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Wisdom, Scott

  1. SDR - half-baked or well done?
    2018/11/06 by Jonathan Le Roux, Roux, Jonathan Le, Scott Wisdom +4 · 102 citations
    Computer Science · Neuroscience · Engineering · #Speech and Audio Processing #Hearing Loss and Rehabilitation #Advanced Adaptive Filtering Techniques
  2. Full-Capacity Unitary Recurrent Neural Networks
    2016/10/31 by Scott Wisdom, Wisdom, Scott, Thomas A. Powers +7 · 23 citations
    Computer Science · #Blind Source Separation Techniques #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE)
  3. Integration of speech separation, diarization, and recognition for multi-speaker meetings: System description, comparison, and analysis
    2020/11/03 by Raj, Desh, Denisov, Pavel, Chen, Zhuo +11 · 11 citations
    #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
  4. Universal Sound Separation
    2019/05/08 by Kavalerov, Ilya, Wisdom, Scott, Erdogan, Hakan +4 · 4 citations
    #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sound (cs.SD) #electronic engineering #information engineering
  5. What's All the FUSS About Free Universal Sound Separation Data?
    2020/11/02 by Wisdom, Scott, Erdogan, Hakan, Ellis, Daniel +6 · 4 citations
    #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
  6. Into the Wild with AudioScope: Unsupervised Audio-Visual Separation of On-Screen Sounds
    2020/11/02 by Tzinis, Efthymios, Wisdom, Scott, Jansen, Aren +4 · 4 citations
    #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
  7. Improving Bird Classification with Unsupervised Sound Separation
    2021/10/07 by Tom Denton, Scott Wisdom, Denton, Tom +3 · 4 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Environmental Science · #Animal Vocal Communication and Behavior #Speech and Audio Processing #Marine animal studies overview
  8. Text-Driven Separation of Arbitrary Sounds
    2022/04/12 by Kevin Kilgour, Beat Gfeller, Kilgour, Kevin +9 · 3 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  9. DF-Conformer: Integrated architecture of Conv-TasNet and Conformer using linear complexity self-attention for speech enhancement
    2021/06/30 by Yuma Koizumi, Koizumi, Yuma, Shigeki Karita +11 · 2 citations
    Computer Science · Engineering · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  10. AudioScopeV2: Audio-Visual Attention Architectures for Calibrated Open-Domain On-Screen Sound Separation
    2022/07/20 by Efthymios Tzinis, Tzinis, Efthymios, Scott Wisdom +5 · 2 citations
    Computer Science · Engineering · Neuroscience · #Advanced Adaptive Filtering Techniques #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Hearing Loss and Rehabilitation #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
  11. Distance-Based Sound Separation
    2022/07/01 by Katharine Patterson, Kevin R. Wilson, Patterson, Katharine +5 · 2 citations
    Computer Science · Engineering · #Speech and Audio Processing #Advanced Adaptive Filtering Techniques #Blind Source Separation Techniques
  12. Differentiable Consistency Constraints for Improved Deep Speech Enhancement
    2018/11/20 by Wisdom, Scott, Hershey, John R., Wilson, Kevin +4 · 1 citation
    #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
  13. Sound Event Detection and Separation: a Benchmark on Desed Synthetic\n Soundscapes
    2020/11/02 by Nicolas Turpault, Turpault, Nicolas, Scott Wisdom +12 · 1 citation
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
  14. Adapting Speech Separation to Real-World Meetings Using Mixture Invariant Training
    2021/10/20 by Sivaraman, Aswin, Wisdom, Scott, Erdogan, Hakan +1 · 1 citation
    #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
  15. Towards Sub-millisecond Latency Real-Time Speech Enhancement Models on Hearables
    2024/09/26 by Dementyev, Artem, Reddy, Chandan K. A., Wisdom, Scott +3 · 2 citations
    #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
  16. TokenSplit: Using Discrete Speech Representations for Direct, Refined, and Transcript-Conditioned Speech Separation and Recognition
    2023/08/21 by Erdogan, Hakan, Wisdom, Scott, Chang, Xuankai +4 · 1 citation
    #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
  17. Recomposer: Event-roll-guided generative audio editing
    2025/09/05 by Ellis, Daniel P. W., Fonseca, Eduardo, Weiss, Ron J. +7 · 2 voices · 1 citation
    #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering