John R. Hershey

Publication Activity (10 Years)

Years Active: 1999-2025
Publications (10 Years): 108

Top Venues

CoRR

ICASSP

INTERSPEECH

WASPAA

University of California, San Diego, USA (PHD)

Education History

University of California, San Diego, USA

PHD

Publications

Simon Leglaive, Matthieu Fraticelli, Hend Elghazaly, Léonie Borne, Mostafa Sadeghi, Scott Wisdom, Manuel Pariente, John R. Hershey, Daniel Pressnitzer, Jon P. Barker
Objective and subjective evaluation of speech enhancement methods in the UDASE task of the 7th CHiME challenge. Comput. Speech Lang. 89 (2025)
Cong Han, Kevin W. Wilson, Scott Wisdom, John R. Hershey
Unsupervised Multi-Channel Separation And Adaptation. ICASSP (2024)
Simon Leglaive, Matthieu Fraticelli, Hend Elghazaly, Léonie Borne, Mostafa Sadeghi, Scott Wisdom, Manuel Pariente, John R. Hershey, Daniel Pressnitzer, Jon P. Barker
Objective and subjective evaluation of speech enhancement methods in the UDASE task of the 7th CHiME challenge. CoRR (2024)
Mark Hamilton, Andrew Zisserman, John R. Hershey, William T. Freeman
Separating the "Chirp" from the "Chat": Self-supervised Visual Grounding of Sound and Language. CoRR (2024)
Hakan Erdogan, Scott Wisdom, Xuankai Chang, Zalán Borsos, Marco Tagliasacchi, Neil Zeghidour, John R. Hershey
TokenSplit: Using Discrete Speech Representations for Direct, Refined, and Transcript-Conditioned Speech Separation and Recognition. INTERSPEECH (2023)
Pradyumna Reddy, Scott Wisdom, Klaus Greff, John R. Hershey, Thomas Kipf
Audioslots: A Slot-Centric Generative Model For Audio Separation. ICASSP Workshops (2023)
Cong Han, Kevin W. Wilson, Scott Wisdom, John R. Hershey
Unsupervised Multi-channel Separation and Adaptation. CoRR (2023)
Hakan Erdogan, Scott Wisdom, Xuankai Chang, Zalán Borsos, Marco Tagliasacchi, Neil Zeghidour, John R. Hershey
TokenSplit: Using Discrete Speech Representations for Direct, Refined, and Transcript-Conditioned Speech Separation and Recognition. CoRR (2023)
Pradyumna Reddy, Scott Wisdom, Klaus Greff, John R. Hershey, Thomas Kipf
AudioSlots: A slot-centric generative model for audio separation. CoRR (2023)
Simon Leglaive, Léonie Borne, Efthymios Tzinis, Mostafa Sadeghi, Matthieu Fraticelli, Scott Wisdom, Manuel Pariente, Daniel Pressnitzer, John R. Hershey
The CHiME-7 UDASE task: Unsupervised domain adaptation for conversational speech enhancement. CoRR (2023)
Tom Denton, Scott Wisdom, John R. Hershey
Improving Bird Classification with Unsupervised Sound Separation. ICASSP (2022)
Efthymios Tzinis, Scott Wisdom, Tal Remez, John R. Hershey
AudioScopeV2: Audio-Visual Attention Architectures for Calibrated Open-Domain On-Screen Sound Separation. ECCV (37) (2022)
Katharine Patterson, Kevin W. Wilson, Scott Wisdom, John R. Hershey
Distance-Based Sound Separation. INTERSPEECH (2022)
Aswin Sivaraman, Scott Wisdom, Hakan Erdogan, John R. Hershey
Adapting Speech Separation to Real-World Meetings using Mixture Invariant Training. ICASSP (2022)
Katharine Patterson, Kevin W. Wilson, Scott Wisdom, John R. Hershey
Distance-Based Sound Separation. CoRR (2022)
Hannah Muckenhirn, Aleksandr Safin, Hakan Erdogan, Felix de Chaumont Quitry, Marco Tagliasacchi, Scott Wisdom, John R. Hershey
