Estimating the noncircularity of latent components within complex-valued subband mixtures with applications to speech processing. - Greg Okopal; Scott Wisdom; Les Atlas (ACSSC, 2014)

Extending coherence for optimal detection of nonstationary harmonic signals. - Scott Wisdom; James W. Pitton; Les Atlas (ACSSC, 2014)

Extending coherence time for analysis of modulated random processes. - Scott Wisdom; Les Atlas; James Pittore (ICASSP, 2014)

Voice activity detection using subband noncircularity. - Scott Wisdom; Greg Okopal; Les E. Atlas; James W. Pitton (ICASSP, 2015)

Enhancement and Recognition of Reverberant and Noisy Speech by Extending Its Coherence. - Scott Wisdom; Thomas Powers; Les Atlas; James W. Pitton (CoRR, 2015)

Speech Analysis With the Strong Uncorrelating Transform. - Greg Okopal; Scott Wisdom; Les Atlas (IEEE ACM Trans. Audio Speech Lang. Process., 2015)

Benefits of noncircular statistics for nonstationary signals. - Scott Wisdom; Les E. Atlas; James W. Pitton; Greg Okopal (ACSSC, 2016)

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

On spectral noncircularity of natural signals. - Scott Wisdom; Les Atlas; James W. Pitton (SAM, 2016)

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

Interpretable Recurrent Neural Networks Using Sequential Sparse Recovery. - Scott Wisdom; Thomas Powers; James W. Pitton; Les E. Atlas (CoRR, 2016)

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)

Building recurrent networks by unfolding iterative thresholding for sequential sparse recovery. - Scott Wisdom; Thomas Powers; James W. Pitton; Les E. Atlas (ICASSP, 2017)

Deep recurrent NMF for speech separation by unfolding iterative thresholding. - Scott Wisdom; Thomas Powers; James W. Pitton; Les Atlas (WASPAA, 2017)

SDR - Half-baked or Well Done? - Jonathan Le Roux; Scott Wisdom; Hakan Erdogan; 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)

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

Transfer Learning From Sound Representations For Anger Detection in Speech. - Mohamed Ezzeldin A. Elshaer; Scott Wisdom; Taniya Mishra (CoRR, 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)

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)

Performance Study of a Convolutional Time-Domain Audio Separation Network for Real-Time Speech Denoising. - Samuel Sonning; Christian Schüldt; Hakan Erdogan; Scott Wisdom (ICASSP, 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)

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)

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)

Text-Driven Separation of Arbitrary Sounds. - Kevin Kilgour; Beat Gfeller; Qingqing Huang; Aren Jansen; Scott Wisdom; Marco Tagliasacchi (INTERSPEECH, 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)

Listening with Googlears: Low-Latency Neural Multiframe Beamforming and Equalization for Hearing Aids. - Samuel J. Yang; Scott Wisdom; Chet Gnegy; Richard F. Lyon; Sagar Savla (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)

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

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)

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)