Scott Wisdom

73 papers A* 2A 5Misc 18Journal 35Unranked 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
Objective and subjective evaluation of speech enhancement methods in the UDASE task of the 7th CHiME challenge.
Comput. Speech Lang.
Simon Leglaive, Matthieu Fraticelli, Hend Elghazaly, Léonie Borne, Mostafa Sadeghi, Scott Wisdom, Manuel Pariente, John R. Hershey, Daniel Pressnitzer, Jon P. Barker
2025 J jnl
Recomposer: Event-roll-guided generative audio editing.
CoRR
Daniel P. W. Ellis, Eduardo Fonseca, Ron J. Weiss, Kevin W. Wilson, Scott Wisdom, Hakan Erdogan, John R. Hershey, Aren Jansen, R. Channing Moore, Manoj Plakal
2025 Misc conf
Towards Sub-millisecond Latency Real-Time Speech Enhancement Models on Hearables.
ICASSP
Artem Dementyev, Chandan K. A. Reddy, Scott Wisdom, Navin Chatlani, John R. Hershey, Richard F. Lyon
2024 J jnl
Objective and subjective evaluation of speech enhancement methods in the UDASE task of the 7th CHiME challenge.
CoRR
Simon Leglaive, Matthieu Fraticelli, Hend Elghazaly, Léonie Borne, Mostafa Sadeghi, Scott Wisdom, Manuel Pariente, John R. Hershey, Daniel Pressnitzer, Jon P. Barker
2024 J jnl
Towards sub-millisecond latency real-time speech enhancement models on hearables.
CoRR
Artem Dementyev, Chandan K. A. Reddy, Scott Wisdom, Navin Chatlani, John R. Hershey, Richard F. Lyon
2024 Misc conf
Unsupervised Multi-Channel Separation And Adaptation.
ICASSP
Cong Han, Kevin W. Wilson, Scott Wisdom, John R. Hershey
2023 J jnl
AudioSlots: A slot-centric generative model for audio separation.
CoRR
Pradyumna Reddy, Scott Wisdom, Klaus Greff, John R. Hershey, Thomas Kipf
2023 — conf
Audioslots: A Slot-Centric Generative Model For Audio Separation.
ICASSP Workshops
Pradyumna Reddy, Scott Wisdom, Klaus Greff, John R. Hershey, Thomas Kipf
2023 J jnl
The CHiME-7 UDASE task: Unsupervised domain adaptation for conversational speech enhancement.
CoRR
Simon Leglaive, Léonie Borne, Efthymios Tzinis, Mostafa Sadeghi, Matthieu Fraticelli, Scott Wisdom, Manuel Pariente, Daniel Pressnitzer, John R. Hershey
2023 A conf
TokenSplit: Using Discrete Speech Representations for Direct, Refined, and Transcript-Conditioned Speech Separation and Recognition.
INTERSPEECH
Hakan Erdogan, Scott Wisdom, Xuankai Chang, Zalán Borsos, Marco Tagliasacchi, Neil Zeghidour, John R. Hershey
2023 J jnl
TokenSplit: Using Discrete Speech Representations for Direct, Refined, and Transcript-Conditioned Speech Separation and Recognition.
CoRR
Hakan Erdogan, Scott Wisdom, Xuankai Chang, Zalán Borsos, Marco Tagliasacchi, Neil Zeghidour, John R. Hershey
2023 J jnl
Unsupervised Multi-channel Separation and Adaptation.
CoRR
Cong Han, Kevin W. Wilson, Scott Wisdom, John R. Hershey
2022 Misc conf
Adapting Speech Separation to Real-World Meetings using Mixture Invariant Training.
ICASSP
Aswin Sivaraman, Scott Wisdom, Hakan Erdogan, John R. Hershey
2022 — conf
AudioScopeV2: Audio-Visual Attention Architectures for Calibrated Open-Domain On-Screen Sound Separation.
ECCV (37)
Efthymios Tzinis, Scott Wisdom, Tal Remez, John R. Hershey
2022 J jnl
AudioScopeV2: Audio-Visual Attention Architectures for Calibrated Open-Domain On-Screen Sound Separation.
CoRR
Efthymios Tzinis, Scott Wisdom, Tal Remez, John R. Hershey
2022 J jnl
CycleGAN-Based Unpaired Speech Dereverberation.
CoRR
Hannah Muckenhirn, Aleksandr Safin, Hakan Erdogan, Felix de Chaumont Quitry, Marco Tagliasacchi, Scott Wisdom, John R. Hershey
2022 A conf
CycleGAN-based Unpaired Speech Dereverberation.