CycleGAN-Based Unpaired Speech Dereverberation. CoRR (2022)
Efthymios Tzinis, Scott Wisdom, Tal Remez, John R. Hershey
AudioScopeV2: Audio-Visual Attention Architectures for Calibrated Open-Domain On-Screen Sound Separation. CoRR (2022)
Hannah Muckenhirn, Aleksandr Safin, Hakan Erdogan, Felix de Chaumont Quitry, Marco Tagliasacchi, Scott Wisdom, John R. Hershey
CycleGAN-based Unpaired Speech Dereverberation. INTERSPEECH (2022)
Yuma Koizumi, Shigeki Karita, Scott Wisdom, Hakan Erdogan, John R. Hershey, Llion Jones, Michiel Bacchiani
DF-Conformer: Integrated architecture of Conv-TasNet and Conformer using linear complexity self-attention for speech enhancement. CoRR (2021)
Soumi Maiti, Hakan Erdogan, Kevin W. Wilson, Scott Wisdom, Shinji Watanabe, John R. Hershey
End-to-End Diarization for Variable Number of Speakers with Local-Global Networks and Discriminative Speaker Embeddings. CoRR (2021)
Nicolas Turpault, Romain Serizel, Scott Wisdom, Hakan Erdogan, John R. Hershey, Eduardo Fonseca, Prem Seetharaman, Justin Salamon
Sound Event Detection and Separation: A Benchmark on Desed Synthetic Soundscapes. ICASSP (2021)
Scott Wisdom, Aren Jansen, Ron J. Weiss, Hakan Erdogan, John R. Hershey
Sparse, Efficient, and Semantic Mixture Invariant Training: Taming In-the-Wild Unsupervised Sound Separation. WASPAA (2021)
Eduardo Fonseca, Aren Jansen, Daniel P. W. Ellis, Scott Wisdom, Marco Tagliasacchi, John R. Hershey, Manoj Plakal, Shawn Hershey, R. Channing Moore, Xavier Serra
Self-Supervised Learning from Automatically Separated Sound Scenes. CoRR (2021)
Soumi Maiti, Hakan Erdogan, Kevin W. Wilson, Scott Wisdom, Shinji Watanabe, John R. Hershey
End-To-End Diarization for Variable Number of Speakers with Local-Global Networks and Discriminative Speaker Embeddings. ICASSP (2021)
Aswin Sivaraman, Scott Wisdom, Hakan Erdogan, John R. Hershey
Adapting Speech Separation to Real-World Meetings Using Mixture Invariant Training. CoRR (2021)
Scott Wisdom, Aren Jansen, Ron J. Weiss, Hakan Erdogan, John R. Hershey
Sparse, Efficient, and Semantic Mixture Invariant Training: Taming In-the-Wild Unsupervised Sound Separation. CoRR (2021)
Zhong-Qiu Wang, Hakan Erdogan, Scott Wisdom, Kevin W. Wilson, Desh Raj, Shinji Watanabe, Zhuo Chen, John R. Hershey
Sequential Multi-Frame Neural Beamforming for Speech Separation and Enhancement. SLT (2021)
Yuma Koizumi, Shigeki Karita, Scott Wisdom, Hakan Erdogan, John R. Hershey, Llion Jones, Michiel Bacchiani
DF-Conformer: Integrated Architecture of Conv-Tasnet and Conformer Using Linear Complexity Self-Attention for Speech Enhancement. WASPAA (2021)
Desh Raj, Pavel Denisov, Zhuo Chen, Hakan Erdogan, Zili Huang, Maokui He, Shinji Watanabe, Jun Du, Takuya Yoshioka, Yi Luo, Naoyuki Kanda, Jinyu Li, Scott Wisdom, John R. Hershey
Integration of Speech Separation, Diarization, and Recognition for Multi-Speaker Meetings: System Description, Comparison, and Analysis. SLT (2021)
Efthymios Tzinis, Scott Wisdom, Aren Jansen, Shawn Hershey, Tal Remez, Dan Ellis, John R. Hershey
Into the Wild with AudioScope: Unsupervised Audio-Visual Separation of On-Screen Sounds. ICLR (2021)
