Deep Learning for Environmentally Robust Speech Recognition

Time-Frequency Masking in the Complex Domain for Speech Dereverberation and Denoising

(2017) Donald S. Williamson et al.   IEEE-ACM Transactions on Audio Speech and Language Processing

A Joint Training Framework for Robust Automatic Speech Recognition

(2016) Zhong-Qiu Wang et al.   IEEE-ACM Transactions on Audio Speech and Language Processing

ImageNet Large Scale Visual Recognition Challenge

(2015) Olga Russakovsky et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Human-level control through deep reinforcement learning

(2015) Volodymyr Mnih et al.   NATURE

Learning Spectral Mapping for Speech Dereverberation and Denoising

(2015) Kun Han et al.   IEEE-ACM Transactions on Audio Speech and Language Processing

Joint Optimization of Masks and Deep Recurrent Neural Networks for Monaural Source Separation

(2015) Po-Sen Huang et al.   IEEE-ACM Transactions on Audio Speech and Language Processing

A Regression Approach to Speech Enhancement Based on Deep Neural Networks

(2015) Yong Xu et al.   IEEE-ACM Transactions on Audio Speech and Language Processing

Convolutional Neural Networks for Distant Speech Recognition

(2014)   IEEE SIGNAL PROCESSING LETTERS

Channel mapping using bidirectional long short-term memory for dereverberation in hands-free voice controlled devices

(2014) Zixing Zhang et al.   IEEE TRANSACTIONS ON CONSUMER ELECTRONICS

On Training Targets for Supervised Speech Separation

(2014) Yuxuan Wang et al.   IEEE-ACM Transactions on Audio Speech and Language Processing

An Experimental Study on Speech Enhancement Based on Deep Neural Networks

(2013) Yong Xu et al.   IEEE SIGNAL PROCESSING LETTERS

Towards Scaling Up Classification-Based Speech Separation

(2013) Yuxuan Wang et al.   IEEE Transactions on Audio Speech and Language Processing

The PASCAL CHiME speech separation and recognition challenge

(2012) Jon Barker et al.   COMPUTER SPEECH AND LANGUAGE

Making Machines Understand Us in Reverberant Rooms: Robustness Against Reverberation for Automatic Speech Recognition

(2012) Takuya Yoshioka et al.   IEEE SIGNAL PROCESSING MAGAZINE

Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups

(2012) Geoffrey Hinton et al.   IEEE SIGNAL PROCESSING MAGAZINE

Robust Adaptive Beamforming Based on Steering Vector Estimation With as Little as Possible Prior Information

(2012) Arash Khabbazibasmenj et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Context-Dependent Pre-Trained Deep Neural Networks for Large-Vocabulary Speech Recognition

(2011) G. E. Dahl et al.   IEEE Transactions on Audio Speech and Language Processing

Front-End Factor Analysis for Speaker Verification

(2010) Najim Dehak et al.   IEEE Transactions on Audio Speech and Language Processing

The importance of phase in speech enhancement

(2010) Kuldip Paliwal et al.   SPEECH COMMUNICATION

Evaluation of Objective Quality Measures for Speech Enhancement

(2007) Yi Hu et al.   IEEE Transactions on Audio Speech and Language Processing