← Authors

Jonathan Le Roux

30 papers · 2013–2024 · 7 conferences · across top CS/AI conferences

Achievements

πŸ—ΊοΈ Taxonomy Completionist (21) 🐝 Cross-Pollinator (10) 🐣 Hot Topic Early Bird πŸƒ Academic Marathon (11) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (7) 🧭 Keyword Pioneer 🌟 Keyword Trendsetter Combo (5) 🏠 Conference Loyalist (23) πŸ† Keyword Champion (2) 🀝 Dynamic Duo (11) 🌱 Topic Pioneer πŸ”¬ Deep Specialist (10) 🧬 Topic Evolution ⚑ Prolific Year (6) πŸ”₯ Unstoppable (9) πŸ—ƒοΈ Keyword Collector (63) πŸ’Ž Century Club (30) πŸš€ Conference Pioneer πŸ“ˆ Trend Setter

Conferences

INTERSPEECH (23) AAAI (2) ACL (1) CVPR (1) ICCV (1) IJCNLP (1) NIPS (1)

Top co-authors

Takaaki Hori (11) Chiori Hori (8) Gordon Wichern (7) Shinji Watanabe (7) Niko Moritz (7) John R. Hershey (5) Anoop Cherian (4) Hiroshi Seki (3) François G. Germain (3) Kohei Saijo (2)

Keywords

automatic speech recognition (8) source separation (6) neural network (5) end-to-end speech recognition (4) speech separation (4) multimodal learning (4) speech recognition (3) connectionist temporal classification (3) speech enhancement (3) multi-speaker recognition (2) multi-task learning (2) speaker separation (2) video captioning (2) end-to-end system (2) long-context speech recognition (2) multi-modal learning (2) video question answering (2) scene graph (2) zero-shot learning (2) video understanding (2)

Papers

Enhanced Reverberation as Supervision for Unsupervised Speech Separation INTERSPEECH 2024
ZeroST: Zero-Shot Speech Translation INTERSPEECH 2024
Sound Event Bounding Boxes INTERSPEECH 2024
Speech dereverberation constrained on room impulse response characteristics INTERSPEECH 2024
RILA: Reflective and Imaginative Language Agent for Zero-Shot Semantic Audio-Visual Navigation CVPR 2024
PARIS: Pseudo-AutoRegressIve Siamese Training for Online Speech Separation 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
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
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
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
Unidirectional Neural Network Architectures for End-to-End Automatic Speech Recognition INTERSPEECH 2019
Vectorized Beam Search for CTC-Attention-Based Speech Recognition INTERSPEECH 2019
End-to-End Multilingual Multi-Speaker 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
Improved MVDR Beamforming Using Single-Channel Mask Prediction Networks INTERSPEECH 2016
Single-Channel Multi-Speaker Separation Using Deep Clustering INTERSPEECH 2016
Full-Capacity Unitary Recurrent Neural Networks NIPS 2016
Statistical Dialogue Management using Intention Dependency Graph IJCNLP 2013