios
Hoang Do, Ivan Tashev, Alex Acero
ICASSP | May 2011
Statistical Modeling of the Speech Signal
Ivan Tashev, Alex Acero
International Workshop on Acoustic, Echo, and Noise Control (IWAENC), Tel Aviv, Israel | September 2010
Dual stage probabilistic voice activity detector
Ivan Tashev, Andrew Lovitt, Alex Acero
NOISE-CON 2010 and 159th Meeting of the Acoustical Society of America | April 2010
Speech and Sound For In-Car Infotainment Systems
Ivan Tashev, Mike Seltzer, Y. C. Ju
Automotive User Interfaces and Interactive Vehicular Applications (AutomotiveUI 2009) | September 2009
Commute UX: Voice Enabled In-car Infotainment System
Ivan Tashev, Mike Seltzer, Y. C. Ju, Ye-Yi Wang, Alex Acero
Mobile HCI ’09: Workshop on Speech in Mobile and Pervasive Environments (SiMPE) | September 2009
Unified Framework for Single Channel Speech Enhancement
Ivan Tashev, Andrew Lovitt, Alex Acero
2009 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing | August 2009
Sound Capture and Processing: Practical Approaches
Published by Wiley | July 2009
ISBN: 978-0-470-31983-3
A Log-MMSE Adaptive Filter Using a non-Linear Spatial Filter
Mike Seltzer, Ivan Tashev
Proceedings of International Workshop on Acoustic, Echo and Noise Control IWAENC 2008 | September 2008
Data Driven Beamformer Design for Binaural Headset
Ivan Tashev, Mike Seltzer
Proceedings of International Workshop on Acoustic, Echo and Noise Control IWAENC 2008 | September 2008
Sound Capture System and Spatial Filter for Small Devices
Ivan Tashev, Slavy Mihov, Tyler Gleghorn, Alex Acero
Proceedings of Interspeech 2008 | September 2008
Robust Design of Wideband Loudspeaker Arrays
Ivan Tashev, Jasha Droppo, Mike Seltzer, Alex Acero
Proc. of International Conference on Audio, Speech and Signal Processing | April 2008
Microphone Array Post-Filter Using Incremental Bayes Learning to Track the Spatial Distribution of Speech and Noise
Mike Seltzer, Ivan Tashev, Alex Acero
Proceedings of International Conference on Audio, Speech and Signal Processing ICASSP 2007 | April 2007
Robust Adaptive Beamforming Algorithm Using Instantaneous Direction of Arrival with Enhanced Noise Suppression Capability
Byung-Jun Yoon, Ivan Tashev, Alex Acero
Proceedings of International Conference on Audio, Speech and Signal Processing ICASSP 2007 | April 2007
Stationary-Tones Interference Cancellation Using Adaptive Tracking
Ivan Tashev, Henrique S. Malvar
International Conference on Acoustics, Speech and Signal Processing | April 2007
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Training Audio Captioning Models without Audio
Soham Deshmukh, Benjamin Elizalde, Dimitra Emmanouilidou, Bhiksha Raj, Rita Singh, Huaming Wang
2024 International Conference on Acoustics, Speech, and Signal Processing | April 2024
Sound sample detection and numerosity estimation using auditory display
Hannes Gamper, Christina Dicke, Mark Billinghurst, Kai Puolamäki
ACM Transactions on Applied Perception | February 2013, Vol 10
http://doi.acm.org/10.1145/2422105.2422109
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Data Science Education: The Signal Processing Perspective [SP Education]
Sharon Gannot, Zheng-Hua Tan, Martin Haardt, Nancy F. Chen, Hoi-To Wai, Ivan Tashev, Walter Kellermann, Justin Dauwels
IEEE Signal Processing Magazine | November 2023, Vol 40(7): pp. 89-93
Can You Hear My Heartbeat?: Hearing an Expressive Biosignal Elicits Empathy
R. Michael Winters, Bruce N. Walker, Grace Leslie
2021 Human Factors in Computing Systems | May 2021
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Sentiment Detection from Speech Recognition Output
Ivan Tashev, Dimitra Emmanouilidou
Engineering Sciences | July 2020, Vol LVII(2)
Cross Modal Audio Search and Retrieval with Joint Embeddings Based on Text and Audio
Benjamin Martinez, Shuayb Zarar, Bhiksha Raj
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | May 2019
Convolutional-Recurrent Neural Networks for Speech Enhancement
Han Zhao, Shuayb Zarar, Ivan Tashev, Chin-Hui Lee
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
Limiting Numerical Precision of Neural Networks to Achieve Real-time Voice Activity Detection
Jong-Hwan Ko, Josh Fromm, Matthai Philipose, Ivan Tashev, Shuayb Zarar
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
Constrained Convolutional-recurrent Networks to Improve Speech Quality with Low Impact on Recognition Accuracy
Rasool Fakoor, Xiaodong He, Ivan Tashev, Shuayb Zarar
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
A Hybrid Approach to Combining Conventional and Deep Learning Techniques for Single-channel Speech Enhancement and Recognition
Yan-Hui Tu, Ivan Tashev, Shuayb Zarar, Chin-Hui Lee
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
Precision Scaling of Neural Networks for Audio Processing
Jong Hwan Ko, Josh Fromm, Matthai Philipose, Ivan Tashev, Shuayb Zarar
Neural Information Processing Systems (NIPS) | December 2017
Wkshp. on Machine Learning for Audio Signal Processing
Reinforcement Learning To Adapt Speech Enhancement to Instantaneous Input Signal Quality
Rasool Fakoor, Xiaodong He, Ivan Tashev, Shuayb Zarar
Neural Information Processing Systems (NIPS) | December 2017
Wkshp. on Machine Learning for Audio Signal Processing
A Statistical Approach to Semi-supervised Speech Enhancement with Low-order Non Negative Matrix Factorization
Shuayb Zarar, Ivan Tashev
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | March 2017
Synthesis of Device-Independent Noise Corpora for Speech Quality Assessment
Hannes Gamper, Lyle Corbin, David Johnston, Ivan Tashev
Proc. International Workshop on Acoustic Signal Enhancement (IWAENC) | September 2016
Synthesis of Device-Independent Noise Corpora for Realistic ASR Evaluation
Hannes Gamper, Mark R. P. Thomas, Lyle Corbin, Ivan Tashev
Proc. InterSpeech 2016 | August 2016
Efficient Implementation of the Spectral Division Method for Arbitrary Virtual Sound Fields
Jens Ahrens, Mark Thomas, Ivan Tashev
Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics | October 2013
Enhanced Sound Capture System for Small Devices
Slavy Mihov, Tyler Gleghorn, Ivan Tashev
Proceedings of XLIII International Scientific Conference on Information, Communication, and Energy Systems and Technologies ICEST 2008 | June 2008
An EM-based Probabilistic Approach for Acoustic Echo Suppression
Nilesh Madhu, Ivan Tashev, Alex Acero
Proceedings of International Conference on Audio, Speech and Signal Processing ICASSP 2008, Institute of Electrical and Electronics Engineers, Inc. | April 2008
Microphone Array Post-Processor Using Instantaneous Direction of Arrival
Ivan Tashev, Alex Acero
Proceedings of International Workshop on Acoustic, Echo and Noise Control IWAENC 2006 | September 2006
Suppression Rule for Speech Recognition Friendly Noise Suppressors
Ivan Tashev, Jasha Droppo, Alex Acero
Proceedings of Eight International Conference Digital Signal Processing and Applications DSPA’06 | March 2006
Reverberation Reduction for Improved Speech Recognition
Ivan Tashev, Daniel Allred
Proceedings of Hands-Free Communication and Microphone Arrays | March 2005
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Stress Monitoring using Multimodal Bio-sensing Headset
Joong Hoon Lee, Hannes Gamper, Ivan Tashev, Steven Dong, Siyuan Ma, Jacquelin Remaley, James D. Holbery, Sang Ho Yoon
CHI Conference on Human Factors in Computing Systems Extended Abstracts (CHI’20 Extended Abstracts) | April 2020
CURE Dataset: Ladder Networks for Audio Event Classification
Harishchandra Dubey, Dimitra Emmanouilidou, Ivan Tashev
2019 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PacRim) | August 2019
Rate-Adaptive Compressed-Sensing and Sparsity Variance of Biomedical Signals
