Audio Vision: Using Audio-Visual Synchrony to Locate Sounds. - John R. Hershey; Javier R. Movellan (NIPS, 1999)

A Low-Level Cortical Perception Model with Applications to Image Analysis. - Irina F. Gorodnitsky; John R. Hershey (ICIP, 2000)

Audio-Visual Sound Separation Via Hidden Markov Models. - John R. Hershey; Michael Casey (NIPS, 2001)

3D Tracking of Morphable Objects Using Conditionally Gaussian Nonlinear Filters. - Tim K. Marks; John R. Hershey; J. Cooper Roddey; Javier R. Movellan (CVPR Workshops, 2004)

Stereo Based 3D Tracking and Scene Learning, Employing Particle Filtering within EM. - Trausti T. Kristjansson; Hagai Attias; John R. Hershey (ECCV (4), 2004)

Audio-visual graphical models for speech processing. - John R. Hershey; Hagai Attias; Nebojsa Jojic; Trausti T. Kristjansson (ICASSP (5), 2004)

Single microphone source separation using high resolution signal reconstruction. - Trausti T. Kristjansson; Hagai Attias; John R. Hershey (ICASSP (2), 2004)

Model-based fusion of bone and air sensors for speech enhancement and robust speech recognition. - John R. Hershey; Trausti T. Kristjansson; Zhengyou Zhang (SAPA@INTERSPEECH, 2004)

Joint Tracking of Pose, Expression, and Texture using Conditionally Gaussian Filters. - Tim K. Marks; John R. Hershey; J. Cooper Roddey; Javier R. Movellan (NIPS, 2004)

Perceptual inference in generative models. - John R. Hershey (2005)

Super-human multi-talker speech recognition: the IBM 2006 speech separation challenge system. - Trausti T. Kristjansson; John R. Hershey; Peder A. Olsen; Steven J. Rennie; Ramesh A. Gopinath (INTERSPEECH, 2006)

The Iroquois model: using temporal dynamics to separate speakers. - Steven J. Rennie; Peder A. Olsen; John R. Hershey; Trausti T. Kristjansson (SAPA@INTERSPEECH, 2006)

Single Channel Speech Separation Using Factorial Dynamics. - John R. Hershey; Trausti T. Kristjansson; Steven J. Rennie; Peder A. Olsen (NIPS, 2006)

Variational Kullback-Leibler divergence for Hidden Markov models. - John R. Hershey; Peder A. Olsen; Steven J. Rennie (ASRU, 2007)

Approximating the Kullback Leibler Divergence Between Gaussian Mixture Models. - John R. Hershey; Peder A. Olsen (ICASSP (4), 2007)

Word confusability - measuring hidden Markov model similarity. - Jia-Yu Chen; Peder A. Olsen; John R. Hershey (INTERSPEECH, 2007)

Bhattacharyya error and divergence using variational importance sampling. - Peder A. Olsen; John R. Hershey (INTERSPEECH, 2007)

Accelerated Monte Carlo for Kullback-Leibler divergence between Gaussian mixture models. - Jia-Yu Chen; John R. Hershey; Peder A. Olsen; Emmanuel Yashchin (ICASSP, 2008)

Variational Bhattacharyya divergence for hidden Markov models. - John R. Hershey; Peder A. Olsen (ICASSP, 2008)

Optimizing speech recognition grammars using a measure of similarity between hidden Markov models. - Binit Mohanty; John R. Hershey; Peder A. Olsen; Suleyman Serdar Kozat; Vaibhava Goel (ICASSP, 2008)

Efficient model-based speech separation and denoising using non-negative subspace analysis. - Steven J. Rennie; John R. Hershey; Peder A. Olsen (ICASSP, 2008)

Hierarchical variational loopy belief propagation for multi-talker speech recognition. - Steven J. Rennie; John R. Hershey; Peder A. Olsen (ASRU, 2009)

A fast, accurate approximation to log likelihood of Gaussian mixture models. - Pierre L. Dognin; Vaibhava Goel; John R. Hershey; Peder A. Olsen (ICASSP, 2009)

