Jonathan Le Roux
34 papers · 2013–2025 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (61) π Conference Polyglot Β· Silver π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Conference Loyalist
(27)
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Deep Specialist
(10)
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Topic Evolution
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Keyword Trendsetter Combo
(5)
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Keyword Pioneer
π€
Dynamic Duo
(11)
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Renaissance Researcher
(6)
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Unstoppable Β· Silver
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Prolific Year Β· Productive
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Conference Pioneer
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Century Club Β· Bronze
ποΈ
Keyword Collector
(164)
Top co-authors
Research topics
Speech & Audio
(23)
Deep Learning
(22)
Machine Learning
(20)
Architectures
(15)
Learning Types Β· Machine Learning
(12)
Recognition
(12)
Artificial Intelligence
(11)
Core AI
(11)
Learning Types Β· Deep Learning
(9)
Core Methods
(7)
Synthesis
(6)
Computer Vision
(5)
Models
(5)
Optimization & Theory
(5)
Analysis
(4)
Keywords
automatic speech recognition
(9)
source separation
(6)
multimodal learning
(5)
neural network
(5)
end-to-end speech recognition
(4)
speech separation
(4)
speech enhancement
(4)
speech recognition
(3)
connectionist temporal classification
(3)
speaker separation
(2)
multi-task learning
(2)
end-to-end system
(2)
video captioning
(2)
self-supervised learning
(2)
autoregressive model
(2)
video question answering
(2)
scene graph
(2)
zero-shot learning
(2)
video understanding
(2)
speech tokenization
(2)
Papers
Direction-Aware Neural Acoustic Fields for Few-Shot Interpolation of Ambisonic Impulse Responses
Interspeech 2025
Factorized RVQ-GAN For Disentangled Speech Tokenization
Interspeech 2025
HASRD: Hierarchical Acoustic and Semantic Representation Disentanglement
Interspeech 2025
Investigating continuous autoregressive generative speech enhancement
Interspeech 2025
Enhanced Reverberation as Supervision for Unsupervised Speech Separation
Interspeech 2024
PARIS: Pseudo-AutoRegressIve Siamese Training for Online Speech Separation
Interspeech 2024
RILA: Reflective and Imaginative Language Agent for Zero-Shot Semantic Audio-Visual Navigation
CVPR 2024
Sound Event Bounding Boxes
Interspeech 2024
Speech dereverberation constrained on room impulse response characteristics
Interspeech 2024
ZeroST: Zero-Shot Speech Translation
Interspeech 2024
Style-transfer based Speech and Audio-visual Scene understanding for Robot Action Sequence Acquisition from Videos
Interspeech 2023
(2.5+1)D Spatio-Temporal Scene Graphs for Video Question Answering
AAAI 2022
Heterogeneous Target Speech Separation
Interspeech 2022
Low-Latency Online Streaming VideoQA Using Audio-Visual Transformers
Interspeech 2022
Advanced Long-Context End-to-End Speech Recognition Using Context-Expanded Transformers
Interspeech 2021
Dual Causal/Non-Causal Self-Attention for Streaming End-to-End Speech Recognition
Interspeech 2021
Dynamic Graph Representation Learning for Video Dialog via Multi-Modal Shuffled Transformers
AAAI 2021
Momentum Pseudo-Labeling for Semi-Supervised Speech Recognition
Interspeech 2021
Optimizing Latency for Online Video Captioning Using Audio-Visual Transformers
Interspeech 2021
Visual Scene Graphs for Audio Source Separation
ICCV 2021
All-in-One Transformer: Unifying Speech Recognition, Audio Tagging, and Event Detection
Interspeech 2020
Detecting Audio Attacks on ASR Systems with Dropout Uncertainty
Interspeech 2020
Transformer-Based Long-Context End-to-End Speech Recognition
Interspeech 2020
End-to-End Multilingual Multi-Speaker Speech Recognition
Interspeech 2019
Unidirectional Neural Network Architectures for End-to-End Automatic Speech Recognition
Interspeech 2019
Vectorized Beam Search for CTC-Attention-Based Speech Recognition
Interspeech 2019
WHAM!: Extending Speech Separation to Noisy Environments
Interspeech 2019
A Purely End-to-End System for Multi-speaker Speech Recognition
ACL 2018
End-to-End Speech Separation with Unfolded Iterative Phase Reconstruction
Interspeech 2018
Coupled Initialization of Multi-Channel Non-Negative Matrix Factorization Based on Spatial and Spectral Information
Interspeech 2017
Full-Capacity Unitary Recurrent Neural Networks
NeurIPS 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