Vahid Behravan, Neil E. Glover, Rutger Farry, Shuayb Zarar, Patrick Y. Chiang
IEEE Int. Conf. Wearable and Implantable Body Sensor Networks (BSN) | June 2015
Energy Scaling in Multi-tiered Sensing Systems Through Compressive Sensing
Shuayb Zarar, Jie Liu, Matthai Philipose
IEEE Custom Integrated Circuits Conference (CICC) | September 2014
Best paper award nomination
Signal Processing With Direct Computations on Compressively Sensed Data
Shuayb Zarar, Niraj K. Jha, Naveen Verma
IEEE Trans. Very Large Scale Integration (VLSI) Systems | February 2014, Vol 23(1): pp. 30-43
A 0.6–107 µW Energy-Scalable Processor for Directly Analyzing Compressively-Sensed EEG
Shuayb Zarar, Kyong Ho Lee, Niraj K Jha, Naveen Verma
IEEE Trans. Circuits and Systems (TCAS) – I: Regular Papers | January 2014, Vol 61: pp. 1105-1118
A Closed-loop System for Artifact Mitigation in Ambulatory Electrocardiogram Monitoring
Shuayb Zarar, Gene Marsh, Harinath Garudadri, Somdeb Majumdar
IEEE/ACM Conf. Design Automation and Test in Europe (DATE) | March 2012
Enabling Advanced Inference on Sensor Nodes Through Direct Use of Compressively Sensed Signals
Shuayb Zarar, Niraj K. Jha, Naveen Verma
IEEE Conf. Design Automation and Test in Europe (DATE) | March 2012
Sub-threshold Computational Circuits for High-order Data-driven Analysis of Physiological Signals
Shuayb Zarar, Niraj Jha, Naveen Verma
IEEE Sub-threshold Microelectronics Conference | July 2011
Digital Pacer Detection in Diagnostic Grade ECG
Shuayb Zarar, Harinath Garudadri
IEEE Int. Conf. E-Health Networking Applications and Services (Healthcomm) | June 2011
Best-paper Award Nomination
A Data-driven Modeling Approach to Stochastic Computation for Low-energy Biomedical Devices
Kyong-Ho Lee, Kuk Jang, Shuayb Zarar, Ali Shoeb, Naveen Verma
IEEE/ACM Design Automation Conference (DAC) | June 2011
Design Automation Conference (DAC)
A Low-energy Computation Platform for Data-driven Biomedical Monitoring
Shuayb Zarar, Niraj K. Jha, Naveen Verma
IEEE/ACM Design Automation Conference (DAC) | June 2011
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Cross Modal Audio Search and Retrieval with Joint Embeddings Based on Text and Audio
Benjamin Martinez, Shuayb Zarar, Bhiksha Raj
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | May 2019
Blind reverberation time estimation using a convolutional neural network
Proc. International Workshop on Acoustic Signal Enhancement (IWAENC) | September 2018
Nominated for best paper award
Convolutional-Recurrent Neural Networks for Speech Enhancement
Han Zhao, Shuayb Zarar, Ivan Tashev, Chin-Hui Lee
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
Limiting Numerical Precision of Neural Networks to Achieve Real-time Voice Activity Detection
Jong-Hwan Ko, Josh Fromm, Matthai Philipose, Ivan Tashev, Shuayb Zarar
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
Constrained Convolutional-recurrent Networks to Improve Speech Quality with Low Impact on Recognition Accuracy
Rasool Fakoor, Xiaodong He, Ivan Tashev, Shuayb Zarar
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
A Hybrid Approach to Combining Conventional and Deep Learning Techniques for Single-channel Speech Enhancement and Recognition
Yan-Hui Tu, Ivan Tashev, Shuayb Zarar, Chin-Hui Lee
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
Precision Scaling of Neural Networks for Audio Processing
Jong Hwan Ko, Josh Fromm, Matthai Philipose, Ivan Tashev, Shuayb Zarar
Neural Information Processing Systems (NIPS) | December 2017
Wkshp. on Machine Learning for Audio Signal Processing
Reinforcement Learning To Adapt Speech Enhancement to Instantaneous Input Signal Quality
Rasool Fakoor, Xiaodong He, Ivan Tashev, Shuayb Zarar
Neural Information Processing Systems (NIPS) | December 2017
Wkshp. on Machine Learning for Audio Signal Processing
Comparing Modeled and Measurement-Based Spherical Harmonic Encoding Filters for Spherical Microphone Arrays
Archontis Politis, Hannes Gamper
Proceedings of IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) | October 2017
A Statistical Approach to Semi-supervised Speech Enhancement with Low-order Non Negative Matrix Factorization
Shuayb Zarar, Ivan Tashev
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | March 2017
Ultrasound-based Gesture Recognition
Amit Das, Ivan Tashev, Shuayb Zarar
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | March 2017
Clock drift estimation and compensation for asynchronous impulse response measurements
Proc. Workshop on Hands-free Speech Communication and Microphone Arrays (HSCMA) | March 2017
Inference Remapping for Vehicular Analytics
Victor Bahl, Srikanth Kandula, Ashish Patro, Shuayb Zarar
MSR-TR-2016-1136 | August 2016
Published by Microsoft
Concepts in Genetic System Design: Optimal and Reliable Methods
Shuayb Zarar
Published by LAP LAMBERT Academic Publishing | January 2012
ISBN: 978-3-8473-3169-8
Concepts in Reliable and Optimal Systems Design
Shuayb Zarar
May 2008
Master's Thesis: Indian Institute of Technology Madras, India | May 2008
Academic Dissertations
Reverberation Reduction for Better Speech Recognition
Ivan Tashev, Daniel Allred
Joint Workshop on Hands-Free Speech Communication and Microphone Arrays (HSCMA) | March 2005
Reverberation Reduction for Improved Speech Recognition
Ivan Tashev, Daniel Allred
Proceedings of Hands-Free Communication and Microphone Arrays | March 2005
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Application of Measured Directivity Patterns to Acoustic Array Processing
Mark Thomas
May 2014
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A Wearable System for Articulated Human Pose Tracking under Uncertainty of Sensor Placement
Xuesu Xiao, Shuayb Zarar
IEEE RAS/EMBS Int. Conf. Biomedical Robotics and Biomechatronics (BioRob) | August 2018
Machine Learning for Placement-insensitive Inertial Motion Capture
Xuesu Xiao, Shuayb Zarar
IEEE Int. Conf. Robotics and Automation (ICRA) | May 2018
Packet Loss Concealment with Recurrent Neural Networks for Wireless Inertial Pose Tracking
Xuesu Xiao, Shuayb Zarar
IEEE Int. Conf. Wearable and Implantable Body Sensor Networks (BSN) | March 2018
Unsupervised Deep Representation Learning to Remove Motion Artifacts in Free-mode Body Sensor Networks
Shuayb Zarar, Ivan Tashev
IEEE Int. Conf. Wearable and Implantable Body Sensor Networks (BSN) | May 2017
Ultrasound-based Gesture Recognition
Amit Das, Ivan Tashev, Shuayb Zarar
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | March 2017
Inference Remapping for Vehicular Analytics
Victor Bahl, Srikanth Kandula, Ashish Patro, Shuayb Zarar
MSR-TR-2016-1136 | August 2016
Published by Microsoft
Measuring the Impact of Memory Errors on Application Performance
Mark Gottscho, Bikash Sharma, Puneet Gupta, Shuayb Zarar, Sriram Govindan, Di Wang
IEEE Computer Architecture Letters (CAL) | August 2016
FXplore: Creating Soft Heterogeneity in Clusters Through BIOS Reconfiguration
Xin Zhang, Shuayb Zarar, Sherief Reda
IEEE/ACM Symp. Cluster, Cloud and Grid Computing (CCGrid) | May 2016
X-Mem: A Cross-platform and Extensible Memory Characterization Tool For the Cloud
Mark Gottscho, Sriram Govindan, Bikash Sharma, Shuayb Zarar, Puneet Gupta
IEEE Symp. Performance Analysis of Systems and Software (ISPASS) | April 2016
An Ultra-low Power Always-on Camera Front-end for Posture Detection in Body-worn Cameras Using Restricted Boltzman Machines
Soham Desai, Shuayb Zarar, Arijit Raychowdhury
IEEE Trans. Multi-Scale Computing Systems (TMSCS) | January 2016, Vol 1: pp. 187-194
Exploiting On-device Image Classification for Energy-efficiency In Ambient-aware Systems
Shuayb Zarar, Swagath Venkataramani, Xian-Sheng Hua, Jie Liu, Jin Li
Springer Mobile Cloud Visual Media Computing (MCVMC) | Published by Springer | 2015 | Springer Mobile Cloud Visual Media Computing (MCVMC) edition
Rate-Adaptive Compressed-Sensing and Sparsity Variance of Biomedical Signals
Vahid Behravan, Neil E. Glover, Rutger Farry, Shuayb Zarar, Patrick Y. Chiang
IEEE Int. Conf. Wearable and Implantable Body Sensor Networks (BSN) | June 2015
Scalable-effort Classifiers for Energy-efficient Machine Learning
Swagath Venkataramani, Anand Raghunathan, Jie Liu, Shuayb Zarar
IEEE/ACM Design Automation Conference (DAC) | June 2015
SAPPHIRE: An Always-on Context-aware Computer Vision System for Portable Devices
Swagath Venkataramani, Victor Bahl, Xian-Sheng Hua, Jie Liu, Jin Li, Bodhi Priyantha, Matthai Philipose, Shuayb Zarar
IEEE/ACM Conf. Design Automation and Test in Europe (DATE) | March 2015
Energy Scaling in Multi-tiered Sensing Systems Through Compressive Sensing
Shuayb Zarar, Jie Liu, Matthai Philipose
IEEE Custom Integrated Circuits Conference (CICC) | September 2014
Best paper award nomination
Daredevil: Indoor Location Using Sound
Ionut Constandache, Sharad Agarwal, Ivan Tashev, Romit Roy Choudhury
ACM Mobile Computing and Communications Review (MC2R) | April 2014
Signal Processing With Direct Computations on Compressively Sensed Data
Shuayb Zarar, Niraj K. Jha, Naveen Verma
IEEE Trans. Very Large Scale Integration (VLSI) Systems | February 2014, Vol 23(1): pp. 30-43
Algorithm-driven Architectural Design Space Exploration of Domain-specific Medical-sensor Processors
Shuayb Zarar, Niraj K. Jha, Naveen Verma
IEEE Trans. Very Large Scale Integration (VLSI) Systems | September 2013, Vol 21: pp. 1849-1862
Kinect Development Kit: A Toolkit for Gesture- and Speech-Based Human-Machine Interaction
Signal Processing Magazine | September 2013
Enabling Advanced Inference on Sensor Nodes Through Direct Use of Compressively Sensed Signals
Shuayb Zarar, Niraj K. Jha, Naveen Verma
IEEE Conf. Design Automation and Test in Europe (DATE) | March 2012
Reclaiming the White Spaces: Spectrum Efficient Coexistence with Primary Users
George Nychis, Ranveer Chandra, Thomas Moscibroda, Ivan Tashev, Peter Steenkiste
CoNext 2011: 7th ACM International Conference on Emerging Networking Experiments and Technologies, Tokyo, Japan | December 2011
Selected as one of top 3 papers.
Sub-threshold Computational Circuits for High-order Data-driven Analysis of Physiological Signals
Shuayb Zarar, Niraj Jha, Naveen Verma
IEEE Sub-threshold Microelectronics Conference | July 2011
A Low-energy Computation Platform for Data-driven Biomedical Monitoring
Shuayb Zarar, Niraj K. Jha, Naveen Verma
IEEE/ACM Design Automation Conference (DAC) | June 2011
Hardware Based Genetic Evolution of Self-adaptive Arbitrary Response FIR Filters
Shuayb Zarar, Noor Mahammad, Kamakoti Veezhinathan
ACM Journal of Applied Soft Computing (JSOC) | January 2011, Vol 11(1): pp. 842-854
Low-complexity Digital Filter Geometry for Spherical Coded Imaging
Guotong Feng, Shuayb Zarar, Dirk Robinson
SPIE Novel Optical Systems Design and Optimization XII | August 2009, Vol 7429
Selectively Weighted Multicast Scheduling Designs For Input-Queued Switches
Shuayb Zarar
IEEE Int. Symp. Signal Processing and Information Technology (ISSPIT) | December 2007
Split Iterative and Sequential Multicast Scheduling for IQ Switches
Shuayb Zarar
IEEE Int. Conf. Information, Communications & Signal Processing (ICICS) | December 2007
Optimized Multicast Scheduling Designs for Input Queued Switches
Shuayb Zarar
MSR-TR-2006-205 | August 2006
Published by International Business Machines (IBM) Zurich Research Laboratory
Technical Report
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Modelling and estimation of the spatial impulse response in reverberant conditions
Ivan Tashev, Hannes Gamper, Lyle Corbin
June 2017
Acoustical Society of America
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Scalable-effort Classifiers for Energy-efficient Machine Learning
Swagath Venkataramani, Anand Raghunathan, Jie Liu, Shuayb Zarar
IEEE/ACM Design Automation Conference (DAC) | June 2015
SAPPHIRE: An Always-on Context-aware Computer Vision System for Portable Devices
Swagath Venkataramani, Victor Bahl, Xian-Sheng Hua, Jie Liu, Jin Li, Bodhi Priyantha, Matthai Philipose, Shuayb Zarar
IEEE/ACM Conf. Design Automation and Test in Europe (DATE) | March 2015
Low-cost Space Varying FIR Filter Architecture for Computational Imaging Systems
Guotong Feng, Shuayb Zarar, Edward Schwartz, Dirk Robinson
SPIE Digital Photography VI | January 2010
Low-complexity Digital Filter Geometry for Spherical Coded Imaging
Guotong Feng, Shuayb Zarar, Dirk Robinson
SPIE Novel Optical Systems Design and Optimization XII | August 2009, Vol 7429
PING: A Group-to-Individual Distributed Meeting System
Yong Rui, Eric Rudolph, Li-wei He, Henrique S. Malvar, Michael Cohen, Ivan Tashev
Proceedings of International Conference Multimedia and Expo | July 2006
A Compact Multi-Sensor Headset for Hands-Free Communication
Zicheng Liu, Michael Seltzer, Alex Acero, Ivan Tashev, Zhengyou Zhang, Mike Sinclair, Mike Seltzer
Proceedings of Workshop on Applications of Signal Processing to Audio and Acoustics | October 2005
Distributed Meetings: A Meeting Capture and Broadcasting System
Ross Cutler, Yong Rui, Anoop Gupta, JJ Cadiz, Ivan Tashev, Li-wei He, Alex Colburn, Zhengyou Zhang, Zicheng Liu, Steve Silverberg
Proceedings of ACM Multimedia 2002 | December 2002
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Sub-threshold Computational Circuits for High-order Data-driven Analysis of Physiological Signals
Shuayb Zarar, Niraj Jha, Naveen Verma
IEEE Sub-threshold Microelectronics Conference | July 2011
Peak Dynamic Power Estimation of FPGA-mapped Digital Designs
Shyamala K. Ravi, Shuayb Zarar, Kamakoti Veezhinathan
IEEE Symp. VLSI Design and Test | July 2009
Publications by Type
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Ultra-Low Latency Speech Enhancement -A Comprehensive Study
Haibin Wu, Sebastian Braun
2025 International Conference on Acoustics, Speech, and Signal Processing | April 2025
Whispering Wearables: Multimodal Approach to Silent Speech Recognition with Head-Worn Devices
Tanmay Srivastava, R. Michael Winters, Yu-Te Wang, Thomas M. Gable, Teresa LaScala, Ivan Tashev
International Conference on Multimodal Interaction | November 2024
CMMD: Contrastive Multi-Modal Diffusion for Video-Audio Conditional Modeling
Ruihan Yang, Hannes Gamper, Sebastian Braun
AVGenL: Audio-Visual Generation and Learning (workshop at ECCV 2024) | September 2024
Gaussian Flow Bridges for Audio Domain Transfer with Unpaired Data
Eloi Moliner, Sebastian Braun, Hannes Gamper
International Workshop on Acoustic Signal Enhancement (IWAENC) 2024 | September 2024
Domain mismatch and data augmentation in speech emotion recognition
Dimitra Emmanouilidou, Hannes Gamper, Midia Yousefi
SMM24, Interspeech Workshop on Speech, Music and Mind 2024 | September 2024
Multi-label audio classification with a noisy zero-shot teacher
Sebastian Braun, Hannes Gamper
International Workshop on Acoustic Signal Enhancement (IWAENC) | September 2024
Workload estimator using EEG and eye-tracking
Ivan Tashev, Christine Beauchene, R. Michael Winters, Yu Te Wang, David Johnston, Nathaniel Bridges, Justin R. Estepp
EMBC 2024 | July 2024
Adapting Frechet Audio Distance for Generative Music Evaluation
Azalea Gui, Hannes Gamper, Sebastian Braun, Dimitra Emmanouilidou
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | April 2024
Best student paper award at IEEE ICASSP 2024
Training Audio Captioning Models without Audio
Soham Deshmukh, Benjamin Elizalde, Dimitra Emmanouilidou, Bhiksha Raj, Rita Singh, Huaming Wang
2024 International Conference on Acoustics, Speech, and Signal Processing | April 2024
