Jonathan Le Roux

ORCID

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 170

Top Venues

Publications

Teysir Baoueb, Haocheng Liu, Mathieu Fontaine, Jonathan Le Roux, Gaël Richard
SpecDiff-GAN: A Spectrally-Shaped Noise Diffusion GAN for Speech and Music Synthesis. CoRR (2024)
Yoshiki Masuyama, Gordon Wichern, François G. Germain, Zexu Pan, Sameer Khurana, Chiori Hori, Jonathan Le Roux
NIIRF: Neural IIR Filter Field for HRTF Upsampling and Personalization. CoRR (2024)
Chiori Hori, Pu Wang, Mahbub Rahman, Cristian J. Vaca-Rubio, Sameer Khurana, Anoop Cherian, Jonathan Le Roux
WI-FI based Indoor Monitoring Enhanced by Multimodal Fusion. ICASSP (2024)
Shih-Lun Wu, Xuankai Chang, Gordon Wichern, Jee-Weon Jung, François G. Germain, Jonathan Le Roux, Shinji Watanabe
Improving Audio Captioning Models with Fine-Grained Audio Features, Text Embedding Supervision, and LLM Mix-Up Augmentation. ICASSP (2024)
Dimitrios Bralios, Gordon Wichern, François G. Germain, Zexu Pan, Sameer Khurana, Chiori Hori, Jonathan Le Roux
Generation or Replication: Auscultating Audio Latent Diffusion Models. ICASSP (2024)
Haocheng Liu, Teysir Baoueb, Mathieu Fontaine, Jonathan Le Roux, Gaël Richard
GLA-Grad: A Griffin-Lim Extended Waveform Generation Diffusion Model. CoRR (2024)
Louis Bahrman, Mathieu Fontaine, Jonathan Le Roux, Gaël Richard
Speech dereverberation constrained on room impulse response characteristics. CoRR (2024)
Stefan Uhlich, Giorgio Fabbro, Masato Hirano, Shusuke Takahashi, Gordon Wichern, Jonathan Le Roux, Dipam Chakraborty, Sharada Mohanty, Kai Li, Yi Luo, Jianwei Yu, Rongzhi Gu, Roman A. Solovyev, Alexander L. Stempkovskiy, Tatiana Habruseva, Mikhail Sukhovei, Yuki Mitsufuji
The Sound Demixing Challenge 2023 - Cinematic Demixing Track. Trans. Int. Soc. Music. Inf. Retr. 7 (1) (2024)
Janek Ebbers, François G. Germain, Gordon Wichern, Jonathan Le Roux
Sound Event Bounding Boxes. CoRR (2024)
Christoph Böddeker, Aswin Shanmugam Subramanian, Gordon Wichern, Reinhold Haeb-Umbach, Jonathan Le Roux
TS-SEP: Joint Diarization and Separation Conditioned on Estimated Speaker Embeddings. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Jie Yin, Andrew Luo, Yilun Du, Anoop Cherian, Tim K. Marks, Jonathan Le Roux, Chuang Gan
Disentangled Acoustic Fields For Multimodal Physical Scene Understanding. CoRR (2024)
Haocheng Liu, Teysir Baoueb, Mathieu Fontaine, Jonathan Le Roux, Gaël Richard
GLA-GRAD: A Griffin-Lim Extended Waveform Generation Diffusion Model. ICASSP (2024)
Teysir Baoueb, Haocheng Liu, Mathieu Fontaine, Jonathan Le Roux, Gaël Richard
SpecDiff-GAN: A Spectrally-Shaped Noise Diffusion GAN for Speech and Music Synthesis. ICASSP (2024)
Zexu Pan, Gordon Wichern, François G. Germain, Sameer Khurana, Jonathan Le Roux
NeuroHeed+: Improving Neuro-Steered Speaker Extraction with Joint Auditory Attention Detection. ICASSP (2024)
Junghyun Koo, Gordon Wichern, François G. Germain, Sameer Khurana, Jonathan Le Roux
SMITIN: Self-Monitored Inference-Time INtervention for Generative Music Transformers. CoRR (2024)
