Scott Wisdom

9 papers · 2016–2023 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (16) 🐣 Hot Topic Early Bird

⚡ Prolific Year · Productive

Venues

Interspeech (5) NeurIPS (2) ECCV (1) ICLR (1)

Top co-authors

John R. Hershey (6) Efthymios Tzinis (3) Hakan Erdogan (3) Marco Tagliasacchi (3) Tal Remez (2) Kevin Wilson (2) Aren Jansen (2) Shawn Hershey (1) Katharine Patterson (1) Hannah Muckenhirn (1)

Research topics

Machine Learning (8) Learning Types (7) Deep Learning (3) Speech & Audio (3) Synthesis (3) Architectures (2) Core Methods (2) Computer Vision (1) Healthcare & Medicine (1) Application Areas (1) Clinical (1) Models (1) Optimization & Theory (1) Processing (1) Recognition (1)

Keywords

neural network (5) sound separation (3) unsupervised learning (2) sound source separation (2) speech separation (1) source separation (1) representation learning (1) speech recognition (1) domain adaptation (1) multimodal learning (1) automatic speech recognition (1) speech enhancement (1) speech synthesis (1) gradient descent (1) speech dereverberation (1) distance estimation (1) manifold optimization (1) attention mechanism (1) speech intelligibility (1) semi-supervised learning (1)

Papers

TokenSplit: Using Discrete Speech Representations for Direct, Refined, and Transcript-Conditioned Speech Separation and Recognition Interspeech 2023 AudioScopeV2: Audio-Visual Attention Architectures for Calibrated Open-Domain On-Screen Sound Separation ECCV 2022 CycleGAN-based Unpaired Speech Dereverberation Interspeech 2022 Distance-Based Sound Separation Interspeech 2022 Listening with Googlears: Low-Latency Neural Multiframe Beamforming and Equalization for Hearing Aids Interspeech 2022 Text-Driven Separation of Arbitrary Sounds Interspeech 2022 Into the Wild with AudioScope: Unsupervised Audio-Visual Separation of On-Screen Sounds ICLR 2021 Unsupervised Sound Separation Using Mixture Invariant Training NeurIPS 2020 Full-Capacity Unitary Recurrent Neural Networks NeurIPS 2016