TongueTap: Multimodal Tongue Gesture Recognition with Head-Worn Devices
Tan Gemicioglu, R. Michael Winters, Yu-Te Wang, Thomas M. Gable, Ivan Tashev
25th ACM International Conference on Multimodal Interaction | October 2023
Towards a Better Scoring
Ivan Tashev, R. Michael Winters, Yu-Te Wang, David Johnston, Justin Estepp, Nathaniel Bridges
RAPiD | September 2023
Adaptive Training System
Ivan Tashev, R. Michael Winters, Yu-Te Wang, David Johnston, Nathaniel Bridges
RAPiD | September 2023
Speech MOS multi-task learning and rater bias correction
Haleh Akrami, Hannes Gamper
IEEE ICASSP | June 2023
Multi-View Learning for Speech Emotion Recognition
Daniel Tompkins, Dimitra Emmanouilidou, Soham Deshmukh, Benjamin Elizalde
International Conference on Acoustics, Speech and Signal Processing | June 2023
Towards Real-Time Single-Channel Speech Separation in Noisy and Reverberant Environments
Julian Neri, Sebastian Braun
2023 International Conference on Acoustics, Speech, and Signal Processing | June 2023
Gaze & Tongue: A Subtle, Hands-Free Interaction for Head-Worn Devices
Tan Gemicioglu, R. Michael Winters, Yu-Te Wang, Thom Gable, Ann Paradiso, Ivan Tashev
CHI EA ’23: Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems | April 2023
Finalist – Best Interactivity Demo
On the Effect of Size and Contrast of the SSVEP Visual Stimuations on Classification Accuracy and User-Friendliness in Virtual Reality
Hakim Si-Mohammed, Christian Holz, Andrew D. Wilson, Hannes Gamper, Adrian KC Lee, Dimitra Emmanouilidou, Ed Cutrell, Ivan Tashev
International Winter Conference on Brain-Computer Interface | February 2023
Modelling the Training Process
Ivan Tashev, R. Michael Winters, Yu-Te Wang, David Johnston, Alexander Reyes, Justin Estepp
IEEE RAPiD | September 2022
Predicting score distribution to improve non-intrusive speech quality estimation
Abu Zaher Md Faridee, Hannes Gamper
Interspeech | September 2022
Task splitting for DNN-based acoustic echo and noise removal
Sebastian Braun, Maria Luis Valero
IWAENC | September 2022
Towards all-purpose full-sphere binaural localization
Shoken Kaneko, Hannes Gamper
IEEE Eusipco | August 2022
Toxic Speech and Speech Emotions: Investigations of Audio-based Modeling and Intercorrelations
Wei-Cheng Lin, Dimitra Emmanouilidou
European Signal Processing Conference (EUSIPCO) | August 2022
ICASSP 2022 Acoustic Echo Cancellation Challenge
Ross Cutler, Ando Saabas, Tanel Parnamaa, Marju Purin, Hannes Gamper, Sebastian Braun, Karsten Sorensen, Robert Aichner
ICASSP | May 2022
ICASSP 2022 Deep Noise Suppression Challenge
Harishchandra Dubey, Vishak Gopal, Ross Cutler, Ashkan Aazami, Sergiy Matusevych, Sebastian Braun, Sefik Emre Eskimez, Manthan Thakker, Takuya Yoshioka, Hannes Gamper, Robert Aichner
ICASSP | May 2022
Effect of Noise Suppression Losses on Speech Distortion and ASR Performance
Sebastian Braun, Hannes Gamper
ICASSP | May 2022
Investigating Visual Imagery as a BCI Control Strategy: A Pilot Study
Justin Kilmarx, Hannes Gamper, Dimitra Emmanouilidou, David Johnston, Ed Cutrell, Andrew D. Wilson, Ivan Tashev
February 2022
Detection of Robocall and Spam Calls using Acoustic Features of Incoming Voicemails
Benjamin Elizalde, Dimitra Emmanouilidou
Proc. Mtgs. Acoust | December 2021
Sound Capture and Speech Enhancement for Speech-Enabled Devices
December 2021
Low complexity online convolutional beamforming
Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) | October 2021
A Fast Forest Reverberator Using Single Scattering Cylinders
Shoken Kaneko, Hannes Gamper
IEEE MMSP | October 2021
On training targets for noise-robust voice activity detection
European Signal Processing Conference (EUSIPCO) | August 2021
INTERSPEECH 2021 Acoustic Echo Cancellation Challenge
Ross Cutler, Ando Saabas, Tanel Panarmaa, Markus Loide, Sten Sootla, Marju Purin, Hannes Gamper, Sebastian Braun, Robert Aichner, Sriram Srinivasan
Interspeech 2021 | August 2021
Audio-based Toxic Language Classification using Self-attentive Convolutional Neural Network
Midia Yousefi, Dimitra Emmanouilidou
2021 29th European Signal Processing Conference (EUSIPCO) | August 2021
A Consolidated View of Loss Functions for Supervised Deep Learning-based Speech Enhancement
International Conference on Telecommunications and Signal Processing | July 2021
ICASSP 2021 Acoustic Echo Cancellation Challenge: Datasets, Testing Framework, and Results
Kusha Sridhar, Ross Cutler, Ando Saabas, Tanel Parnamaa, Markus Loide, Hannes Gamper, Sebastian Braun, Robert Aichner, Sriram Srinivasan
2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | June 2021
ICASSP 2021 Deep Noise Suppression Challenge
Chandan K A Reddy, Harishchandra Dubey, Vishak Gopal, Ross Cutler, Sebastian Braun, Hannes Gamper, Robert Aichner, Sriram Srinivasan
2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | June 2021
DBNET: DOA-driven beamforming network for end-to-end farfield sound source separation
Ali Aroudi, Sebastian Braun
2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | June 2021
Towards Efficient Models for Real-Time Deep Noise Suppression
Sebastian Braun, Hannes Gamper, Chandan K A Reddy, Ivan Tashev
2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | June 2021
Decoding Music Attention from “EEG Headphones”: A User-Friendly Auditory Brain-Computer Interface
Winko W. An, Barbara Shinn-Cunningham, Hannes Gamper, Dimitra Emmanouilidou, David Johnston, Mihai Jalobeanu, Ed Cutrell, Andrew D. Wilson, Kuan-Jung Chiang, Ivan Tashev
ICASSP 2021 | June 2021
A Closed-loop Adaptive Brain-computer Interface Framework: Improving the Classifier with the Use of Error-related Potentials
Kuan-Jung Chiang, Dimitra Emmanouilidou, Hannes Gamper, David Johnston, Mihai Jalobeanu, Ed Cutrell, Andrew D. Wilson, Winko An, Ivan Tashev
International IEEE/EMBS Conference on Neural Engineering | May 2021
Can You Hear My Heartbeat?: Hearing an Expressive Biosignal Elicits Empathy
R. Michael Winters, Bruce N. Walker, Grace Leslie
2021 Human Factors in Computing Systems | May 2021
The INTERSPEECH 2020 Deep Noise Suppression Challenge: Datasets, Subjective Testing Framework, and Challenge Results
Chandan K. A. Reddy, Vishak Gopal, Ross Cutler, Ebrahim Beyrami, Roger Cheng, Harishchandra Dubey, Sergiy Matusevych, Robert Aichner, Ashkan Aazami, Sebastian Braun, Puneet Rana, Sriram Srinivasan, Johannes Gehrke
Interspeech | October 2020
Data augmentation and loss normalization for deep noise suppression
International Conference on Speech and Computer (SPECOM) | October 2020
Blind C50 estimation from single-channel speech using a convolutional neural network
Proc. IEEE Int. Workshop Multimedia Signal Processing (MMSP) | September 2020
Anthropometric Features Estimation Using Integrated Sensors on a Headphone for HRTF Personalization
Md Tamzeed Islam, Ivan Tashev
2020 AES INTERNATIONAL CONFERENCE ON AUDIO FOR VIRTUAL AND AUGMENTED REALITY | August 2020
Towards encoding perceptually salient early reflections for parametric spatial audio rendering
Fabian Brinkmann, Hannes Gamper, Nikunj Raghuvanshi, Ivan Tashev
AES convention | June 2020
Predicting Word Error Rate for Reverberant Speech
Hannes Gamper, Dimitra Emmanouilidou, Sebastian Braun, Ivan Tashev
International Conference on Acoustics, Speech and Signal Processing (ICASSP) | May 2020
Joint beamforming and reverberation cancellation using a constrained Kalman filter with multichannel linear prediction
Sahar Hashemgeloogerdi, Sebastian Braun
International Conference on Acoustics, Speech and Audio Processing (ICASSP) | May 2020
Supervised Deep Hashing for Efficient Audio Event Retrieval
Arindam Jati, Dimitra Emmanouilidou
2020 International Conference on Acoustics, Speech, and Signal Processing | May 2020