Yoshiki Masuyama, Gordon Wichern, François G. Germain, Zexu Pan, Sameer Khurana, Chiori Hori, Jonathan Le Roux
NIIRF: Neural IIR Filter Field for HRTF Upsampling and Personalization. ICASSP (2024)
Dimitrios Bralios, Efthymios Tzinis, Gordon Wichern, Paris Smaragdis, Jonathan Le Roux
Latent Iterative Refinement for Modular Source Separation. ICASSP (2023)
Zhong-Qiu Wang, Gordon Wichern, Shinji Watanabe, Jonathan Le Roux
STFT-Domain Neural Speech Enhancement With Very Low Algorithmic Latency. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Darius Petermann, Gordon Wichern, Aswin Shanmugam Subramanian, Zhong-Qiu Wang, Jonathan Le Roux
Tackling the Cocktail Fork Problem for Separation and Transcription of Real-World Soundtracks. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Ricardo Falcón Pérez, Gordon Wichern, François G. Germain, Jonathan Le Roux
Location as Supervision for Weakly Supervised Multi-Channel Source Separation of Machine Sounds. WASPAA (2023)
Ke Chen, Gordon Wichern, François G. Germain, Jonathan Le Roux
Paᗧ-HuBERT: Self-Supervised Music Source Separation Via Primitive Auditory Clustering And Hidden-Unit Bert. ICASSP Workshops (2023)
Chiori Hori, Puyuan Peng, David Harwath, Xinyu Liu, Kei Ota, Siddarth Jain, Radu Corcodel, Devesh K. Jha, Diego Romeres, Jonathan Le Roux
Style-transfer based Speech and Audio-visual Scene Understanding for Robot Action Sequence Acquisition from Videos. CoRR (2023)
François G. Germain, Gordon Wichern, Jonathan Le Roux
Hyperbolic Unsupervised Anomalous Sound Detection. WASPAA (2023)
Darius Petermann, Gordon Wichern, Aswin Shanmugam Subramanian, Jonathan Le Roux
Hyperbolic Audio Source Separation. ICASSP (2023)
Zexu Pan, Gordon Wichern, François G. Germain, Sameer Khurana, Jonathan Le Roux
NeuroHeed+: Improving Neuro-steered Speaker Extraction with Joint Auditory Attention Detection. CoRR (2023)
Dimitrios Bralios, Gordon Wichern, François G. Germain, Zexu Pan, Sameer Khurana, Chiori Hori, Jonathan Le Roux
Generation or Replication: Auscultating Audio Latent Diffusion Models. CoRR (2023)
Zexu Pan, Gordon Wichern, Yoshiki Masuyama, François G. Germain, Sameer Khurana, Chiori Hori, Jonathan Le Roux
Scenario-Aware Audio-Visual TF-GridNet for Target Speech Extraction. CoRR (2023)
Hao Yen, François G. Germain, Gordon Wichern, Jonathan Le Roux
Cold Diffusion for Speech Enhancement. ICASSP (2023)
Christoph Böddeker, Aswin Shanmugam Subramanian, Gordon Wichern, Reinhold Haeb-Umbach, Jonathan Le Roux
TS-SEP: Joint Diarization and Separation Conditioned on Estimated Speaker Embeddings. CoRR (2023)
Stefan Uhlich, Giorgio Fabbro, Masato Hirano, Shusuke Takahashi, Gordon Wichern, Jonathan Le Roux, Dipam Chakraborty, Sharada P. Mohanty, Kai Li, Yi Luo, Jianwei Yu, Rongzhi Gu, Roman A. Solovyev, Alexander L. Stempkovskiy, Tatiana Habruseva, Mikhail Sukhovei, Yuki Mitsufuji
The Sound Demixing Challenge 2023 - Cinematic Demixing Track. CoRR (2023)
Ke Chen, Gordon Wichern, François G. Germain, Jonathan Le Roux