Refactoring acoustic models using variational density approximation. - Pierre L. Dognin; John R. Hershey; Vaibhava Goel; Peder A. Olsen (ICASSP, 2009)

Single-channel speech separation and recognition using loopy belief propagation. - Steven J. Rennie; John R. Hershey; Peder A. Olsen (ICASSP, 2009)

Refactoring acoustic models using variational expectation-maximization. - Pierre L. Dognin; John R. Hershey; Vaibhava Goel; Peder A. Olsen (INTERSPEECH, 2009)

Variational loopy belief propagation for multi-talker speech recognition. - Steven J. Rennie; John R. Hershey; Peder A. Olsen (INTERSPEECH, 2009)

Restructuring exponential family mixture models. - Pierre L. Dognin; John R. Hershey; Vaibhava Goel; Peder A. Olsen (INTERSPEECH, 2010)

Signal interaction and the devil function. - John R. Hershey; Peder A. Olsen; Steven J. Rennie (INTERSPEECH, 2010)

Modeling posterior probabilities using the linear exponential family. - Peder A. Olsen; Vaibhava Goel; Charles A. Micchelli; John R. Hershey (INTERSPEECH, 2010)

Monaural speech separation and recognition challenge. - Martin Cooke; John R. Hershey; Steven J. Rennie (Comput. Speech Lang., 2010)

Super-human multi-talker speech recognition: A graphical modeling approach. - John R. Hershey; Steven J. Rennie; Peder A. Olsen; Trausti T. Kristjansson (Comput. Speech Lang., 2010)

Tracking Motion, Deformation, and Texture Using Conditionally Gaussian Processes. - Tim K. Marks; John R. Hershey; Javier R. Movellan (IEEE Trans. Pattern Anal. Mach. Intell., 2010)

Single-Channel Multitalker Speech Recognition. - Steven J. Rennie; John R. Hershey; Peder A. Olsen (IEEE Signal Process. Mag., 2010)

Clustering of bootstrapped acoustic model with full covariance. - Xin Chen; Xiaodong Cui; Jian Xue; Peder A. Olsen; John R. Hershey; Bowen Zhou 006; Yunxin Zhao (ICASSP, 2011)

Acoustic Modeling with Bootstrap and Restructuring Based on Full Covariance. - Xiaodong Cui; Xin Chen; Jian Xue; Peder A. Olsen; John R. Hershey; Bowen Zhou 006 (INTERSPEECH, 2011)

Entropy-based motion selection for touch-based registration using Rao-Blackwellized particle filtering. - Yuichi Taguchi; Tim K. Marks; John R. Hershey (IROS, 2011)

Factorial Models for Noise Robust Speech Recognition. - John R. Hershey; Steven J. Rennie; Jonathan Le Roux (Techniques for Noise Robustness in Automatic Speech Recognition, 2012)

Indirect model-based speech enhancement. - Jonathan Le Roux; John R. Hershey (ICASSP, 2012)

Hidden Markov Acoustic Modeling With Bootstrap and Restructuring for Low-Resourced Languages. - Xiaodong Cui; Jian Xue; Xin Chen; Peder A. Olsen; Pierre L. Dognin; Upendra V. Chaudhari; John R. Hershey; Bowen Zhou 006 (IEEE Trans. Speech Audio Process., 2012)

A generalized discriminative training framework for system combination. - Yuuki Tachioka; Shinji Watanabe 001; Jonathan Le Roux; John R. Hershey (ASRU, 2013)

Non-negative dynamical system with application to speech and audio. - Cédric Févotte; Jonathan Le Roux; John R. Hershey (ICASSP, 2013)

Source localization in reverberant environments using sparse optimization. - Jonathan Le Roux; Petros T. Boufounos; Kang Kang; John R. Hershey (ICASSP, 2013)

Effectiveness of discriminative training and feature transformation for reverberated and noisy speech. - Yuuki Tachioka; Shinji Watanabe 001; John R. Hershey (ICASSP, 2013)