Weighted Speech Distortion Losses for Neural-Network-Based Real-Time Speech Enhancement
Yangyang Xia, Sebastian Braun, Chandan K. A. Reddy, Harishchandra Dubey, Ross Cutler, Ivan Tashev
International Conference on Acoustics, Speech and Signal Processing (ICASSP) | May 2020
Stress Monitoring using Multimodal Bio-sensing Headset
Joong Hoon Lee, Hannes Gamper, Ivan Tashev, Steven Dong, Siyuan Ma, Jacquelin Remaley, James D. Holbery, Sang Ho Yoon
CHI Conference on Human Factors in Computing Systems Extended Abstracts (CHI’20 Extended Abstracts) | April 2020
Decoding auditory and tactile attention for use in an EEG-based brain-computer interface
Winko W. An, Hakim Si-Mohammed, Nicholas Huang, Hannes Gamper, Adrian KC Lee, Christian Holz, David Johnston, Mihai Jalobeanu, Dimitra Emmanouilidou, Ed Cutrell, Andrew D. Wilson, Ivan Tashev
International Winter Conference on Brain-Computer Interface | February 2020
Intrusive and Non-Intrusive Perceptual Speech Quality Assessment Using a Convolutional Neural Network
Hannes Gamper, Chandan K A Reddy, Ross Cutler, Ivan Tashev, Johannes Gehrke
IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) | October 2019
Acoustic Localization using Spatial Probability in Noisy and Reverberant Environments
Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) | October 2019
Sentiment Detection from ASR Output
Ivan Tashev, Dimitra Emmanouilidou
International Conference on Information Technologies | September 2019
The effect of room acoustics on audio event classification
Dimitra Emmanouilidou, Hannes Gamper
Proc. 23rd International Congress on Acoustics (ICA) | September 2019
CURE Dataset: Ladder Networks for Audio Event Classification
Harishchandra Dubey, Dimitra Emmanouilidou, Ivan Tashev
2019 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PacRim) | August 2019
Cross Modal Audio Search and Retrieval with Joint Embeddings Based on Text and Audio
Benjamin Martinez, Shuayb Zarar, Bhiksha Raj
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | May 2019
Non-intrusive Speech Quality Assessment Using Neural Networks
Anderson R. Avila, Hannes Gamper, Chandan K. A. Reddy, Ross Cutler, Ivan Tashev, Johannes Gehrke
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2019
Improving Binaural Ambisonics Decoding by Spherical Harmonics Domain Tapering and Coloration Compensation
Christoph Hold, Hannes Gamper, Ville Pulkki, Nikunj Raghuvanshi, Ivan Tashev
Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2019
Blind Room Volume Estimation from Single-channel Noisy Speech
Andrea Genovese, Hannes Gamper, Ville Pulkki, Nikunj Raghuvanshi, Ivan Tashev
Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2019
Directional interference suppression using a spatial relative transfer function feature
International Conference on Acoustics, Speech and Signal Processing | May 2019
A Sparsity Measure for Echo Density Growth in General Environments
Helena Peic Tukuljac, Ville Pulkki, Hannes Gamper, Keith Godin, Ivan Tashev, Nikunj Raghuvanshi
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2019
Aesthetic Modification of Room Impulse Responses for Interactive Auralization
Keith Godin, Hannes Gamper, Nikunj Raghuvanshi
AES International Conference on Immersive and Interactive Audio | March 2019
Convolutional Neural Network Techniques for Speech Emotion Recognition
Srinivas Parthasarathy, Ivan Tashev
International Workshop on Acoustic Signal Enhancement (IWAENC) | September 2018
Blind reverberation time estimation using a convolutional neural network
Proc. International Workshop on Acoustic Signal Enhancement (IWAENC) | September 2018
Nominated for best paper award
A Wearable System for Articulated Human Pose Tracking under Uncertainty of Sensor Placement
Xuesu Xiao, Shuayb Zarar
IEEE RAS/EMBS Int. Conf. Biomedical Robotics and Biomechatronics (BioRob) | August 2018
Machine Learning for Placement-insensitive Inertial Motion Capture
Xuesu Xiao, Shuayb Zarar
IEEE Int. Conf. Robotics and Automation (ICRA) | May 2018
Spatial audio feature discovery with convolutional neural networks
Etienne Thuillier, Hannes Gamper, Ivan Tashev
Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | April 2018
Convolutional-Recurrent Neural Networks for Speech Enhancement
Han Zhao, Shuayb Zarar, Ivan Tashev, Chin-Hui Lee
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
Limiting Numerical Precision of Neural Networks to Achieve Real-time Voice Activity Detection
Jong-Hwan Ko, Josh Fromm, Matthai Philipose, Ivan Tashev, Shuayb Zarar
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
Constrained Convolutional-recurrent Networks to Improve Speech Quality with Low Impact on Recognition Accuracy
Rasool Fakoor, Xiaodong He, Ivan Tashev, Shuayb Zarar
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
A Hybrid Approach to Combining Conventional and Deep Learning Techniques for Single-channel Speech Enhancement and Recognition
Yan-Hui Tu, Ivan Tashev, Shuayb Zarar, Chin-Hui Lee
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | April 2018
Packet Loss Concealment with Recurrent Neural Networks for Wireless Inertial Pose Tracking
Xuesu Xiao, Shuayb Zarar
IEEE Int. Conf. Wearable and Implantable Body Sensor Networks (BSN) | March 2018
Precision Scaling of Neural Networks for Audio Processing
Jong Hwan Ko, Josh Fromm, Matthai Philipose, Ivan Tashev, Shuayb Zarar
Neural Information Processing Systems (NIPS) | December 2017
Wkshp. on Machine Learning for Audio Signal Processing
Reinforcement Learning To Adapt Speech Enhancement to Instantaneous Input Signal Quality
Rasool Fakoor, Xiaodong He, Ivan Tashev, Shuayb Zarar
Neural Information Processing Systems (NIPS) | December 2017
Wkshp. on Machine Learning for Audio Signal Processing
Comparing Modeled and Measurement-Based Spherical Harmonic Encoding Filters for Spherical Microphone Arrays
Archontis Politis, Hannes Gamper
Proceedings of IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) | October 2017
Unsupervised Deep Representation Learning to Remove Motion Artifacts in Free-mode Body Sensor Networks
Shuayb Zarar, Ivan Tashev
IEEE Int. Conf. Wearable and Implantable Body Sensor Networks (BSN) | May 2017
A Statistical Approach to Semi-supervised Speech Enhancement with Low-order Non Negative Matrix Factorization
Shuayb Zarar, Ivan Tashev
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | March 2017
Learning Utterance-level Representations for Speech Emotion and Age/Gender Recognition Using Deep Neural Networks
Zhong-Qiu Wang, Ivan Tashev
Proc. ICASSP | March 2017
Ultrasound-based Gesture Recognition
Amit Das, Ivan Tashev, Shuayb Zarar
IEEE Int. Conf. Acoustics Speech and Signal Processing (ICASSP) | March 2017
Interaural time delay personalisation using incomplete head scans
Hannes Gamper, David Johnston, Ivan Tashev
Proc. ICASSP | March 2017
Cost Function for Sound Source Localization with Arbitrary Microphone Arrays
Ivan Tashev, Long Le, Vani Gopalakrishna, Andrew Lovitt
Proc. HSCMA | March 2017
Clock drift estimation and compensation for asynchronous impulse response measurements
Proc. Workshop on Hands-free Speech Communication and Microphone Arrays (HSCMA) | March 2017
Speech Emotion Recognition based on Gaussian Mixture Models and Deep Neural Networks
Ivan Tashev, Zhong-Qiu Wang, Keith Godin
Proc. ITA | February 2017
Synthesis of Device-Independent Noise Corpora for Speech Quality Assessment
Hannes Gamper, Lyle Corbin, David Johnston, Ivan Tashev
Proc. International Workshop on Acoustic Signal Enhancement (IWAENC) | September 2016
Synthesis of Device-Independent Noise Corpora for Realistic ASR Evaluation
Hannes Gamper, Mark R. P. Thomas, Lyle Corbin, Ivan Tashev
Proc. InterSpeech 2016 | August 2016
FXplore: Creating Soft Heterogeneity in Clusters Through BIOS Reconfiguration
