Neural Networks-based Speech Enhancement: sound waves

Neural Networks-based Speech Enhancement

Established: January 8, 2017

People

Contributing researchers

Portrait of Sebastian Braun

Sebastian Braun

Principal Researcher

Portrait of Hannes Gamper

Hannes Gamper

Principal Researcher

Portrait of Matthai Philipose

Matthai Philipose

Senior Principal Researcher

Portrait of Ivan Tashev

Ivan Tashev

Partner Software Architect

Past interns

Portrait of Viet Anh Trinh

Viet Anh Trinh

Unsupervised Speech Enhancement, 2021

City University of New York (CUNY), USA

Portrait of Abu-Zaher Faridee

Abu-Zaher Faridee

Non-Intrusive Multi-Task Speech Quality Assessment, 2021

University of Maryland, USA

Portrait of Ali Aroudi

Ali Aroudi

Geometry-constrained Beamforming Network for end-to-end Farfield Sound Source Separation, 2020

University of Oldenburg, Germany

Portrait of Yangyang (Raymond) Xia

Yangyang (Raymond) Xia

Real-time Single-channel Speech Enhancement with Recurrent Neural Networks, 2019

Carnegie Mellon University

Portrait of Anderson Avila

Anderson Avila

Deep Neural Network Models for Audio Quality Assessment, 2018

Institut National de la Recherche Scientifique (INRS-EMT), Canada

Portrait of Han Zao

Han Zao

High-Accuracy Neural-Network Models for Speech Enhancement, 2017

Carnegie Mellon University

Portrait of Jong Hwan Ko

Jong Hwan Ko

Efficient Neural-Network Design for Real-Time Speech Enhancement, 2017

Georgia Institute of Technology

Portrait of Rasool Fakoor

Rasool Fakoor

Speech Enhancement With and Without Gradient Descent, 2017

University of Texas at Arlington

Portrait of Yan-hui Tu

Yan-hui Tu

Regression Based Speech Enhancement with Neural Networks, 2017

University of Science and Technology of China, P. R. China

Portrait of Seyedmahdad Mirsamadi

Seyedmahdad Mirsamadi

DNN-based Online Speech Enhancement Using Multitask Learning and Suppression Rule Estimation, 2015

University of Texas at Dallas

Consulting researchers

Portrait of Chin-Hui Lee

Chin-Hui Lee

Professor

Georgia Tech