Stereo-based feature enhancement using dictionary learning. - Shinji Watanabe 001; John R. Hershey (ICASSP, 2013)

Statistical Dialogue Management using Intention Dependency Graph. - Koichiro Yoshino; Shinji Watanabe 001; Jonathan Le Roux; John R. Hershey (IJCNLP, 2013)

Ensemble learning for speech enhancement. - Jonathan Le Roux; Shinji Watanabe 001; John R. Hershey (WASPAA, 2013)

Hierarchical and coupled non-negative dynamical systems with application to audio modeling. - Umut Simsekli; Jonathan Le Roux; John R. Hershey (WASPAA, 2013)

Sequence discriminative training for low-rank deep neural networks. - Yuuki Tachioka; Shinji Watanabe 001; Jonathan Le Roux; John R. Hershey (GlobalSIP, 2014)

Discriminatively trained recurrent neural networks for single-channel speech separation. - Felix Weninger; John R. Hershey; Jonathan Le Roux; Björn W. Schuller (GlobalSIP, 2014)

Non-negative source-filter dynamical system for speech enhancement. - Umut Simsekli; Jonathan Le Roux; John R. Hershey (ICASSP, 2014)

Log-linear dialog manager. - Hao Tang 002; Shinji Watanabe 001; Tim K. Marks; John R. Hershey (ICASSP, 2014)

Sequential maximum mutual information linear discriminant analysis for speech recognition. - Yuuki Tachioka; Shinji Watanabe 001; Jonathan Le Roux; John R. Hershey (INTERSPEECH, 2014)

Cost-level integration of statistical and rule-based dialog managers. - Shinji Watanabe 001; John R. Hershey; Tim K. Marks; Youichi Fujii; Yusuke Koji (INTERSPEECH, 2014)

Discriminative NMF and its application to single-channel source separation. - Felix Weninger; Jonathan Le Roux; John R. Hershey; Shinji Watanabe 001 (INTERSPEECH, 2014)

Deep Unfolding: Model-Based Inspiration of Novel Deep Architectures. - John R. Hershey; Jonathan Le Roux; Felix Weninger (CoRR, 2014)

The MERL/SRI system for the 3RD CHiME challenge using beamforming, robust feature extraction, and advanced speech recognition. - Takaaki Hori; Zhuo Chen 006; Hakan Erdogan; John R. Hershey; Jonathan Le Roux; Vikramjit Mitra; Shinji Watanabe 001 (ASRU, 2015)

Speech Enhancement with LSTM Recurrent Neural Networks and its Application to Noise-Robust ASR. - Felix Weninger; Hakan Erdogan; Shinji Watanabe 001; Emmanuel Vincent 001; Jonathan Le Roux; John R. Hershey; Björn W. Schuller (LVA/ICA, 2015)

Phase-sensitive and recognition-boosted speech separation using deep recurrent neural networks. - Hakan Erdogan; John R. Hershey; Shinji Watanabe 001; Jonathan Le Roux (ICASSP, 2015)

Deep NMF for speech separation. - Jonathan Le Roux; John R. Hershey; Felix Weninger (ICASSP, 2015)

Micbots: Collecting large realistic datasets for speech and audio research using mobile robots. - Jonathan Le Roux; Emmanuel Vincent 001; John R. Hershey; Daniel P. W. Ellis (ICASSP, 2015)

Uncertainty propagation through deep neural networks. - Ahmed Hussen Abdelaziz; Shinji Watanabe 001; John R. Hershey; Emmanuel Vincent 001; Dorothea Kolossa (INTERSPEECH, 2015)

Speech enhancement and recognition using multi-task learning of long short-term memory recurrent neural networks. - Zhuo Chen 006; Shinji Watanabe 001; Hakan Erdogan; John R. Hershey (INTERSPEECH, 2015)

Deep clustering: Discriminative embeddings for segmentation and separation. - John R. Hershey; Zhuo Chen 006; Jonathan Le Roux; Shinji Watanabe 001 (ICASSP, 2016)