INTERSPEECH
Hannah Muckenhirn, Aleksandr Safin, Hakan Erdogan, Felix de Chaumont Quitry, Marco Tagliasacchi, Scott Wisdom, John R. Hershey
2022 A conf
Distance-Based Sound Separation.
INTERSPEECH
Katharine Patterson, Kevin W. Wilson, Scott Wisdom, John R. Hershey
2022 J jnl
Distance-Based Sound Separation.
CoRR
Katharine Patterson, Kevin W. Wilson, Scott Wisdom, John R. Hershey
2022 Misc conf
Improving Bird Classification with Unsupervised Sound Separation.
ICASSP
Tom Denton, Scott Wisdom, John R. Hershey
2022 A conf
Listening with Googlears: Low-Latency Neural Multiframe Beamforming and Equalization for Hearing Aids.
INTERSPEECH
Samuel J. Yang, Scott Wisdom, Chet Gnegy, Richard F. Lyon, Sagar Savla
2022 A conf
Text-Driven Separation of Arbitrary Sounds.
INTERSPEECH
Kevin Kilgour, Beat Gfeller, Qingqing Huang, Aren Jansen, Scott Wisdom, Marco Tagliasacchi
2022 J jnl
Text-Driven Separation of Arbitrary Sounds.
CoRR
Kevin Kilgour, Beat Gfeller, Qingqing Huang, Aren Jansen, Scott Wisdom, Marco Tagliasacchi
2021 J jnl
Adapting Speech Separation to Real-World Meetings Using Mixture Invariant Training.
CoRR
Aswin Sivaraman, Scott Wisdom, Hakan Erdogan, John R. Hershey
2021 — conf
DF-Conformer: Integrated Architecture of Conv-Tasnet and Conformer Using Linear Complexity Self-Attention for Speech Enhancement.
WASPAA
Yuma Koizumi, Shigeki Karita, Scott Wisdom, Hakan Erdogan, John R. Hershey, Llion Jones, Michiel Bacchiani
2021 J jnl
DF-Conformer: Integrated architecture of Conv-TasNet and Conformer using linear complexity self-attention for speech enhancement.
CoRR
Yuma Koizumi, Shigeki Karita, Scott Wisdom, Hakan Erdogan, John R. Hershey, Llion Jones, Michiel Bacchiani
2021 Misc conf
End-To-End Diarization for Variable Number of Speakers with Local-Global Networks and Discriminative Speaker Embeddings.
ICASSP
Soumi Maiti, Hakan Erdogan, Kevin W. Wilson, Scott Wisdom, Shinji Watanabe, John R. Hershey
2021 J jnl
End-to-End Diarization for Variable Number of Speakers with Local-Global Networks and Discriminative Speaker Embeddings.
CoRR
Soumi Maiti, Hakan Erdogan, Kevin W. Wilson, Scott Wisdom, Shinji Watanabe, John R. Hershey
2021 J jnl
Improving On-Screen Sound Separation for Open Domain Videos with Audio-Visual Self-attention.
CoRR
Efthymios Tzinis, Scott Wisdom, Tal Remez, John R. Hershey
2021 — conf
Integration of Speech Separation, Diarization, and Recognition for Multi-Speaker Meetings: System Description, Comparison, and Analysis.
SLT
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
2021 A* conf
Into the Wild with AudioScope: Unsupervised Audio-Visual Separation of On-Screen Sounds.
ICLR
Efthymios Tzinis, Scott Wisdom, Aren Jansen, Shawn Hershey, Tal Remez, Dan Ellis, John R. Hershey
2021 — conf
Self-Supervised Learning from Automatically Separated Sound Scenes.
WASPAA
Eduardo Fonseca, Aren Jansen, Daniel P. W. Ellis, Scott Wisdom, Marco Tagliasacchi, John R. Hershey, Manoj Plakal, Shawn Hershey, R. Channing Moore, Xavier Serra
2021 J jnl
Self-Supervised Learning from Automatically Separated Sound Scenes.
CoRR
Eduardo Fonseca, Aren Jansen, Daniel P. W. Ellis, Scott Wisdom, Marco Tagliasacchi, John R. Hershey, Manoj Plakal, Shawn Hershey, R. Channing Moore, Xavier Serra
2021 — conf
Sequential Multi-Frame Neural Beamforming for Speech Separation and Enhancement.
