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
Audio Analytics
Publications
Publications by Year
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Multi-label audio classification with a noisy zero-shot teacher
Sebastian Braun, Hannes Gamper
International Workshop on Acoustic Signal Enhancement (IWAENC) | September 2024
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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
Investigations in Audio Captioning: Addressing Vocabulary Imbalance and Evaluating Suitability of Language-Centric Performance Metrics
Sandeep Kothinti, Dimitra Emmanouilidou
European Signal Processing Conference (EUSIPCO) | May 2023
-
Toxic Speech and Speech Emotions: Investigations of Audio-based Modeling and Intercorrelations
Wei-Cheng Lin, Dimitra Emmanouilidou
European Signal Processing Conference (EUSIPCO) | August 2022
-
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
Audio-based Toxic Language Classification using Self-attentive Convolutional Neural Network
Midia Yousefi, Dimitra Emmanouilidou
2021 29th European Signal Processing Conference (EUSIPCO) | August 2021
-
Sentiment Detection from Speech Recognition Output
Ivan Tashev, Dimitra Emmanouilidou
Engineering Sciences | July 2020, Vol LVII(2)
Supervised Deep Hashing for Efficient Audio Event Retrieval
Arindam Jati, Dimitra Emmanouilidou
2020 International Conference on Acoustics, Speech, and Signal Processing | May 2020
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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
Acoustic and Lexical Sentiment Analysis for Customer Service Calls
Bryan Li, Dimitrios Dimitriadis, Andreas Stolcke
ICASSP | May 2019
-
Convolutional Neural Network Techniques for Speech Emotion Recognition
Srinivas Parthasarathy, Ivan Tashev
International Workshop on Acoustic Signal Enhancement (IWAENC) | September 2018
-
Learning Utterance-level Representations for Speech Emotion and Age/Gender Recognition Using Deep Neural Networks
Zhong-Qiu Wang, 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
-
High-level Feature Representation using Recurrent Neural Network for Speech Emotion Recognition
Jinkyu Lee, Ivan Tashev
Interspeech 2015 | September 2015
-
Speech Emotion Recognition Using Deep Neural Network and Extreme Learning Machine
Kun Han, Dong Yu, Ivan Tashev
Interspeech 2014 | September 2014
-
A New Speaker Identification Algorithm for Gaming Scenarios
Hoang Do, Ivan Tashev, Alex Acero
ICASSP | May 2011
Publications by Research Area
-
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
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
Investigations in Audio Captioning: Addressing Vocabulary Imbalance and Evaluating Suitability of Language-Centric Performance Metrics
Sandeep Kothinti, Dimitra Emmanouilidou
European Signal Processing Conference (EUSIPCO) | May 2023
Toxic Speech and Speech Emotions: Investigations of Audio-based Modeling and Intercorrelations
Wei-Cheng Lin, Dimitra Emmanouilidou
European Signal Processing Conference (EUSIPCO) | August 2022
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
Audio-based Toxic Language Classification using Self-attentive Convolutional Neural Network
Midia Yousefi, Dimitra Emmanouilidou
2021 29th European Signal Processing Conference (EUSIPCO) | August 2021
Sentiment Detection from Speech Recognition Output
Ivan Tashev, Dimitra Emmanouilidou
Engineering Sciences | July 2020, Vol LVII(2)
Supervised Deep Hashing for Efficient Audio Event Retrieval
Arindam Jati, Dimitra Emmanouilidou
2020 International Conference on Acoustics, Speech, and Signal Processing | May 2020
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
Convolutional Neural Network Techniques for Speech Emotion Recognition
Srinivas Parthasarathy, Ivan Tashev
International Workshop on Acoustic Signal Enhancement (IWAENC) | September 2018
Learning Utterance-level Representations for Speech Emotion and Age/Gender Recognition Using Deep Neural Networks
