Neural Networks-based Speech Enhancement

Sebastian Braun

Senior Researcher

Hannes Gamper

Principal Researcher

Matthai Philipose

Senior Principal Researcher

Ivan Tashev

Partner Software Architect

Viet Anh Trinh

Unsupervised Speech Enhancement, 2021

City University of New York (CUNY), USA

Abu-Zaher Faridee

Non-Intrusive Multi-Task Speech Quality Assessment, 2021

University of Maryland, USA

Ali Aroudi

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

University of Oldenburg, Germany

Yangyang (Raymond) Xia

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

Carnegie Mellon University

Anderson Avila

Deep Neural Network Models for Audio Quality Assessment, 2018

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

Han Zao

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

Carnegie Mellon University

Jong Hwan Ko

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

Georgia Institute of Technology

Rasool Fakoor

Speech Enhancement With and Without Gradient Descent, 2017

University of Texas at Arlington

Yan-hui Tu

Regression Based Speech Enhancement with Neural Networks, 2017

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

Seyedmahdad Mirsamadi

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

University of Texas at Dallas

Chin-Hui Lee

Professeur

Georgia Tech