John R. Hershey
20 papers · 2006–2025 · 9 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (32) π Academic Marathon Β· Full π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
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Topic Pioneer
π
Keyword Trendsetter Combo
(10)
π
Keyword Champion
(4)
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Keyword Pioneer
π§¬
Topic Evolution
π
Conference Pioneer
ποΈ
Keyword Collector
(81)
π
Trend Setter
π
Century Club Β· Bronze
π₯
Unstoppable Β· Silver
Top co-authors
Research topics
Machine Learning
(13)
Learning Types Β· Machine Learning
(10)
Deep Learning
(9)
Speech & Audio
(8)
Architectures
(6)
Core Methods
(6)
Recognition
(5)
Synthesis
(5)
Artificial Intelligence
(4)
Core AI
(4)
Learning Types Β· Deep Learning
(4)
Computer Vision
(2)
Analysis Β· Speech & Audio
(2)
Models
(2)
Analysis Β· Computer Vision
(1)
Keywords
speech recognition
(6)
neural network
(5)
source separation
(4)
sound separation
(4)
attention mechanism
(3)
speech enhancement
(3)
speaker separation
(3)
automatic speech recognition
(3)
speech separation
(3)
contrastive learning
(2)
multi-speaker recognition
(2)
speaker embedding
(2)
unsupervised learning
(2)
end-to-end learning
(2)
self-supervised learning
(1)
factorial dynamics
(1)
semantic segmentation
(1)
transformer architecture
(1)
temporal dynamics
(1)
sequence labeling
(1)
Papers
I-Con: A Unifying Framework for Representation Learning
ICLR 2025
Separating the "Chirp" from the "Chat": Self-supervised Visual Grounding of Sound and Language
CVPR 2024
Unsupervised Improved MVDR Beamforming for Sound Enhancement
Interspeech 2024
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
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
NeurIPS 2020
End-to-End Multilingual Multi-Speaker Speech Recognition
Interspeech 2019
VoiceFilter: Targeted Voice Separation by Speaker-Conditioned Spectrogram Masking
Interspeech 2019
A Purely End-to-End System for Multi-speaker Speech Recognition
ACL 2018
Attention-Based Multimodal Fusion for Video Description
ICCV 2017
Multichannel End-to-end Speech Recognition
ICML 2017
Context-Sensitive and Role-Dependent Spoken Language Understanding Using Bidirectional and Attention LSTMs
Interspeech 2016
Improved MVDR Beamforming Using Single-Channel Mask Prediction Networks
Interspeech 2016
Single-Channel Multi-Speaker Separation Using Deep Clustering
Interspeech 2016
Statistical Dialogue Management using Intention Dependency Graph
IJCNLP 2013
Single Channel Speech Separation Using Factorial Dynamics
NeurIPS 2006