Minimum word error training of long short-term memory recurrent neural network language models for speech recognition. - Takaaki Hori; Chiori Hori; Shinji Watanabe 001; John R. Hershey (ICASSP, 2016)

Deep unfolding for multichannel source separation. - Scott Wisdom; John R. Hershey; Jonathan Le Roux; Shinji Watanabe 001 (ICASSP, 2016)

Deep beamforming networks for multi-channel speech recognition. - Xiong Xiao; Shinji Watanabe 001; Hakan Erdogan; Liang Lu 001; John R. Hershey; Michael L. Seltzer; Guoguo Chen; Yu Zhang 033; Michael I. Mandel; Dong Yu 001 (ICASSP, 2016)

Driver confusion status detection using recurrent neural networks. - Chiori Hori; Shinji Watanabe 001; Takaaki Hori; Bret A. Harsham; John R. Hershey; Yusuke Koji; Youichi Fujii; Yuki Furumoto (ICME, 2016)

Improved MVDR Beamforming Using Single-Channel Mask Prediction Networks. - Hakan Erdogan; John R. Hershey; Shinji Watanabe 001; Michael I. Mandel; Jonathan Le Roux (INTERSPEECH, 2016)

Context-Sensitive and Role-Dependent Spoken Language Understanding Using Bidirectional and Attention LSTMs. - Chiori Hori; Takaaki Hori; Shinji Watanabe 001; John R. Hershey (INTERSPEECH, 2016)

Single-Channel Multi-Speaker Separation Using Deep Clustering. - Yusuf Ziya Isik; Jonathan Le Roux; Zhuo Chen 006; Shinji Watanabe 001; John R. Hershey (INTERSPEECH, 2016)

Full-Capacity Unitary Recurrent Neural Networks. - Scott Wisdom; Thomas Powers; John R. Hershey; Jonathan Le Roux; Les E. Atlas (NIPS, 2016)

Dialog state tracking with attention-based sequence-to-sequence learning. - Takaaki Hori; Hai Wang; Chiori Hori; Shinji Watanabe 001; Bret Harsham; Jonathan Le Roux; John R. Hershey; Yusuke Koji; Yi Jing; Zhaocheng Zhu; Takeyuki Aikawa (SLT, 2016)

Global-Local Face Upsampling Network. - Oncel Tuzel; Yuichi Taguchi; John R. Hershey (CoRR, 2016)

Deep Recurrent Networks for Separation and Recognition of Single-Channel Speech in Nonstationary Background Audio. - Hakan Erdogan; John R. Hershey; Shinji Watanabe 001; Jonathan Le Roux (New Era for Robust Speech Recognition, Exploiting Deep Learning, 2017)

Novel Deep Architectures in Speech Processing. - John R. Hershey; Jonathan Le Roux; Shinji Watanabe 001; Scott Wisdom; Zhuo Chen 006; Yusuf Ziya Isik (New Era for Robust Speech Recognition, Exploiting Deep Learning, 2017)

Preliminaries. - Shinji Watanabe 001; Marc Delcroix; Florian Metze; John R. Hershey (New Era for Robust Speech Recognition, Exploiting Deep Learning, 2017)

Toolkits for Robust Speech Processing. - Shinji Watanabe 001; Takaaki Hori; Yajie Miao; Marc Delcroix; Florian Metze; John R. Hershey (New Era for Robust Speech Recognition, Exploiting Deep Learning, 2017)

Discriminative Beamforming with Phase-Aware Neural Networks for Speech Enhancement and Recognition. - Xiong Xiao; Shinji Watanabe 001; Hakan Erdogan; Michael I. Mandel; Liang Lu 001; John R. Hershey; Michael L. Seltzer; Guoguo Chen; Yu Zhang 033; Dong Yu 001 (New Era for Robust Speech Recognition, Exploiting Deep Learning, 2017)

Joint CTC/attention decoding for end-to-end speech recognition. - Takaaki Hori; Shinji Watanabe 001; John R. Hershey (ACL (1), 2017)

Early and late integration of audio features for automatic video description. - Chiori Hori; Takaaki Hori; Tim K. Marks; John R. Hershey (ASRU, 2017)