Efthymios Tzinis, Scott Wisdom, Tal Remez, John R. Hershey
Improving On-Screen Sound Separation for Open Domain Videos with Audio-Visual Self-attention. CoRR (2021)
Cong Han, Yi Luo, Chenda Li, Tianyan Zhou, Keisuke Kinoshita, Shinji Watanabe, Marc Delcroix, Hakan Erdogan, John R. Hershey, Nima Mesgarani, Zhuo Chen
Continuous Speech Separation Using Speaker Inventory for Long Recording. Interspeech (2021)
Scott Wisdom, Hakan Erdogan, Daniel P. W. Ellis, Romain Serizel, Nicolas Turpault, Eduardo Fonseca, Justin Salamon, Prem Seetharaman, John R. Hershey
What's all the Fuss about Free Universal Sound Separation Data? ICASSP (2021)
Eduardo Fonseca, Aren Jansen, Daniel P. W. Ellis, Scott Wisdom, Marco Tagliasacchi, John R. Hershey, Manoj Plakal, Shawn Hershey, R. Channing Moore, Xavier Serra
Self-Supervised Learning from Automatically Separated Sound Scenes. WASPAA (2021)
Scott Wisdom, Efthymios Tzinis, Hakan Erdogan, Ron J. Weiss, Kevin W. Wilson, John R. Hershey
Unsupervised Sound Separation Using Mixture Invariant Training. NeurIPS (2020)
Desh Raj, Pavel Denisov, Zhuo Chen, Hakan Erdogan, Zili Huang, Mao-Kui He, Shinji Watanabe, Jun Du, Takuya Yoshioka, Yi Luo, Naoyuki Kanda, Jinyu Li, Scott Wisdom, John R. Hershey
Integration of speech separation, diarization, and recognition for multi-speaker meetings: System description, comparison, and analysis. CoRR (2020)
Efthymios Tzinis, Scott Wisdom, Aren Jansen, Shawn Hershey, Tal Remez, Daniel P. W. Ellis, John R. Hershey
Into the Wild with AudioScope: Unsupervised Audio-Visual Separation of On-Screen Sounds. CoRR (2020)
Nicolas Turpault, Scott Wisdom, Hakan Erdogan, John R. Hershey, Romain Serizel, Eduardo Fonseca, Prem Seetharaman, Justin Salamon
Improving Sound Event Detection In Domestic Environments Using Sound Separation. CoRR (2020)
Efthymios Tzinis, Scott Wisdom, John R. Hershey, Aren Jansen, Daniel P. W. Ellis
Improving Universal Sound Separation Using Sound Classification. ICASSP (2020)
Scott Wisdom, Efthymios Tzinis, Hakan Erdogan, Ron J. Weiss, Kevin W. Wilson, John R. Hershey
Unsupervised Sound Separation Using Mixtures of Mixtures. CoRR (2020)
Cong Han, Yi Luo, Chenda Li, Tianyan Zhou, Keisuke Kinoshita, Shinji Watanabe, Marc Delcroix, Hakan Erdogan, John R. Hershey, Nima Mesgarani, Zhuo Chen
Continuous Speech Separation Using Speaker Inventory for Long Multi-talker Recording. CoRR (2020)
Nicolas Turpault, Scott Wisdom, Hakan Erdogan, John R. Hershey, Romain Serizel, Eduardo Fonseca, Prem Seetharaman, Justin Salamon
Improving Sound Event Detection in Domestic Environments using Sound Separation. DCASE (2020)
Scott Wisdom, Hakan Erdogan, Daniel P. W. Ellis, Romain Serizel, Nicolas Turpault, Eduardo Fonseca, Justin Salamon, Prem Seetharaman, John R. Hershey
What's All the FUSS About Free Universal Sound Separation Data? CoRR (2020)
Nicolas Turpault, Romain Serizel, Scott Wisdom, Hakan Erdogan, John R. Hershey, Eduardo Fonseca, Prem Seetharaman, Justin Salamon
Sound Event Detection and Separation: a Benchmark on Desed Synthetic Soundscapes. CoRR (2020)
Quan Wang, Hannah Muckenhirn, Kevin W. Wilson, Prashant Sridhar, Zelin Wu, John R. Hershey, Rif A. Saurous, Ron J. Weiss, Ye Jia, Ignacio Lopez-Moreno