Xin Zhang, Shuayb Zarar, Sherief Reda
IEEE/ACM Symp. Cluster, Cloud and Grid Computing (CCGrid) | May 2016
A Causal Speech Enhancement Approach Combining Data-driven Learning and Suppression Rule Estimation
Seyedmahdad Mirsamadi, Ivan Tashev
Proc. InterSpeech 2016 | May 2016
X-Mem: A Cross-platform and Extensible Memory Characterization Tool For the Cloud
Mark Gottscho, Sriram Govindan, Bikash Sharma, Shuayb Zarar, Puneet Gupta
IEEE Symp. Performance Analysis of Systems and Software (ISPASS) | April 2016
Applications of 3D Spherical Transforms To Personalization Of Head-Related Transfer Functions
Archontis Politis, Mark Thomas, Hannes Gamper, Ivan Tashev
Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | March 2016
BFGUI: An Interactive Tool for the Synthesis and Analysis of Microphone Array Beamformers
Mark Thomas, Hannes Gamper, Ivan Tashev
Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | March 2016
DNN-based Causal Voice Activity Detector
Ivan Tashev, Seyedmahdad Mirsamadi
Information Theory and Applications Workshop | February 2016
Acoustic Blur Kernel with Sliding Window for Blind Estimation of Reverberation Time
Felicia Lim, Mark R. P. Thomas, Patrick A. Naylor, Ivan Tashev
WASPAA | October 2015
Anthropometric Parameterisation of a Spherical Scatterer ITD Model with Arbitrary Ear Angles
Hannes Gamper, Mark Thomas, Ivan Tashev
Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) | October 2015
A Compressed-sensing Sensor-on-chip Incorporating Statistics Collection to Improve Reconstruction Performance
Vahid Behravan, Shuo Li, Neil Glover, Chia-Hung Chen, Shuayb Zarar, Gabor Temes, Patrick Chiang
IEEE Custom Integrated Circuits Conference (CICC) | September 2015
High-level Feature Representation using Recurrent Neural Network for Speech Emotion Recognition
Jinkyu Lee, Ivan Tashev
Interspeech 2015 | September 2015
An Ultra-low Power, “Always-on” Camera Front-end for Posture Detection in Body Worn Cameras Using Restricted Boltzman Machines
Soham Desai, Shuayb Zarar, Arijit Raychowdhury
IEEE Symposium on Low Power Electronic Design (ISLPED) | June 2015
Rate-Adaptive Compressed-Sensing and Sparsity Variance of Biomedical Signals
Vahid Behravan, Neil E. Glover, Rutger Farry, Shuayb Zarar, Patrick Y. Chiang
IEEE Int. Conf. Wearable and Implantable Body Sensor Networks (BSN) | June 2015
Scalable-effort Classifiers for Energy-efficient Machine Learning
Swagath Venkataramani, Anand Raghunathan, Jie Liu, Shuayb Zarar
IEEE/ACM Design Automation Conference (DAC) | June 2015
Dereverberation Sweet Spot Dilation with Combined Channel Equalization and Beamforming
Mark Thomas, Hannes Gamper, Ivan Tashev
IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP) | April 2015
Estimation of Multipath Propagation Delays and Interaural Time Differences from 3-D Head Scans
Hannes Gamper, Mark Thomas, Ivan Tashev
IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP) | April 2015
Blur Kernel Estimation Approach to Blind Reverberation Time Estimation
Mark Thomas, Ivan Tashev
IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP) | April 2015
SAPPHIRE: An Always-on Context-aware Computer Vision System for Portable Devices
Swagath Venkataramani, Victor Bahl, Xian-Sheng Hua, Jie Liu, Jin Li, Bodhi Priyantha, Matthai Philipose, Shuayb Zarar
IEEE/ACM Conf. Design Automation and Test in Europe (DATE) | March 2015
Offline Voice Activity Detector Using Speech Supergaussianity
Information Theory and Applications Workshop | February 2015
Energy Scaling in Multi-tiered Sensing Systems Through Compressive Sensing
Shuayb Zarar, Jie Liu, Matthai Philipose
IEEE Custom Integrated Circuits Conference (CICC) | September 2014
Best paper award nomination
Optimal Beamforming as a Time Domain Equalization Problem with Applications to Room Acoustics
Mark Thomas, Ivan Tashev, Felicia Lim, Patrick A. Naylor
IWAENC | September 2014
Speech Emotion Recognition Using Deep Neural Network and Extreme Learning Machine
Kun Han, Dong Yu, Ivan Tashev
Interspeech 2014 | September 2014
Hardware and Algorithms for Ultrasonic Depth Imaging
Ivan Dokmanic, Ivan Tashev
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2014
A Method for Converting Between Cylindrical and Spherical Harmonic Representations of Sound Fields
Mark Thomas, Jens Ahrens, Ivan Tashev
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2014
HRTF Magnitude Synthesis via Sparse Representation of Anthropometric Features
Piotr Bilinski, Jens Ahrens, Mark R.P. Thomas, Ivan Tashev, John C. Platt
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2014
Daredevil: Indoor Location Using Sound
Ionut Constandache, Sharad Agarwal, Ivan Tashev, Romit Roy Choudhury
ACM Mobile Computing and Communications Review (MC2R) | April 2014
HRTF Phase Synthesis via Sparse Representation of Anthropometric Features
Information Theory and Applications Workshop | February 2014
Efficient Implementation of the Spectral Division Method for Arbitrary Virtual Sound Fields
Jens Ahrens, Mark Thomas, Ivan Tashev
Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics | October 2013
Gentle Acoustic Crosstalk Cancelation Using the Spectral Division Method and Ambiophonics
Jens Ahrens, Mark Thomas, Ivan Tashev
Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics | October 2013
Data Driven Suppression Rule for Speech Enhancement
Ivan Tashev, Malcolm Slaney
Information Theory and Applications Workshop | February 2013
Microphone Array Processing for Distant Speech Recognition: Towards Real-World Deployment
Kenichi Kumatani, Takayuki Arakawa, Kazumasa Yamamoto, John McDonough, Bhiksha Raj, Rita Singh, Ivan Tashev
APSIPA Annual Summit and Conference | December 2012
HRTF Magnitude Modeling Using a Non-Regularized Least-Squares Fit of Spherical Harmonics Coefficients on Incomplete Data
Jens Ahrens, Mark Thomas, Ivan Tashev
APSIPA Annual Summit and Conference | December 2012
Beamformer Design Using Measured Microphone Directivity Patterns: Robustness to Modelling Error
Jens Ahrens, Ivan Tashev, Mark Thomas
APSIPA Annual Summit and Conference | December 2012
GeoBoids: A Mobile AR Application for Exergaming
R. W. Lindeman, G. Lee, L. Beattie, H. Gamper, R. Pathinarupothi, A. Akhilesh, Hannes Gamper
Proc. Int. Symp. Mixed and Augmented Reality (ISMAR) | November 2012
A Compressed-domain Processor for Seizure Detection to Simultaneously Reduce Computation and Communication Energy
Shuayb Zarar, Niraj K. Jha, Naveen Verma
IEEE Custom Integrated Circuits Conference (CICC) | September 2012
Optimal 3D Beamforming Using Measured Microphone Directivity Patterns
Mark Thomas, Jens Ahrens, Ivan Tashev
Proc. Intl. Workshop Acoust. Signal Enhancement (IWAENC) | September 2012
Coherence Based Double Talk Detector with Soft Decision
IEEE International Confrence on Acoustics, Speech, and Signal Processing (ICASSP) | March 2012
A Closed-loop System for Artifact Mitigation in Ambulatory Electrocardiogram Monitoring
Shuayb Zarar, Gene Marsh, Harinath Garudadri, Somdeb Majumdar
IEEE/ACM Conf. Design Automation and Test in Europe (DATE) | March 2012
Enabling Advanced Inference on Sensor Nodes Through Direct Use of Compressively Sensed Signals
Shuayb Zarar, Niraj K. Jha, Naveen Verma
IEEE Conf. Design Automation and Test in Europe (DATE) | March 2012
Optimizing Kinect: Audio and Acoustics (keynote)
Inormation Technologies and Applications Workshop | February 2012
Reclaiming the White Spaces: Spectrum Efficient Coexistence with Primary Users
George Nychis, Ranveer Chandra, Thomas Moscibroda, Ivan Tashev, Peter Steenkiste
CoNext 2011: 7th ACM International Conference on Emerging Networking Experiments and Technologies, Tokyo, Japan | December 2011
Selected as one of top 3 papers.