Multi-level language modeling and decoding for open vocabulary end-to-end speech recognition. - Takaaki Hori; Shinji Watanabe 001; John R. Hershey (ASRU, 2017)

Language independent end-to-end architecture for joint language identification and speech recognition. - Shinji Watanabe 001; Takaaki Hori; John R. Hershey (ASRU, 2017)

Deep clustering and conventional networks for music separation: Stronger together. - Yi Luo 004; Zhuo Chen 006; John R. Hershey; Jonathan Le Roux; Nima Mesgarani (ICASSP, 2017)

Deep long short-term memory adaptive beamforming networks for multichannel robust speech recognition. - Zhong Meng; Shinji Watanabe 001; John R. Hershey; Hakan Erdogan (ICASSP, 2017)

Student-teacher network learning with enhanced features. - Shinji Watanabe 001; Takaaki Hori; Jonathan Le Roux; John R. Hershey (ICASSP, 2017)

Attention-Based Multimodal Fusion for Video Description. - Chiori Hori; Takaaki Hori; Teng-Yok Lee; Ziming Zhang; Bret Harsham; John R. Hershey; Tim K. Marks; Kazuhiro Sumi (ICCV, 2017)

Multichannel End-to-end Speech Recognition. - Tsubasa Ochiai; Shinji Watanabe 001; Takaaki Hori; John R. Hershey (ICML, 2017)

Attention-Based Multimodal Fusion for Video Description. - Chiori Hori; Takaaki Hori; Teng-Yok Lee; Kazuhiro Sumi; John R. Hershey; Tim K. Marks (CoRR, 2017)

Multi-microphone speech recognition integrating beamforming, robust feature extraction, and advanced DNN/RNN backend. - Takaaki Hori; Zhuo Chen 006; Hakan Erdogan; John R. Hershey; Jonathan Le Roux; Vikramjit Mitra; Shinji Watanabe 001 (Comput. Speech Lang., 2017)

Prior-based Binary Masking and Discriminative Methods for Reverberant and Noisy Speech Recognition Using Distant Stereo Microphones. - Yuuki Tachioka; Shinji Watanabe 001; Jonathan Le Roux; John R. Hershey (J. Inf. Process., 2017)

Unified Architecture for Multichannel End-to-End Speech Recognition With Neural Beamforming. - Tsubasa Ochiai; Shinji Watanabe 001; Takaaki Hori; John R. Hershey; Xiong Xiao (IEEE J. Sel. Top. Signal Process., 2017)

Hybrid CTC/Attention Architecture for End-to-End Speech Recognition. - Shinji Watanabe 001; Takaaki Hori; Suyoun Kim; John R. Hershey; Tomoki Hayashi (IEEE J. Sel. Top. Signal Process., 2017)

A Purely End-to-End System for Multi-speaker Speech Recognition. - Hiroshi Seki; Takaaki Hori; Shinji Watanabe 001; Jonathan Le Roux; John R. Hershey (ACL (1), 2018)

Speaker Adaptation for Multichannel End-to-End Speech Recognition. - Tsubasa Ochiai; Shinji Watanabe 001; Shigeru Katagiri; Takaaki Hori; John R. Hershey (ICASSP, 2018)

An End-to-End Language-Tracking Speech Recognizer for Mixed-Language Speech. - Hiroshi Seki; Shinji Watanabe 001; Takaaki Hori; Jonathan Le Roux; John R. Hershey (ICASSP, 2018)

End-to-End Multi-Speaker Speech Recognition. - Shane Settle; Jonathan Le Roux; Takaaki Hori; Shinji Watanabe 001; John R. Hershey (ICASSP, 2018)

Multi-Channel Deep Clustering: Discriminative Spectral and Spatial Embeddings for Speaker-Independent Speech Separation. - Zhong-Qiu Wang 001; Jonathan Le Roux; John R. Hershey (ICASSP, 2018)