Zhong-Qiu Wang, 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
High-level Feature Representation using Recurrent Neural Network for Speech Emotion Recognition
Jinkyu Lee, Ivan Tashev
Interspeech 2015 | September 2015
Speech Emotion Recognition Using Deep Neural Network and Extreme Learning Machine
Kun Han, Dong Yu, Ivan Tashev
Interspeech 2014 | September 2014
A New Speaker Identification Algorithm for Gaming Scenarios
Hoang Do, Ivan Tashev, Alex Acero
ICASSP | May 2011
-
Sentiment Detection from Speech Recognition Output
Ivan Tashev, Dimitra Emmanouilidou
Engineering Sciences | July 2020, Vol LVII(2)
Acoustic and Lexical Sentiment Analysis for Customer Service Calls
Bryan Li, Dimitrios Dimitriadis, Andreas Stolcke
ICASSP | May 2019
-
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
High-level Feature Representation using Recurrent Neural Network for Speech Emotion Recognition
Jinkyu Lee, Ivan Tashev
Interspeech 2015 | September 2015
-
Sentiment Detection from ASR Output
Ivan Tashev, Dimitra Emmanouilidou
International Conference on Information Technologies | September 2019
High-level Feature Representation using Recurrent Neural Network for Speech Emotion Recognition
Jinkyu Lee, Ivan Tashev
Interspeech 2015 | September 2015
A New Speaker Identification Algorithm for Gaming Scenarios
Hoang Do, Ivan Tashev, Alex Acero
ICASSP | May 2011
-
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
-
Learning Utterance-level Representations for Speech Emotion and Age/Gender Recognition Using Deep Neural Networks
Zhong-Qiu Wang, 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
High-level Feature Representation using Recurrent Neural Network for Speech Emotion Recognition
Jinkyu Lee, Ivan Tashev
Interspeech 2015 | September 2015
Speech Emotion Recognition Using Deep Neural Network and Extreme Learning Machine
Kun Han, Dong Yu, Ivan Tashev
Interspeech 2014 | September 2014
-
A New Speaker Identification Algorithm for Gaming Scenarios
Hoang Do, Ivan Tashev, Alex Acero
ICASSP | May 2011
Publications by Type
-
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
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
Investigations in Audio Captioning: Addressing Vocabulary Imbalance and Evaluating Suitability of Language-Centric Performance Metrics
Sandeep Kothinti, Dimitra Emmanouilidou
European Signal Processing Conference (EUSIPCO) | May 2023
Toxic Speech and Speech Emotions: Investigations of Audio-based Modeling and Intercorrelations
Wei-Cheng Lin, Dimitra Emmanouilidou
European Signal Processing Conference (EUSIPCO) | August 2022
Detection of Robocall and Spam Calls using Acoustic Features of Incoming Voicemails
Benjamin Elizalde, Dimitra Emmanouilidou
Proc. Mtgs. Acoust | December 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
Supervised Deep Hashing for Efficient Audio Event Retrieval
Arindam Jati, Dimitra Emmanouilidou
2020 International Conference on Acoustics, Speech, and Signal Processing | May 2020
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
Acoustic and Lexical Sentiment Analysis for Customer Service Calls
Bryan Li, Dimitrios Dimitriadis, Andreas Stolcke
ICASSP | May 2019
Convolutional Neural Network Techniques for Speech Emotion Recognition
Srinivas Parthasarathy, Ivan Tashev
International Workshop on Acoustic Signal Enhancement (IWAENC) | September 2018
Learning Utterance-level Representations for Speech Emotion and Age/Gender Recognition Using Deep Neural Networks
Zhong-Qiu Wang, 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
High-level Feature Representation using Recurrent Neural Network for Speech Emotion Recognition
Jinkyu Lee, Ivan Tashev
Interspeech 2015 | September 2015
Speech Emotion Recognition Using Deep Neural Network and Extreme Learning Machine
Kun Han, Dong Yu, Ivan Tashev
Interspeech 2014 | September 2014
A New Speaker Identification Algorithm for Gaming Scenarios
Hoang Do, Ivan Tashev, Alex Acero
ICASSP | May 2011
-
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)