SLT
Zhong-Qiu Wang, Hakan Erdogan, Scott Wisdom, Kevin W. Wilson, Desh Raj, Shinji Watanabe, Zhuo Chen, John R. Hershey
2021 Misc conf
Sound Event Detection and Separation: A Benchmark on Desed Synthetic Soundscapes.
ICASSP
Nicolas Turpault, Romain Serizel, Scott Wisdom, Hakan Erdogan, John R. Hershey, Eduardo Fonseca, Prem Seetharaman, Justin Salamon
2021 — conf
Sparse, Efficient, and Semantic Mixture Invariant Training: Taming In-the-Wild Unsupervised Sound Separation.
WASPAA
Scott Wisdom, Aren Jansen, Ron J. Weiss, Hakan Erdogan, John R. Hershey
2021 J jnl
Sparse, Efficient, and Semantic Mixture Invariant Training: Taming In-the-Wild Unsupervised Sound Separation.
CoRR
Scott Wisdom, Aren Jansen, Ron J. Weiss, Hakan Erdogan, John R. Hershey
2021 Misc conf
What's all the Fuss about Free Universal Sound Separation Data?
ICASSP
Scott Wisdom, Hakan Erdogan, Daniel P. W. Ellis, Romain Serizel, Nicolas Turpault, Eduardo Fonseca, Justin Salamon, Prem Seetharaman, John R. Hershey
2020 J jnl
Improving Sound Event Detection In Domestic Environments Using Sound Separation.
CoRR
Nicolas Turpault, Scott Wisdom, Hakan Erdogan, John R. Hershey, Romain Serizel, Eduardo Fonseca, Prem Seetharaman, Justin Salamon
2020 — conf
Improving Sound Event Detection in Domestic Environments using Sound Separation.
DCASE
Nicolas Turpault, Scott Wisdom, Hakan Erdogan, John R. Hershey, Romain Serizel, Eduardo Fonseca, Prem Seetharaman, Justin Salamon
2020 Misc conf
Improving Universal Sound Separation Using Sound Classification.
ICASSP
Efthymios Tzinis, Scott Wisdom, John R. Hershey, Aren Jansen, Daniel P. W. Ellis
2020 J jnl
Integration of speech separation, diarization, and recognition for multi-speaker meetings: System description, comparison, and analysis.
CoRR
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
2020 J jnl
Into the Wild with AudioScope: Unsupervised Audio-Visual Separation of On-Screen Sounds.
CoRR
Efthymios Tzinis, Scott Wisdom, Aren Jansen, Shawn Hershey, Tal Remez, Daniel P. W. Ellis, John R. Hershey
2020 Misc conf
Performance Study of a Convolutional Time-Domain Audio Separation Network for Real-Time Speech Denoising.
ICASSP
Samuel Sonning, Christian Schüldt, Hakan Erdogan, Scott Wisdom
2020 J jnl
Sound Event Detection and Separation: a Benchmark on Desed Synthetic Soundscapes.
CoRR
Nicolas Turpault, Romain Serizel, Scott Wisdom, Hakan Erdogan, John R. Hershey, Eduardo Fonseca, Prem Seetharaman, Justin Salamon
2020 A* conf
Unsupervised Sound Separation Using Mixture Invariant Training.
NeurIPS
Scott Wisdom, Efthymios Tzinis, Hakan Erdogan, Ron J. Weiss, Kevin W. Wilson, John R. Hershey
2020 J jnl
Unsupervised Sound Separation Using Mixtures of Mixtures.
CoRR
Scott Wisdom, Efthymios Tzinis, Hakan Erdogan, Ron J. Weiss, Kevin W. Wilson, John R. Hershey
2020 J jnl
What's All the FUSS About Free Universal Sound Separation Data?
CoRR
Scott Wisdom, Hakan Erdogan, Daniel P. W. Ellis, Romain Serizel, Nicolas Turpault, Eduardo Fonseca, Justin Salamon, Prem Seetharaman, John R. Hershey
2019 J jnl
Alternating Between Spectral and Spatial Estimation for Speech Separation and Enhancement.
CoRR
Zhong-Qiu Wang, Scott Wisdom, Kevin W. Wilson, John R. Hershey
2019 Misc conf
Differentiable Consistency Constraints for Improved Deep Speech Enhancement.
ICASSP
Scott Wisdom, John R. Hershey, Kevin W. Wilson, Jeremy Thorpe, Michael Chinen, Brian Patton, Rif A. Saurous
2019 J jnl
Improving Universal Sound Separation Using Sound Classification.