Coherence Based Double Talk Detector with Adaptive Threshold
XX Scientific Conference ELECTRONICS ET2011 | September 2011
Sub-threshold Computational Circuits for High-order Data-driven Analysis of Physiological Signals
Shuayb Zarar, Niraj Jha, Naveen Verma
IEEE Sub-threshold Microelectronics Conference | July 2011
Digital Pacer Detection in Diagnostic Grade ECG
Shuayb Zarar, Harinath Garudadri
IEEE Int. Conf. E-Health Networking Applications and Services (Healthcomm) | June 2011
Best-paper Award Nomination
A Data-driven Modeling Approach to Stochastic Computation for Low-energy Biomedical Devices
Kyong-Ho Lee, Kuk Jang, Shuayb Zarar, Ali Shoeb, Naveen Verma
IEEE/ACM Design Automation Conference (DAC) | June 2011
Design Automation Conference (DAC)
A Low-energy Computation Platform for Data-driven Biomedical Monitoring
Shuayb Zarar, Niraj K. Jha, Naveen Verma
IEEE/ACM Design Automation Conference (DAC) | June 2011
A New Speaker Identification Algorithm for Gaming Scenarios
Hoang Do, Ivan Tashev, Alex Acero
ICASSP | May 2011
Statistical Modeling of the Speech Signal
Ivan Tashev, Alex Acero
International Workshop on Acoustic, Echo, and Noise Control (IWAENC), Tel Aviv, Israel | September 2010
Dual stage probabilistic voice activity detector
Ivan Tashev, Andrew Lovitt, Alex Acero
NOISE-CON 2010 and 159th Meeting of the Acoustical Society of America | April 2010
Reverberated Speech Signal Separation Based on Regularized Subband Feedforward ICA and Instantaneous Direction of Arrival
Lae-Hoon Kim, Ivan Tashev, Alex Acero
International Conference on Acoustics, Speech and Signal Processing | March 2010
Low-cost Space Varying FIR Filter Architecture for Computational Imaging Systems
Guotong Feng, Shuayb Zarar, Edward Schwartz, Dirk Robinson
SPIE Digital Photography VI | January 2010
Speech and Sound For In-Car Infotainment Systems
Ivan Tashev, Mike Seltzer, Y. C. Ju
Automotive User Interfaces and Interactive Vehicular Applications (AutomotiveUI 2009) | September 2009
Commute UX: Voice Enabled In-car Infotainment System
Ivan Tashev, Mike Seltzer, Y. C. Ju, Ye-Yi Wang, Alex Acero
Mobile HCI ’09: Workshop on Speech in Mobile and Pervasive Environments (SiMPE) | September 2009
Unified Framework for Single Channel Speech Enhancement
Ivan Tashev, Andrew Lovitt, Alex Acero
2009 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing | August 2009
Peak Dynamic Power Estimation of FPGA-mapped Digital Designs
Shyamala K. Ravi, Shuayb Zarar, Kamakoti Veezhinathan
IEEE Symp. VLSI Design and Test | July 2009
A Log-MMSE Adaptive Filter Using a non-Linear Spatial Filter
Mike Seltzer, Ivan Tashev
Proceedings of International Workshop on Acoustic, Echo and Noise Control IWAENC 2008 | September 2008
Data Driven Beamformer Design for Binaural Headset
Ivan Tashev, Mike Seltzer
Proceedings of International Workshop on Acoustic, Echo and Noise Control IWAENC 2008 | September 2008
Sound Capture System and Spatial Filter for Small Devices
Ivan Tashev, Slavy Mihov, Tyler Gleghorn, Alex Acero
Proceedings of Interspeech 2008 | September 2008
A SEU Tolerant CLB RAM for In-circuit Reconfiguration
K. S. Karthik, S. Sundar, N. Ramasubramanian, Noor Mahammad, Shuayb Zarar, Kamakoti Veezhinathan
IEEE Symp. VLSI Design and Test | July 2008
Enhanced Sound Capture System for Small Devices
Slavy Mihov, Tyler Gleghorn, Ivan Tashev
Proceedings of XLIII International Scientific Conference on Information, Communication, and Energy Systems and Technologies ICEST 2008 | June 2008
An EM-based Probabilistic Approach for Acoustic Echo Suppression
Nilesh Madhu, Ivan Tashev, Alex Acero
Proceedings of International Conference on Audio, Speech and Signal Processing ICASSP 2008, Institute of Electrical and Electronics Engineers, Inc. | April 2008
Robust Design of Wideband Loudspeaker Arrays
Ivan Tashev, Jasha Droppo, Mike Seltzer, Alex Acero
Proc. of International Conference on Audio, Speech and Signal Processing | April 2008
A Genetic Approach to Gateless Custom VLSI Design Flow
Shuayb Zarar, Noor Mahammad, Kamakoti Veezhinathan
IEEE Int. Conf. Microelectronics (ICM) | December 2007
Selectively Weighted Multicast Scheduling Designs For Input-Queued Switches
Shuayb Zarar
IEEE Int. Symp. Signal Processing and Information Technology (ISSPIT) | December 2007
Split Iterative and Sequential Multicast Scheduling for IQ Switches
Shuayb Zarar
IEEE Int. Conf. Information, Communications & Signal Processing (ICICS) | December 2007
Microphone Array Post-Filter Using Incremental Bayes Learning to Track the Spatial Distribution of Speech and Noise
Mike Seltzer, Ivan Tashev, Alex Acero
Proceedings of International Conference on Audio, Speech and Signal Processing ICASSP 2007 | April 2007
Robust Adaptive Beamforming Algorithm Using Instantaneous Direction of Arrival with Enhanced Noise Suppression Capability
Byung-Jun Yoon, Ivan Tashev, Alex Acero
Proceedings of International Conference on Audio, Speech and Signal Processing ICASSP 2007 | April 2007
Stationary-Tones Interference Cancellation Using Adaptive Tracking
Ivan Tashev, Henrique S. Malvar
International Conference on Acoustics, Speech and Signal Processing | April 2007
Microphone Array Post-Processor Using Instantaneous Direction of Arrival
Ivan Tashev, Alex Acero
Proceedings of International Workshop on Acoustic, Echo and Noise Control IWAENC 2006 | September 2006
PING: A Group-to-Individual Distributed Meeting System
Yong Rui, Eric Rudolph, Li-wei He, Henrique S. Malvar, Michael Cohen, Ivan Tashev
Proceedings of International Conference Multimedia and Expo | July 2006
Suppression Rule for Speech Recognition Friendly Noise Suppressors
Ivan Tashev, Jasha Droppo, Alex Acero
Proceedings of Eight International Conference Digital Signal Processing and Applications DSPA’06 | March 2006
Modeling Arbitrator Delay-Area Dependencies in Customizable Instruction Set Processors
Shuayb Zarar, Siew-Kei Lam, Thambipillai Srikanthan
IEEE Int. Workshop on Electronic Design, Test and Applications (DELTA) | January 2006
A Compact Multi-Sensor Headset for Hands-Free Communication
Zicheng Liu, Michael Seltzer, Alex Acero, Ivan Tashev, Zhengyou Zhang, Mike Sinclair, Mike Seltzer
Proceedings of Workshop on Applications of Signal Processing to Audio and Acoustics | October 2005
Beamformer Sensitivity to Microphone Manufacturing Tolerances
Proceedings of Nineteenth International Conference Systems for Automation of Engineering and Research SAER 2005 | September 2005
Microphone Array for Headset with Spatial Noise Suppressor
Ivan Tashev, Mike Seltzer, Alex Acero
Proceedings of Ninth International Workshop on Acoustic, Echo and Noise Control IWAENC 2005 | September 2005
Reverberation Reduction for Better Speech Recognition
Ivan Tashev, Daniel Allred
Joint Workshop on Hands-Free Speech Communication and Microphone Arrays (HSCMA) | March 2005
A New Beamformer Design Algorithm for Microphone Arrays
Ivan Tashev, Henrique S. Malvar
International Conference of Acoustic, Speech and Signal Processing | March 2005
Reverberation Reduction for Improved Speech Recognition
Ivan Tashev, Daniel Allred
Proceedings of Hands-Free Communication and Microphone Arrays | March 2005
Gain Self-Calibration Procedure for Microphone Arrays
Proc. of the Int. Conf. for Multimedia and Expo (ICME) | June 2004
Gain Self-Calibration Procedure for Microphone Arrays
Proceedings of International Conference for Multimedia and Expo ICME 2004 | June 2004
Improving Meetings with Microphone Array Algorithms