VoiceFilter: Targeted Voice Separation by Speaker-Conditioned Spectrogram Masking. INTERSPEECH (2019)
Jonathan Le Roux, Gordon Wichern, Shinji Watanabe, Andy M. Sarroff, John R. Hershey
Phasebook and Friends: Leveraging Discrete Representations for Source Separation. IEEE J. Sel. Top. Signal Process. 13 (2) (2019)
Zhong-Qiu Wang, Scott Wisdom, Kevin W. Wilson, John R. Hershey
Alternating Between Spectral and Spatial Estimation for Speech Separation and Enhancement. CoRR (2019)
Hiroshi Seki, Takaaki Hori, Shinji Watanabe, Jonathan Le Roux, John R. Hershey
End-to-End Multilingual Multi-Speaker Speech Recognition. INTERSPEECH (2019)
Ilya Kavalerov, Scott Wisdom, Hakan Erdogan, Brian Patton, Kevin W. Wilson, Jonathan Le Roux, John R. Hershey
Universal Sound Separation. WASPAA (2019)
Efthymios Tzinis, Scott Wisdom, John R. Hershey, Aren Jansen, Daniel P. W. Ellis
Improving Universal Sound Separation Using Sound Classification. CoRR (2019)
Jonathan Le Roux, Scott Wisdom, Hakan Erdogan, John R. Hershey
SDR - Half-baked or Well Done? ICASSP (2019)
Scott Wisdom, John R. Hershey, Kevin W. Wilson, Jeremy Thorpe, Michael Chinen, Brian Patton, Rif A. Saurous
Differentiable Consistency Constraints for Improved Deep Speech Enhancement. ICASSP (2019)
Jonathan Le Roux, Gordon Wichern, Shinji Watanabe, Andy M. Sarroff, John R. Hershey
The Phasebook: Building Complex Masks via Discrete Representations for Source Separation. ICASSP (2019)
Takaaki Hori, Wen Wang, Yusuke Koji, Chiori Hori, Bret Harsham, John R. Hershey
Adversarial training and decoding strategies for end-to-end neural conversation models. Comput. Speech Lang. 54 (2019)
Ilya Kavalerov, Scott Wisdom, Hakan Erdogan, Brian Patton, Kevin W. Wilson, Jonathan Le Roux, John R. Hershey
Universal Sound Separation. CoRR (2019)
Quan Wang, Hannah Muckenhirn, Kevin W. Wilson, Prashant Sridhar, Zelin Wu, John R. Hershey, Rif A. Saurous, Ron J. Weiss, Ye Jia, Ignacio Lopez-Moreno
VoiceFilter: Targeted Voice Separation by Speaker-Conditioned Spectrogram Masking. CoRR (2018)
Shane Settle, Jonathan Le Roux, Takaaki Hori, Shinji Watanabe, John R. Hershey
End-to-End Multi-Speaker Speech Recognition. ICASSP (2018)
Hiroshi Seki, Shinji Watanabe, Takaaki Hori, Jonathan Le Roux, John R. Hershey
An End-to-End Language-Tracking Speech Recognizer for Mixed-Language Speech. ICASSP (2018)
Jonathan Le Roux, Gordon Wichern, Shinji Watanabe, Andy M. Sarroff, John R. Hershey
Phasebook and Friends: Leveraging Discrete Representations for Source Separation. CoRR (2018)
Hiroshi Seki, Takaaki Hori, Shinji Watanabe, Jonathan Le Roux, John R. Hershey
A Purely End-to-end System for Multi-speaker Speech Recognition. CoRR (2018)
Tsubasa Ochiai, Shinji Watanabe, Shigeru Katagiri, Takaaki Hori, John R. Hershey
Speaker Adaptation for Multichannel End-to-End Speech Recognition. ICASSP (2018)
Hiroshi Seki, Takaaki Hori, Shinji Watanabe, Jonathan Le Roux, John R. Hershey
A Purely End-to-End System for Multi-speaker Speech Recognition. ACL (1) (2018)
Kevin W. Wilson, Michael Chinen, Jeremy Thorpe, Brian Patton, John R. Hershey, Rif A. Saurous, Jan Skoglund, Richard F. Lyon