Pac-HuBERT: Self-Supervised Music Source Separation via Primitive Auditory Clustering and Hidden-Unit BERT. CoRR (2023)
Efthymios Tzinis, Gordon Wichern, Paris Smaragdis, Jonathan Le Roux
Optimal Condition Training for Target Source Separation. ICASSP (2023)
Chiori Hori, Puyuan Peng, David Harwath, Xinyu Liu, Kei Ota, Siddarth Jain, Radu Corcodel, Devesh K. Jha, Diego Romeres, Jonathan Le Roux
Style-transfer based Speech and Audio-visual Scene understanding for Robot Action Sequence Acquisition from Videos. INTERSPEECH (2023)
Shih-Lun Wu, Xuankai Chang, Gordon Wichern, Jee-weon Jung, François G. Germain, Jonathan Le Roux, Shinji Watanabe
Improving Audio Captioning Models with Fine-grained Audio Features, Text Embedding Supervision, and LLM Mix-up Augmentation. CoRR (2023)
Zexu Pan, Gordon Wichern, Yoshiki Masuyama, François G. Germain, Sameer Khurana, Chiori Hori, Jonathan Le Roux
Scenario-Aware Audio-Visual TF-Gridnet for Target Speech Extraction. ASRU (2023)
Rohith Aralikatti, Christoph Böddeker, Gordon Wichern, Aswin Shanmugam Subramanian, Jonathan Le Roux
Reverberation as Supervision For Speech Separation. ICASSP (2023)
Anoop Cherian, Chiori Hori, Tim K. Marks, Jonathan Le Roux
(2.5+1)D Spatio-Temporal Scene Graphs for Video Question Answering. CoRR (2022)
Yosuke Higuchi, Niko Moritz, Jonathan Le Roux, Takaaki Hori
Momentum Pseudo-Labeling: Semi-Supervised ASR With Continuously Improving Pseudo-Labels. IEEE J. Sel. Top. Signal Process. 16 (6) (2022)
Dimitrios Bralios, Efthymios Tzinis, Gordon Wichern, Paris Smaragdis, Jonathan Le Roux
Latent Iterative Refinement for Modular Source Separation. CoRR (2022)
Chiori Hori, Takaaki Hori, Jonathan Le Roux
Low-Latency Online Streaming VideoQA Using Audio-Visual Transformers. INTERSPEECH (2022)
Ankit P. Shah, Shijie Geng, Peng Gao, Anoop Cherian, Takaaki Hori, Tim K. Marks, Jonathan Le Roux, Chiori Hori
Audio-Visual Scene-Aware Dialog and Reasoning Using Audio-Visual Transformers with Joint Student-Teacher Learning. ICASSP (2022)
Efthymios Tzinis, Gordon Wichern, Aswin Shanmugam Subramanian, Paris Smaragdis, Jonathan Le Roux
Heterogeneous Target Speech Separation. INTERSPEECH (2022)
Satvik Venkatesh, Gordon Wichern, Aswin Shanmugam Subramanian, Jonathan Le Roux
Improved Domain Generalization via Disentangled Multi-Task Learning in Unsupervised Anomalous Sound Detection. DCASE (2022)
Anoop Cherian, Chiori Hori, Tim K. Marks, Jonathan Le Roux
(2.5+1)D Spatio-Temporal Scene Graphs for Video Question Answering. AAAI (2022)
Niko Moritz, Takaaki Hori, Shinji Watanabe, Jonathan Le Roux
Sequence Transduction with Graph-Based Supervision. ICASSP (2022)
Zhong-Qiu Wang, Gordon Wichern, Shinji Watanabe, Jonathan Le Roux
STFT-Domain Neural Speech Enhancement with Very Low Algorithmic Latency. CoRR (2022)
Xuankai Chang, Niko Moritz, Takaaki Hori, Shinji Watanabe, Jonathan Le Roux
Extended Graph Temporal Classification for Multi-Speaker End-to-End ASR. ICASSP (2022)