Alternative Objective Functions for Deep Clustering. - Zhong-Qiu Wang 001; Jonathan Le Roux; John R. Hershey (ICASSP, 2018)

End-to-End Speech Separation with Unfolded Iterative Phase Reconstruction. - Zhong-Qiu Wang 001; Jonathan Le Roux; DeLiang Wang; John R. Hershey (INTERSPEECH, 2018)

Exploring Tradeoffs in Models for Low-Latency Speech Enhancement. - Kevin W. Wilson; Michael Chinen; Jeremy Thorpe; Brian Patton; John R. Hershey; Rif A. Saurous; Jan Skoglund; Richard F. Lyon (IWAENC, 2018)

SDR - Half-baked or Well Done? - Jonathan Le Roux; Scott Wisdom; Hakan Erdogan; John R. Hershey (ICASSP, 2019)

The Phasebook: Building Complex Masks via Discrete Representations for Source Separation. - Jonathan Le Roux; Gordon Wichern; Shinji Watanabe 001; Andy M. Sarroff; John R. Hershey (ICASSP, 2019)

Differentiable Consistency Constraints for Improved Deep Speech Enhancement. - Scott Wisdom; John R. Hershey; Kevin W. Wilson; Jeremy Thorpe; Michael Chinen; Brian Patton; Rif A. Saurous (ICASSP, 2019)

End-to-End Multilingual Multi-Speaker Speech Recognition. - Hiroshi Seki; Takaaki Hori; Shinji Watanabe 001; Jonathan Le Roux; John R. Hershey (INTERSPEECH, 2019)

VoiceFilter: Targeted Voice Separation by Speaker-Conditioned Spectrogram Masking. - Quan Wang; Hannah Muckenhirn; Kevin W. Wilson; Prashant Sridhar; Zelin Wu; John R. Hershey; Rif A. Saurous; Ron J. Weiss; Ye Jia; Ignacio López-Moreno (INTERSPEECH, 2019)

Universal Sound Separation. - Ilya Kavalerov; Scott Wisdom; Hakan Erdogan; Brian Patton; Kevin W. Wilson; Jonathan Le Roux; John R. Hershey (WASPAA, 2019)

Alternating Between Spectral and Spatial Estimation for Speech Separation and Enhancement. - Zhong-Qiu Wang 001; Scott Wisdom; Kevin W. Wilson; John R. Hershey (CoRR, 2019)

Adversarial training and decoding strategies for end-to-end neural conversation models. - Takaaki Hori; Wen Wang; Yusuke Koji; Chiori Hori; Bret Harsham; John R. Hershey (Comput. Speech Lang., 2019)

Phasebook and Friends: Leveraging Discrete Representations for Source Separation. - Jonathan Le Roux; Gordon Wichern; Shinji Watanabe 001; Andy M. Sarroff; John R. Hershey (IEEE J. Sel. Top. Signal Process., 2019)

Improving Sound Event Detection in Domestic Environments using Sound Separation. - Nicolas Turpault; Scott Wisdom; Hakan Erdogan; John R. Hershey; Romain Serizel; Eduardo Fonseca; Prem Seetharaman; Justin Salamon (DCASE, 2020)

Improving Universal Sound Separation Using Sound Classification. - Efthymios Tzinis; Scott Wisdom; John R. Hershey; Aren Jansen; Daniel P. W. Ellis (ICASSP, 2020)

Unsupervised Sound Separation Using Mixture Invariant Training. - Scott Wisdom; Efthymios Tzinis; Hakan Erdogan; Ron J. Weiss; Kevin W. Wilson; John R. Hershey (NeurIPS, 2020)

Unsupervised Sound Separation Using Mixtures of Mixtures. - Scott Wisdom; Efthymios Tzinis; Hakan Erdogan; Ron J. Weiss; Kevin W. Wilson; John R. Hershey (CoRR, 2020)

Continuous Speech Separation Using Speaker Inventory for Long Multi-talker Recording. - Cong Han; Yi Luo 004; Chenda Li; Tianyan Zhou; Keisuke Kinoshita; Shinji Watanabe 001; Marc Delcroix; Hakan Erdogan; John R. Hershey; Nima Mesgarani; Zhuo Chen 006 (CoRR, 2020)