Exploring Tradeoffs in Models for Low-latency Speech Enhancement. CoRR (2018)
Zhong-Qiu Wang, Jonathan Le Roux, DeLiang Wang, John R. Hershey
End-to-End Speech Separation with Unfolded Iterative Phase Reconstruction. CoRR (2018)
Kevin W. Wilson, Michael Chinen, Jeremy Thorpe, Brian Patton, John R. Hershey, Rif A. Saurous, Jan Skoglund, Richard F. Lyon
Exploring Tradeoffs in Models for Low-Latency Speech Enhancement. IWAENC (2018)
Zhong-Qiu Wang, Jonathan Le Roux, DeLiang Wang, John R. Hershey
End-to-End Speech Separation with Unfolded Iterative Phase Reconstruction. INTERSPEECH (2018)
Scott Wisdom, John R. Hershey, Kevin W. Wilson, Jeremy Thorpe, Michael Chinen, Brian Patton, Rif A. Saurous
Differentiable Consistency Constraints for Improved Deep Speech Enhancement. CoRR (2018)
Jonathan Le Roux, Scott Wisdom, Hakan Erdogan, John R. Hershey
SDR - half-baked or well done? CoRR (2018)
Zhong-Qiu Wang, Jonathan Le Roux, John R. Hershey
Multi-Channel Deep Clustering: Discriminative Spectral and Spatial Embeddings for Speaker-Independent Speech Separation. ICASSP (2018)
Zhong-Qiu Wang, Jonathan Le Roux, John R. Hershey
Alternative Objective Functions for Deep Clustering. ICASSP (2018)
Shinji Watanabe, Takaaki Hori, Jonathan Le Roux, John R. Hershey
Student-teacher network learning with enhanced features. ICASSP (2017)
Tsubasa Ochiai, Shinji Watanabe, Takaaki Hori, John R. Hershey
Multichannel End-to-end Speech Recognition. CoRR (2017)
Shinji Watanabe, Takaaki Hori, Suyoun Kim, John R. Hershey, Tomoki Hayashi
Hybrid CTC/Attention Architecture for End-to-End Speech Recognition. IEEE J. Sel. Top. Signal Process. 11 (8) (2017)
Zhong Meng, Shinji Watanabe, John R. Hershey, Hakan Erdogan
Deep long short-term memory adaptive beamforming networks for multichannel robust speech recognition. ICASSP (2017)
Takaaki Hori, Shinji Watanabe, John R. Hershey
Multi-level language modeling and decoding for open vocabulary end-to-end speech recognition. ASRU (2017)
Zhong Meng, Shinji Watanabe, John R. Hershey, Hakan Erdogan
Deep Long Short-Term Memory Adaptive Beamforming Networks For Multichannel Robust Speech Recognition. CoRR (2017)
Tsubasa Ochiai, Shinji Watanabe, Takaaki Hori, John R. Hershey
Multichannel End-to-end Speech Recognition. ICML (2017)
Chiori Hori, Takaaki Hori, Teng-Yok Lee, Ziming Zhang, Bret Harsham, John R. Hershey, Tim K. Marks, Kazuhiro Sumi
Attention-Based Multimodal Fusion for Video Description. ICCV (2017)
Yuuki Tachioka, Shinji Watanabe, Jonathan Le Roux, John R. Hershey
Prior-based Binary Masking and Discriminative Methods for Reverberant and Noisy Speech Recognition Using Distant Stereo Microphones. J. Inf. Process. 25 (2017)
Takaaki Hori, Zhuo Chen, Hakan Erdogan, John R. Hershey, Jonathan Le Roux, Vikramjit Mitra, Shinji Watanabe
Multi-microphone speech recognition integrating beamforming, robust feature extraction, and advanced DNN/RNN backend. Comput. Speech Lang. 46 (2017)
Takaaki Hori, Shinji Watanabe, John R. Hershey
Joint CTC/attention decoding for end-to-end speech recognition. ACL (1) (2017)
Tsubasa Ochiai, Shinji Watanabe, Takaaki Hori, John R. Hershey, Xiong Xiao
