Jonathan Le Roux

Mitsubishi Electric (United States) — United States

Computer Science · Physical Sciences

38h-index8.1kcitations210works3.12yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Speech and Audio Processing(154), Music and Audio Processing(111), Speech Recognition and Synthesis(97), Advanced Adaptive Filtering Techniques(32), Blind Source Separation Techniques(29)

Publications210 total

Robot Confirmation Generation and Action Planning Using Long-context Q-Former Integrated with Multimodal LLM
arXiv (Cornell University)·2025Open Access
Factorized RVQ-GAN For Disentangled Speech Tokenization
2025
Factorized RVQ-GAN For Disentangled Speech Tokenization
arXiv (Cornell University)·2025Open Access
Handling Domain Shifts for Anomalous Sound Detection: A Review
VBN Forskningsportal (Aalborg Universitet)·2025Open Access
Handling Domain Shifts for Anomalous Sound Detection: A Review of DCASE-Related Work
arXiv (Cornell University)·2025Open Access
Interactive Robot Action Replanning using Multimodal LLM Trained from Human Demonstration Videos
2025· 3 cited
O-EENC-SD: Efficient Online End-to-End Neural Clustering for Speaker Diarization
2025Open Access
Embracing Cacophony: Explaining and Improving Random Mixing in Music Source Separation
IEEE Open Journal of Signal Processing·2025Open Access
Speech dereverberation constrained on room impulse response characteristics
2024· 3 cited
Speech dereverberation constrained on room impulse response characteristics
arXiv (Cornell University)·2024Open Access
Age at death during the Covid-19 lockdown in French metropolitan regions: a non parametric quantile regression approach
BMC Public Health·2024Open Access
Why Does Music Source Separation Benefit from Cacophony?
2024· 3 cited
GLA-GRAD: A Griffin-Lim Extended Waveform Generation Diffusion Model
2024· 4 citedOpen Access
SpecDiff-GAN: A Spectrally-Shaped Noise Diffusion GAN for Speech and Music Synthesis
2024· 7 citedOpen Access
WI-FI based Indoor Monitoring Enhanced by Multimodal Fusion
2024
GLA-Grad: A Griffin-Lim Extended Waveform Generation Diffusion Model
arXiv (Cornell University)·2024Open Access
TS-SEP: Joint Diarization and Separation Conditioned on Estimated Speaker Embeddings
IEEE/ACM Transactions on Audio Speech and Language Processing·2024· 25 cited
The Sound Demixing Challenge 2023 – Cinematic Demixing Track
Transactions of the International Society for Music Information Retrieval·2024· 10 citedOpen Access
The Sound Demixing Challenge 2023 $\unicode{x2013}$ Cinematic Demixing Track
arXiv (Cornell University)·2023Open Access
Style-transfer based Speech and Audio-visual Scene understanding for Robot Action Sequence Acquisition from Videos
2023· 4 cited
page 1 of 11Next →

Frequent Co-authors

John R. Hershey(24), Shinji Watanabe(24), Takaaki Hori(12), Nobutaka Ono(7), Hirokazu Kameoka(7), Shigeki Sagayama(7), Hakan Erdoğan(6), Felix Weninger(5), Zhong-Qiu Wang(4), Niko Moritz(4), Zhuo Chen(3), Tomoki Hayashi(3), Masahiro Nakano(3), Chiori Hori(3), Emmanuel Vincent(2), Jon Barker(2), Francesco Nesta(2), Marco Matassoni(2), Björn W. Schuller(2), Zhuo Chen(2)