End-To-End Diarization for Variable Number of Speakers with Local-Global Networks and Discriminative Speaker Embeddings. - Soumi Maiti; Hakan Erdogan; Kevin W. Wilson; Scott Wisdom; Shinji Watanabe 001; John R. Hershey (ICASSP, 2021)

Sound Event Detection and Separation: A Benchmark on Desed Synthetic Soundscapes. - Nicolas Turpault; Romain Serizel; Scott Wisdom; Hakan Erdogan; John R. Hershey; Eduardo Fonseca; Prem Seetharaman; Justin Salamon (ICASSP, 2021)

What's all the Fuss about Free Universal Sound Separation Data? - Scott Wisdom; Hakan Erdogan; Daniel P. W. Ellis; Romain Serizel; Nicolas Turpault; Eduardo Fonseca; Justin Salamon; Prem Seetharaman; John R. Hershey (ICASSP, 2021)

Into the Wild with AudioScope: Unsupervised Audio-Visual Separation of On-Screen Sounds. - Efthymios Tzinis; Scott Wisdom; Aren Jansen; Shawn Hershey; Tal Remez; Dan Ellis; John R. Hershey (ICLR, 2021)

Continuous Speech Separation Using Speaker Inventory for Long Recording. - Cong Han; Yi Luo 004; Chenda Li; Tianyan Zhou; Keisuke Kinoshita; Shinji Watanabe 001; Marc Delcroix; Hakan Erdogan; John R. Hershey; Nima Mesgarani; Zhuo Chen 006 (Interspeech, 2021)

Integration of Speech Separation, Diarization, and Recognition for Multi-Speaker Meetings: System Description, Comparison, and Analysis. - Desh Raj; Pavel Denisov; Zhuo Chen 006; Hakan Erdogan; Zili Huang; Maokui He; Shinji Watanabe 001; Jun Du 002; Takuya Yoshioka; Yi Luo 004; Naoyuki Kanda; Jinyu Li 001; et al. (SLT, 2021)

Sequential Multi-Frame Neural Beamforming for Speech Separation and Enhancement. - Zhong-Qiu Wang 001; Hakan Erdogan; Scott Wisdom; Kevin W. Wilson; Desh Raj; Shinji Watanabe 001; Zhuo Chen 006; John R. Hershey (SLT, 2021)

Self-Supervised Learning from Automatically Separated Sound Scenes. - Eduardo Fonseca; Aren Jansen; Daniel P. W. Ellis; Scott Wisdom; Marco Tagliasacchi; John R. Hershey; Manoj Plakal; Shawn Hershey; R. Channing Moore; Xavier Serra (WASPAA, 2021)

DF-Conformer: Integrated Architecture of Conv-Tasnet and Conformer Using Linear Complexity Self-Attention for Speech Enhancement. - Yuma Koizumi; Shigeki Karita; Scott Wisdom; Hakan Erdogan; John R. Hershey; Llion Jones; Michiel Bacchiani (WASPAA, 2021)

Sparse, Efficient, and Semantic Mixture Invariant Training: Taming In-the-Wild Unsupervised Sound Separation. - Scott Wisdom; Aren Jansen; Ron J. Weiss; Hakan Erdogan; John R. Hershey (WASPAA, 2021)

Improving On-Screen Sound Separation for Open Domain Videos with Audio-Visual Self-attention. - Efthymios Tzinis; Scott Wisdom; Tal Remez; John R. Hershey (CoRR, 2021)

AudioScopeV2: Audio-Visual Attention Architectures for Calibrated Open-Domain On-Screen Sound Separation. - Efthymios Tzinis; Scott Wisdom; Tal Remez; John R. Hershey (ECCV (37), 2022)

Improving Bird Classification with Unsupervised Sound Separation. - Tom Denton; Scott Wisdom; John R. Hershey (ICASSP, 2022)

