Scott Wisdom

According to our database¹, Scott Wisdom authored at least 47 papers between 2014 and 2025.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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On csauthors.net:

Bibliography

2025

Objective and subjective evaluation of speech enhancement methods in the UDASE task of the 7th CHiME challenge.

[BibT_eX]

[DOI]

Comput. Speech Lang., 2025

2024

Towards sub-millisecond latency real-time speech enhancement models on hearables.

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[DOI]

CoRR, 2024

Unsupervised Multi-Channel Separation And Adaptation.

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[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

The CHiME-7 UDASE task: Unsupervised domain adaptation for conversational speech enhancement.

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[DOI]

CoRR, 2023

TokenSplit: Using Discrete Speech Representations for Direct, Refined, and Transcript-Conditioned Speech Separation and Recognition.

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[DOI]

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Audioslots: A Slot-Centric Generative Model For Audio Separation.

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[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Listening with Googlears: Low-Latency Neural Multiframe Beamforming and Equalization for Hearing Aids.

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[DOI]

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Distance-Based Sound Separation.

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[DOI]

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

CycleGAN-based Unpaired Speech Dereverberation.

[BibT_eX]

[DOI]

Hannah Muckenhirn

Aleksandr Safin

Hakan Erdogan

Felix de Chaumont Quitry

Marco Tagliasacchi

Scott Wisdom

John R. Hershey

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Text-Driven Separation of Arbitrary Sounds.

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[DOI]

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Adapting Speech Separation to Real-World Meetings using Mixture Invariant Training.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

Improving Bird Classification with Unsupervised Sound Separation.

[BibT_eX]

[DOI]

Tom Denton

Scott Wisdom

John R. Hershey

Proceedings of the IEEE International Conference on Acoustics, 2022

AudioScopeV2: Audio-Visual Attention Architectures for Calibrated Open-Domain On-Screen Sound Separation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

Improving On-Screen Sound Separation for Open Domain Videos with Audio-Visual Self-attention.

[BibT_eX]

[DOI]

CoRR, 2021

Sparse, Efficient, and Semantic Mixture Invariant Training: Taming In-the-Wild Unsupervised Sound Separation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2021

DF-Conformer: Integrated Architecture of Conv-Tasnet and Conformer Using Linear Complexity Self-Attention for Speech Enhancement.

[BibT_eX]

[DOI]

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2021

Self-Supervised Learning from Automatically Separated Sound Scenes.

[BibT_eX]

[DOI]

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2021

Sequential Multi-Frame Neural Beamforming for Speech Separation and Enhancement.

[BibT_eX]

[DOI]

Proceedings of the IEEE Spoken Language Technology Workshop, 2021

Integration of Speech Separation, Diarization, and Recognition for Multi-Speaker Meetings: System Description, Comparison, and Analysis.

[BibT_eX]

[DOI]

Proceedings of the IEEE Spoken Language Technology Workshop, 2021

Into the Wild with AudioScope: Unsupervised Audio-Visual Separation of On-Screen Sounds.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

What's all the Fuss about Free Universal Sound Separation Data?

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

Sound Event Detection and Separation: A Benchmark on Desed Synthetic Soundscapes.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

End-To-End Diarization for Variable Number of Speakers with Local-Global Networks and Discriminative Speaker Embeddings.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Unsupervised Sound Separation Using Mixtures of Mixtures.

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[DOI]

CoRR, 2020

Unsupervised Sound Separation Using Mixture Invariant Training.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Improving Universal Sound Separation Using Sound Classification.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Performance Study of a Convolutional Time-Domain Audio Separation Network for Real-Time Speech Denoising.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Improving Sound Event Detection in Domestic Environments using Sound Separation.

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[DOI]

Proceedings of 5th the Workshop on Detection and Classification of Acoustic Scenes and Events 2020 (DCASE 2020), 2020

2019

Alternating Between Spectral and Spatial Estimation for Speech Separation and Enhancement.

[BibT_eX]

[DOI]

CoRR, 2019

Transfer Learning From Sound Representations For Anger Detection in Speech.

[BibT_eX]

[DOI]

Mohamed Ezzeldin A. Elshaer

Scott Wisdom

Taniya Mishra

CoRR, 2019

Universal Sound Separation.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2019

Differentiable Consistency Constraints for Improved Deep Speech Enhancement.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

SDR - Half-baked or Well Done?

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

2017

Deep recurrent NMF for speech separation by unfolding iterative thresholding.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2017

Building recurrent networks by unfolding iterative thresholding for sequential sparse recovery.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Novel Deep Architectures in Speech Processing.

[BibT_eX]

[DOI]

Proceedings of the New Era for Robust Speech Recognition, Exploiting Deep Learning., 2017

2016

Interpretable Recurrent Neural Networks Using Sequential Sparse Recovery.

[BibT_eX]

[DOI]

CoRR, 2016

Full-Capacity Unitary Recurrent Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

On spectral noncircularity of natural signals.

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[DOI]

Scott Wisdom

Les Atlas

James W. Pitton

Proceedings of the 2016 IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), 2016

Deep unfolding for multichannel source separation.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Benefits of noncircular statistics for nonstationary signals.

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[DOI]

Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016

2015

Speech Analysis With the Strong Uncorrelating Transform.

[BibT_eX]

[DOI]

Greg Okopal

Scott Wisdom

Les Atlas

IEEE ACM Trans. Audio Speech Lang. Process., 2015

Enhancement and Recognition of Reverberant and Noisy Speech by Extending Its Coherence.

[BibT_eX]

[DOI]

CoRR, 2015

Voice activity detection using subband noncircularity.

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[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2014

Extending coherence time for analysis of modulated random processes.

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[DOI]

Scott Wisdom

Les Atlas

James Pittore

Proceedings of the IEEE International Conference on Acoustics, 2014

Extending coherence for optimal detection of nonstationary harmonic signals.

[BibT_eX]

[DOI]

Scott Wisdom

James W. Pitton

Les Atlas

Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014

Estimating the noncircularity of latent components within complex-valued subband mixtures with applications to speech processing.

[BibT_eX]

[DOI]

Greg Okopal

Scott Wisdom

Les Atlas

Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014

Scott Wisdom

Timeline

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On csauthors.net:

Bibliography

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