Hao Yen, François G. Germain, Gordon Wichern, Jonathan Le Roux
Cold Diffusion for Speech Enhancement. CoRR (2022)
Darius Petermann, Gordon Wichern, Aswin Shanmugam Subramanian, Zhong-Qiu Wang, Jonathan Le Roux
Tackling the Cocktail Fork Problem for Separation and Transcription of Real-World Soundtracks. CoRR (2022)
Olga Slizovskaia, Gordon Wichern, Zhong-Qiu Wang, Jonathan Le Roux
Locate This, Not that: Class-Conditioned Sound Event DOA Estimation. ICASSP (2022)
Efthymios Tzinis, Gordon Wichern, Paris Smaragdis, Jonathan Le Roux
Optimal Condition Training for Target Source Separation. CoRR (2022)
Efthymios Tzinis, Gordon Wichern, Aswin Shanmugam Subramanian, Paris Smaragdis, Jonathan Le Roux
Heterogeneous Target Speech Separation. CoRR (2022)
Yosuke Higuchi, Niko Moritz, Jonathan Le Roux, Takaaki Hori
Advancing Momentum Pseudo-Labeling with Conformer and Initialization Strategy. ICASSP (2022)
Darius Petermann, Gordon Wichern, Zhong-Qiu Wang, Jonathan Le Roux
The Cocktail Fork Problem: Three-Stem Audio Separation for Real-World Soundtracks. ICASSP (2022)
Olga Slizovskaia, Gordon Wichern, Zhong-Qiu Wang, Jonathan Le Roux
Locate This, Not That: Class-Conditioned Sound Event DOA Estimation. CoRR (2022)
Zexu Pan, Gordon Wichern, François G. Germain, Aswin Shanmugam Subramanian, Jonathan Le Roux
Towards End-to-end Speaker Diarization in the Wild. CoRR (2022)
Rohith Aralikatti, Christoph Böddeker, Gordon Wichern, Aswin Shanmugam Subramanian, Jonathan Le Roux
Reverberation as Supervision for Speech Separation. CoRR (2022)
Xuankai Chang, Niko Moritz, Takaaki Hori, Shinji Watanabe, Jonathan Le Roux
Extended Graph Temporal Classification for Multi-Speaker End-to-End ASR. CoRR (2022)
Darius Petermann, Gordon Wichern, Aswin Shanmugam Subramanian, Jonathan Le Roux
Hyperbolic Audio Source Separation. CoRR (2022)
Shijie Geng, Peng Gao, Moitreya Chatterjee, Chiori Hori, Jonathan Le Roux, Yongfeng Zhang, Hongsheng Li, Anoop Cherian
Dynamic Graph Representation Learning for Video Dialog via Multi-Modal Shuffled Transformers. AAAI (2021)
Yun-Ning Hung, Gordon Wichern, Jonathan Le Roux
Transcription Is All You Need: Learning To Separate Musical Mixtures With Score As Supervision. ICASSP (2021)
Ankit P. Shah, Shijie Geng, Peng Gao, Anoop Cherian, Takaaki Hori, Tim K. Marks, Jonathan Le Roux, Chiori Hori
Audio-Visual Scene-Aware Dialog and Reasoning using Audio-Visual Transformers with Joint Student-Teacher Learning. CoRR (2021)
Niko Moritz, Takaaki Hori, Shinji Watanabe, Jonathan Le Roux
Sequence Transduction with Graph-based Supervision. CoRR (2021)
Sameer Khurana, Niko Moritz, Takaaki Hori, Jonathan Le Roux
Unsupervised Domain Adaptation for Speech Recognition via Uncertainty Driven Self-Training. ICASSP (2021)
Niko Moritz, Takaaki Hori, Jonathan Le Roux
Dual Causal/Non-Causal Self-Attention for Streaming End-to-End Speech Recognition. CoRR (2021)
Zhong-Qiu Wang, Gordon Wichern, Jonathan Le Roux
On The Compensation Between Magnitude and Phase in Speech Separation. CoRR (2021)