Machine Learning Meets the User Interface Workshop, Neural Information Processing Systems NIPS 2003 | December 2003
Distributed Meetings: A Meeting Capture and Broadcasting System
Ross Cutler, Yong Rui, Anoop Gupta, JJ Cadiz, Ivan Tashev, Li-wei He, Alex Colburn, Zhengyou Zhang, Zicheng Liu, Steve Silverberg
Proceedings of ACM Multimedia 2002 | December 2002
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Evaluating the Feasibility of Visual Imagery for an EEG-Based Brain–Computer Interface
Justin Kilmarx, Ivan Tashev, José del R. Millán, James Sulzer, Jarrod Lewis-Peacock
IEEE Transactions on Neural Systems and Rehabilitation Engineering | June 2024, Vol 32: pp. 2209-2219
Data Science Education: The Signal Processing Perspective [SP Education]
Sharon Gannot, Zheng-Hua Tan, Martin Haardt, Nancy F. Chen, Hoi-To Wai, Ivan Tashev, Walter Kellermann, Justin Dauwels
IEEE Signal Processing Magazine | November 2023, Vol 40(7): pp. 89-93
Spatio-Temporal Windowing for Encoding Perceptually Salient Early Reflections in Parametric Spatial Audio Rendering
Tobias Jüterbock, Fabian Brinkmann, Hannes Gamper, Nikunj Raghuvanshi, Stefan Weinzierl
Journal of the Audio Engineering Society | October 2023, Vol 71(10)
Acoustics as a guide to welding quality
The Journal of the Acoustical Society of America | December 2022, Vol 152(4): pp. A142
Spatial audio signal processing for binaural reproduction of recorded acoustic scenes – review and challenges
Boaz Rafaely, Vladimir Tourbabin, Emanuel Habets, Zamir Ben-Hur, Hyunkook Lee, Hannes Gamper, Lior Arbel, Lachlan Birnie, Thushara Abhayapala, Prasanga Samarasinghe
Acta Acustica | October 2022, Vol 6
Large-scale simulation of bird localization systems in forests with distributed microphone arrays
Shoken Kaneko, Hannes Gamper
JASA | October 2022, Vol 2(10)
Audio-Based SPAM Call Detection
Benjamin M Elizalde , Dimitra Emmanouilidou
The Journal of the Acoustical Society of America | December 2021, Vol 150(4): pp. A357-A357
Acoustical Society of America
Sentiment Detection from Speech Recognition Output
Ivan Tashev, Dimitra Emmanouilidou
Engineering Sciences | July 2020, Vol LVII(2)
Capture, representation, and rendering of 3D audio for virtual and augmented reality
International Journal on Information Technologies and Security | September 2019, Vol 11(SP2): pp. 49-62
Spectral manipulation improves elevation perception with non-individualized head-related transfer functions
Vani G. Rajendran, Hannes Gamper
Journal of the Acoustical Society of America (JASA) | March 2019, Vol 145(3): pp. EL222-EL228
Head-related transfer function personalization for the needs of spatial audio in mixed and virtual reality
The Journal of the Acoustical Society of America | June 2017, Vol 141
Measuring the Impact of Memory Errors on Application Performance
Mark Gottscho, Bikash Sharma, Puneet Gupta, Shuayb Zarar, Sriram Govindan, Di Wang
IEEE Computer Architecture Letters (CAL) | August 2016
An Ultra-low Power Always-on Camera Front-end for Posture Detection in Body-worn Cameras Using Restricted Boltzman Machines
Soham Desai, Shuayb Zarar, Arijit Raychowdhury
IEEE Trans. Multi-Scale Computing Systems (TMSCS) | January 2016, Vol 1: pp. 187-194
Assisted Listening Using a Headset
Hannes Gamper, A. Franck, J. Rämö, L. Savioja, V. Välimäki
IEEE Signal Processing Magazine | March 2015
(accepted for publication)
Signal Processing With Direct Computations on Compressively Sensed Data
Shuayb Zarar, Niraj K. Jha, Naveen Verma
IEEE Trans. Very Large Scale Integration (VLSI) Systems | February 2014, Vol 23(1): pp. 30-43
A 0.6–107 µW Energy-Scalable Processor for Directly Analyzing Compressively-Sensed EEG
Shuayb Zarar, Kyong Ho Lee, Niraj K Jha, Naveen Verma
IEEE Trans. Circuits and Systems (TCAS) – I: Regular Papers | January 2014, Vol 61: pp. 1105-1118
Algorithm-driven Architectural Design Space Exploration of Domain-specific Medical-sensor Processors
Shuayb Zarar, Niraj K. Jha, Naveen Verma
IEEE Trans. Very Large Scale Integration (VLSI) Systems | September 2013, Vol 21: pp. 1849-1862
Kinect Development Kit: A Toolkit for Gesture- and Speech-Based Human-Machine Interaction
Signal Processing Magazine | September 2013
Sound sample detection and numerosity estimation using auditory display
Hannes Gamper, Christina Dicke, Mark Billinghurst, Kai Puolamäki
ACM Transactions on Applied Perception | February 2013, Vol 10
http://doi.acm.org/10.1145/2422105.2422109
Hardware Based Genetic Evolution of Self-adaptive Arbitrary Response FIR Filters
Shuayb Zarar, Noor Mahammad, Kamakoti Veezhinathan
ACM Journal of Applied Soft Computing (JSOC) | January 2011, Vol 11(1): pp. 842-854
Low-complexity Digital Filter Geometry for Spherical Coded Imaging
Guotong Feng, Shuayb Zarar, Dirk Robinson
SPIE Novel Optical Systems Design and Optimization XII | August 2009, Vol 7429
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Improving the perception of a sound source’s polar angle in mixed reality
May 2018
Acoustical Society of America
Modelling and estimation of the spatial impulse response in reverberant conditions
Ivan Tashev, Hannes Gamper, Lyle Corbin
June 2017
Acoustical Society of America
Application of Measured Directivity Patterns to Acoustic Array Processing
Mark Thomas
May 2014
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Inference Remapping for Vehicular Analytics
Victor Bahl, Srikanth Kandula, Ashish Patro, Shuayb Zarar
MSR-TR-2016-1136 | August 2016
Published by Microsoft
Optimized Multicast Scheduling Designs for Input Queued Switches
Shuayb Zarar
MSR-TR-2006-205 | August 2006
Published by International Business Machines (IBM) Zurich Research Laboratory
Technical Report
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Exploiting On-device Image Classification for Energy-efficiency In Ambient-aware Systems
Shuayb Zarar, Swagath Venkataramani, Xian-Sheng Hua, Jie Liu, Jin Li
Springer Mobile Cloud Visual Media Computing (MCVMC) | Published by Springer | 2015 | Springer Mobile Cloud Visual Media Computing (MCVMC) edition
Technological Trends in Natural User Interfaces
“Human-Computer Interaction: Present and Future Trends”, P Montuschi, A Sanna, F Lamberti, and G Paravati, eds. | Published by IEEE – Institute of Electrical and Electronics Engineers | 2014
P Montuschi, A Sanna, F Lamberti, and G Paravati, "Human-Computer Interaction: Present and Future Trends," Computing Now, vol. 7, no. 9, September 2014, IEEE Computer Society [online]; http://www.computer.org/portal/web/computingnow/archive/september2014.
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Enabling technologies for audio augmented reality systems
H. Gamper, Hannes Gamper
May 2014
PhD Thesis: Aalto University, Finland | May 2014
Design of Energy-efficient Sensing Systems with Direct Computations on Compressively-sensed Data
Shuayb Zarar
September 2013
PhD Thesis: Princeton University, Princeton NJ | September 2013
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Concepts in Genetic System Design: Optimal and Reliable Methods
Shuayb Zarar
Published by LAP LAMBERT Academic Publishing | January 2012
ISBN: 978-3-8473-3169-8
Sound Capture and Processing: Practical Approaches
Published by Wiley | July 2009
ISBN: 978-0-470-31983-3
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Concepts in Reliable and Optimal Systems Design
Shuayb Zarar
May 2008
Master's Thesis: Indian Institute of Technology Madras, India | May 2008
Academic Dissertations