CoRR
Efthymios Tzinis, Scott Wisdom, John R. Hershey, Aren Jansen, Daniel P. W. Ellis
2019 Misc conf
SDR - Half-baked or Well Done?
ICASSP
Jonathan Le Roux, Scott Wisdom, Hakan Erdogan, John R. Hershey
2019 J jnl
Transfer Learning From Sound Representations For Anger Detection in Speech.
CoRR
Mohamed Ezzeldin A. Elshaer, Scott Wisdom, Taniya Mishra
2019 — conf
Universal Sound Separation.
WASPAA
Ilya Kavalerov, Scott Wisdom, Hakan Erdogan, Brian Patton, Kevin W. Wilson, Jonathan Le Roux, John R. Hershey
2019 J jnl
Universal Sound Separation.
CoRR
Ilya Kavalerov, Scott Wisdom, Hakan Erdogan, Brian Patton, Kevin W. Wilson, Jonathan Le Roux, John R. Hershey
2018 J jnl
Differentiable Consistency Constraints for Improved Deep Speech Enhancement.
CoRR
Scott Wisdom, John R. Hershey, Kevin W. Wilson, Jeremy Thorpe, Michael Chinen, Brian Patton, Rif A. Saurous
2018 J jnl
SDR - half-baked or well done?
CoRR
Jonathan Le Roux, Scott Wisdom, Hakan Erdogan, John R. Hershey
2017 Misc conf
Building recurrent networks by unfolding iterative thresholding for sequential sparse recovery.
ICASSP
Scott Wisdom, Thomas Powers, James W. Pitton, Les E. Atlas
2017 J jnl
Deep Recurrent NMF for Speech Separation by Unfolding Iterative Thresholding.
CoRR
Scott Wisdom, Thomas Powers, James W. Pitton, Les Atlas
2017 — conf
Deep recurrent NMF for speech separation by unfolding iterative thresholding.
WASPAA
Scott Wisdom, Thomas Powers, James W. Pitton, Les Atlas
2017 — ch.
Novel Deep Architectures in Speech Processing.
New Era for Robust Speech Recognition, Exploiting Deep Learning
John R. Hershey, Jonathan Le Roux, Shinji Watanabe, Scott Wisdom, Zhuo Chen, Yusuf Ziya Isik
2016 Misc conf
Benefits of noncircular statistics for nonstationary signals.
ACSSC
Scott Wisdom, Les E. Atlas, James W. Pitton, Greg Okopal
2016 Misc conf
Deep unfolding for multichannel source separation.
ICASSP
Scott Wisdom, John R. Hershey, Jonathan Le Roux, Shinji Watanabe
2016 — conf
Full-Capacity Unitary Recurrent Neural Networks.
NIPS
Scott Wisdom, Thomas Powers, John R. Hershey, Jonathan Le Roux, Les E. Atlas
2016 J jnl
Full-Capacity Unitary Recurrent Neural Networks.
CoRR
Scott Wisdom, Thomas Powers, John R. Hershey, Jonathan Le Roux, Les E. Atlas
2016 J jnl
Interpretable Recurrent Neural Networks Using Sequential Sparse Recovery.
CoRR
Scott Wisdom, Thomas Powers, James W. Pitton, Les E. Atlas
2016 — conf
On spectral noncircularity of natural signals.
SAM
Scott Wisdom, Les Atlas, James W. Pitton
2015 J jnl
Enhancement and Recognition of Reverberant and Noisy Speech by Extending Its Coherence.
CoRR
Scott Wisdom, Thomas Powers, Les Atlas, James W. Pitton
2015 J jnl
Speech Analysis With the Strong Uncorrelating Transform.
IEEE ACM Trans. Audio Speech Lang. Process.
Greg Okopal, Scott Wisdom, Les Atlas
2015 Misc conf
Voice activity detection using subband noncircularity.
ICASSP
Scott Wisdom, Greg Okopal, Les E. Atlas, James W. Pitton
2014 Misc conf
Estimating the noncircularity of latent components within complex-valued subband mixtures with applications to speech processing.
ACSSC
Greg Okopal, Scott Wisdom, Les Atlas
2014 Misc conf
Extending coherence for optimal detection of nonstationary harmonic signals.
ACSSC
Scott Wisdom, James W. Pitton, Les Atlas
2014 Misc conf
Extending coherence time for analysis of modulated random processes.
ICASSP
Scott Wisdom, Les Atlas, James Pittore