Unified Architecture for Multichannel End-to-End Speech Recognition With Neural Beamforming. IEEE J. Sel. Top. Signal Process. 11 (8) (2017)
Shinji Watanabe, Takaaki Hori, John R. Hershey
Language independent end-to-end architecture for joint language identification and speech recognition. ASRU (2017)
Chiori Hori, Takaaki Hori, Tim K. Marks, John R. Hershey
Early and late integration of audio features for automatic video description. ASRU (2017)
Yi Luo, Zhuo Chen, John R. Hershey, Jonathan Le Roux, Nima Mesgarani
Deep clustering and conventional networks for music separation: Stronger together. ICASSP (2017)
Chiori Hori, Takaaki Hori, Teng-Yok Lee, Kazuhiro Sumi, John R. Hershey, Tim K. Marks
Attention-Based Multimodal Fusion for Video Description. CoRR (2017)
Takaaki Hori, Hai Wang, Chiori Hori, Shinji Watanabe, Bret Harsham, Jonathan Le Roux, John R. Hershey, Yusuke Koji, Yi Jing, Zhaocheng Zhu, Takeyuki Aikawa
Dialog state tracking with attention-based sequence-to-sequence learning. SLT (2016)
Scott Wisdom, Thomas Powers, John R. Hershey, Jonathan Le Roux, Les E. Atlas
Full-Capacity Unitary Recurrent Neural Networks. CoRR (2016)
John R. Hershey, Zhuo Chen, Jonathan Le Roux, Shinji Watanabe
Deep clustering: Discriminative embeddings for segmentation and separation. ICASSP (2016)
Hakan Erdogan, John R. Hershey, Shinji Watanabe, Michael I. Mandel, Jonathan Le Roux
Improved MVDR Beamforming Using Single-Channel Mask Prediction Networks. INTERSPEECH (2016)
Yusuf Ziya Isik, Jonathan Le Roux, Zhuo Chen, Shinji Watanabe, John R. Hershey
Single-Channel Multi-Speaker Separation using Deep Clustering. CoRR (2016)
Takaaki Hori, Chiori Hori, Shinji Watanabe, John R. Hershey
Minimum word error training of long short-term memory recurrent neural network language models for speech recognition. ICASSP (2016)
Chiori Hori, Takaaki Hori, Shinji Watanabe, John R. Hershey
Context-Sensitive and Role-Dependent Spoken Language Understanding Using Bidirectional and Attention LSTMs. INTERSPEECH (2016)
Yi Luo, Zhuo Chen, John R. Hershey, Jonathan Le Roux, Nima Mesgarani
Deep Clustering and Conventional Networks for Music Separation: Stronger Together. CoRR (2016)
Yusuf Ziya Isik, Jonathan Le Roux, Zhuo Chen, Shinji Watanabe, John R. Hershey
Single-Channel Multi-Speaker Separation Using Deep Clustering. INTERSPEECH (2016)
Oncel Tuzel, Yuichi Taguchi, John R. Hershey
Global-Local Face Upsampling Network. CoRR (2016)
Scott Wisdom, Thomas Powers, John R. Hershey, Jonathan Le Roux, Les E. Atlas
Full-Capacity Unitary Recurrent Neural Networks. NIPS (2016)
Xiong Xiao, Shinji Watanabe, Hakan Erdogan, Liang Lu, John R. Hershey, Michael L. Seltzer, Guoguo Chen, Yu Zhang, Michael I. Mandel, Dong Yu
Deep beamforming networks for multi-channel speech recognition. ICASSP (2016)
Chiori Hori, Shinji Watanabe, Takaaki Hori, Bret A. Harsham, John R. Hershey, Yusuke Koji, Youichi Fujii, Yuki Furumoto
Driver confusion status detection using recurrent neural networks. ICME (2016)
Scott Wisdom, John R. Hershey, Jonathan Le Roux, Shinji Watanabe
Deep unfolding for multichannel source separation. ICASSP (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

John R. Hershey