Adapting Speech Separation to Real-World Meetings using Mixture Invariant Training. - Aswin Sivaraman; Scott Wisdom; Hakan Erdogan; John R. Hershey (ICASSP, 2022)

CycleGAN-based Unpaired Speech Dereverberation. - Hannah Muckenhirn; Aleksandr Safin; Hakan Erdogan; Felix de Chaumont Quitry; Marco Tagliasacchi; Scott Wisdom; John R. Hershey (INTERSPEECH, 2022)

Distance-Based Sound Separation. - Katharine Patterson; Kevin W. Wilson; Scott Wisdom; John R. Hershey (INTERSPEECH, 2022)

Audioslots: A Slot-Centric Generative Model For Audio Separation. - Pradyumna Reddy; Scott Wisdom; Klaus Greff; John R. Hershey; Thomas Kipf (ICASSP Workshops, 2023)

TokenSplit: Using Discrete Speech Representations for Direct, Refined, and Transcript-Conditioned Speech Separation and Recognition. - Hakan Erdogan; Scott Wisdom; Xuankai Chang; Zalán Borsos; Marco Tagliasacchi; Neil Zeghidour; John R. Hershey (INTERSPEECH, 2023)

The CHiME-7 UDASE task: Unsupervised domain adaptation for conversational speech enhancement. - Simon Leglaive; Léonie Borne; Efthymios Tzinis; Mostafa Sadeghi; Matthieu Fraticelli; Scott Wisdom; Manuel Pariente; Daniel Pressnitzer; John R. Hershey (CoRR, 2023)

Separating the "Chirp" from the "Chat": Self-supervised Visual Grounding of Sound and Language. - Mark Hamilton; Andrew Zisserman; John R. Hershey; William T. Freeman (CVPR, 2024)

Unsupervised Multi-Channel Separation And Adaptation. - Cong Han; Kevin W. Wilson; Scott Wisdom; John R. Hershey (ICASSP, 2024)

Unsupervised Improved MVDR Beamforming for Sound Enhancement. - Jacob Kealey; John R. Hershey; François Grondin (INTERSPEECH, 2024)

Understanding Learning with Sliced-Wasserstein Requires Rethinking Informative Slices. - Huy Tran; Yikun Bai; Ashkan Shahbazi; John R. Hershey; Soheil Kolouri (CoRR, 2024)

Generative Data Augmentation Challenge: Zero-Shot Speech Synthesis for Personalized Speech Enhancement. - Jae-Sung Bae; Anastasia Kuznetsova; Dinesh Manocha; John R. Hershey; Trausti T. Kristjansson; Minje Kim (ICASSP Workshops, 2025)

Towards Sub-millisecond Latency Real-Time Speech Enhancement Models on Hearables. - Artem Dementyev; Chandan K. A. Reddy; Scott Wisdom; Navin Chatlani; John R. Hershey; Richard F. Lyon (ICASSP, 2025)

Generative Data Augmentation Challenge: Synthesis of Room Acoustics for Speaker Distance Estimation. - Jackie Lin; Georg Götz; Hermes Sampedro Llopis; Haukur Hafsteinsson; Steinar Guðjónsson; Daniel Gert Nielsen; Finnur Pind; Paris Smaragdis; Dinesh Manocha; John R. Hershey; Trausti T. Kristjansson; Minje Kim (ICASSP Workshops, 2025)

I-Con: A Unifying Framework for Representation Learning. - Shaden Naif Alshammari; John R. Hershey; Axel Feldmann; William T. Freeman; Mark Hamilton (ICLR, 2025)

Objective and subjective evaluation of speech enhancement methods in the UDASE task of the 7th CHiME challenge. - Simon Leglaive; Matthieu Fraticelli; Hend Elghazaly; Léonie Borne; Mostafa Sadeghi; Scott Wisdom; Manuel Pariente; John R. Hershey; Daniel Pressnitzer; Jon P. Barker (Comput. Speech Lang., 2025)

Source Separation by Flow Matching. - Robin Scheibler; John R. Hershey; Arnaud Doucet; Henry Li (CoRR, 2025)