← Authors

John R. Hershey

20 papers · 2006–2025 · 9 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (11) 🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (9) πŸƒ Academic Marathon (19) 🌈 Renaissance Researcher (5) πŸ—ΊοΈ Taxonomy Completionist (12) 🧭 Keyword Pioneer 🌟 Keyword Trendsetter Combo (3) πŸ† Keyword Champion 🧬 Topic Evolution 🌱 Topic Pioneer πŸ—ƒοΈ Keyword Collector (76) πŸ“ˆ Trend Setter πŸ’Ž Century Club (20) πŸ”₯ Unstoppable (10) πŸš€ Conference Pioneer

Conferences

INTERSPEECH (10) ICLR (2) NIPS (2) ACL (1) CVPR (1) ECCV (1) ICCV (1) ICML (1) IJCNLP (1)

Top co-authors

Shinji Watanabe (8) Scott Wisdom (6) Takaaki Hori (5) Jonathan Le Roux (5) Hakan Erdogan (5) Efthymios Tzinis (3) Kevin Wilson (3) Hannah Muckenhirn (2) Mark Hamilton (2) Hiroshi Seki (2)

Keywords

speech recognition (6) neural network (5) speech separation (3) source separation (3) speaker separation (3) speech enhancement (3) sound separation (3) attention mechanism (2) multi-speaker recognition (2) end-to-end learning (2) automatic speech recognition (2) speaker embedding (2) speech synthesis (1) sequence labeling (1) self-supervised learning (1) domain adaptation (1) contrastive learning (1) factorial dynamics (1) spoken language understanding (1) semi-supervised learning (1)

Papers

I-Con: A Unifying Framework for Representation Learning ICLR 2025
Unsupervised Improved MVDR Beamforming for Sound Enhancement INTERSPEECH 2024
Separating the "Chirp" from the "Chat": Self-supervised Visual Grounding of Sound and Language CVPR 2024
TokenSplit: Using Discrete Speech Representations for Direct, Refined, and Transcript-Conditioned Speech Separation and Recognition INTERSPEECH 2023
Distance-Based Sound Separation INTERSPEECH 2022
AudioScopeV2: Audio-Visual Attention Architectures for Calibrated Open-Domain On-Screen Sound Separation ECCV 2022
CycleGAN-based Unpaired Speech Dereverberation INTERSPEECH 2022
Continuous Speech Separation Using Speaker Inventory for Long Recording INTERSPEECH 2021
Into the Wild with AudioScope: Unsupervised Audio-Visual Separation of On-Screen Sounds ICLR 2021
Unsupervised Sound Separation Using Mixture Invariant Training NIPS 2020
VoiceFilter: Targeted Voice Separation by Speaker-Conditioned Spectrogram Masking INTERSPEECH 2019
End-to-End Multilingual Multi-Speaker Speech Recognition INTERSPEECH 2019
A Purely End-to-End System for Multi-speaker Speech Recognition ACL 2018
Multichannel End-to-end Speech Recognition ICML 2017
Attention-Based Multimodal Fusion for Video Description ICCV 2017
Single-Channel Multi-Speaker Separation Using Deep Clustering INTERSPEECH 2016
Improved MVDR Beamforming Using Single-Channel Mask Prediction Networks INTERSPEECH 2016
Context-Sensitive and Role-Dependent Spoken Language Understanding Using Bidirectional and Attention LSTMs INTERSPEECH 2016
Statistical Dialogue Management using Intention Dependency Graph IJCNLP 2013
Single Channel Speech Separation Using Factorial Dynamics NIPS 2006