Kevin Wilson

5 papers · 2018–2022 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer

Venues

Interspeech (4) NeurIPS (1)

Top co-authors

John R. Hershey (3) Scott Wisdom (2) Ignacio Lopez Moreno (2) Quan Wang (2) Katharine Patterson (1) Ron Weiss (1) Joseph Roth (1) Caroline Pantofaru (1) Efthymios Tzinis (1) Ron J. Weiss (1)

Research topics

Machine Learning (3) Speech & Audio (3) Deep Learning (2) Application Areas (2) Learning Types (2) Recognition (2) Synthesis (2) Analysis (1) Architectures (1) Core Methods (1) Optimization & Theory (1)

Keywords

speech recognition (2) sound separation (2) neural network (2) speaker separation (2) source separation (1) speaker embedding (1) speaker recognition (1) sound source separation (1) distance estimation (1) speaker diarization (1) streaming inference (1) audio processing (1) vision model (1) distance-based separation (1) speech activity detection (1) voice separation (1) spectrogram masking (1) target speaker separation (1) on-device speech recognition (1) targeted voice separation (1)

Papers

Distance-Based Sound Separation Interspeech 2022 Unsupervised Sound Separation Using Mixture Invariant Training NeurIPS 2020 VoiceFilter-Lite: Streaming Targeted Voice Separation for On-Device Speech Recognition Interspeech 2020 VoiceFilter: Targeted Voice Separation by Speaker-Conditioned Spectrogram Masking Interspeech 2019 AVA-Speech: A Densely Labeled Dataset of Speech Activity in Movies Interspeech 2018