Takaaki Hori, Niko Moritz, Chiori Hori, Jonathan Le Roux
Advanced Long-context End-to-end Speech Recognition Using Context-expanded Transformers. CoRR (2021)
Zhong-Qiu Wang, Gordon Wichern, Jonathan Le Roux
Convolutive Prediction for Monaural Speech Dereverberation and Noisy-Reverberant Speaker Separation. CoRR (2021)
Niko Moritz, Takaaki Hori, Jonathan Le Roux
Capturing Multi-Resolution Context by Dilated Self-Attention. CoRR (2021)
Zhong-Qiu Wang, Gordon Wichern, Jonathan Le Roux
Convolutive Prediction for Monaural Speech Dereverberation and Noisy-Reverberant Speaker Separation. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Zhong-Qiu Wang, Gordon Wichern, Jonathan Le Roux
Convolutive Prediction for Reverberant Speech Separation. WASPAA (2021)
Zhong-Qiu Wang, Gordon Wichern, Jonathan Le Roux
Convolutive Prediction for Reverberant Speech Separation. CoRR (2021)
Niko Moritz, Takaaki Hori, Jonathan Le Roux
Semi-Supervised Speech Recognition Via Graph-Based Temporal Classification. ICASSP (2021)
Zhong-Qiu Wang, Gordon Wichern, Jonathan Le Roux
On the Compensation Between Magnitude and Phase in Speech Separation. IEEE Signal Process. Lett. 28 (2021)
Yosuke Higuchi, Niko Moritz, Jonathan Le Roux, Takaaki Hori
Advancing Momentum Pseudo-Labeling with Conformer and Initialization Strategy. CoRR (2021)
Chiori Hori, Takaaki Hori, Jonathan Le Roux
Optimizing Latency for Online Video CaptioningUsing Audio-Visual Transformers. CoRR (2021)
Moitreya Chatterjee, Jonathan Le Roux, Narendra Ahuja, Anoop Cherian
Visual Scene Graphs for Audio Source Separation. ICCV (2021)
Darius Petermann, Gordon Wichern, Zhong-Qiu Wang, Jonathan Le Roux
The Cocktail Fork Problem: Three-Stem Audio Separation for Real-World Soundtracks. CoRR (2021)
Niko Moritz, Takaaki Hori, Jonathan Le Roux
Dual Causal/Non-Causal Self-Attention for Streaming End-to-End Speech Recognition. Interspeech (2021)
Takaaki Hori, Niko Moritz, Chiori Hori, Jonathan Le Roux
Advanced Long-Context End-to-End Speech Recognition Using Context-Expanded Transformers. Interspeech (2021)
Zhong-Qiu Wang, Gordon Wichern, Jonathan Le Roux
Leveraging Low-Distortion Target Estimates for Improved Speech Enhancement. CoRR (2021)
Gordon Wichern, Ankush Chakrabarty, Zhong-Qiu Wang, Jonathan Le Roux
Anomalous Sound Detection Using Attentive Neural Processes. WASPAA (2021)
Yosuke Higuchi, Niko Moritz, Jonathan Le Roux, Takaaki Hori
Momentum Pseudo-Labeling for Semi-Supervised Speech Recognition. Interspeech (2021)
Yosuke Higuchi, Niko Moritz, Jonathan Le Roux, Takaaki Hori
Momentum Pseudo-Labeling for Semi-Supervised Speech Recognition. CoRR (2021)
Niko Moritz, Takaaki Hori, Jonathan Le Roux
Capturing Multi-Resolution Context by Dilated Self-Attention. ICASSP (2021)
Chiori Hori, Takaaki Hori, Jonathan Le Roux
Optimizing Latency for Online Video Captioning Using Audio-Visual Transformers. Interspeech (2021)
Moitreya Chatterjee, Jonathan Le Roux, Narendra Ahuja, Anoop Cherian
Visual Scene Graphs for Audio Source Separation. CoRR (2021)
Shijie Geng, Peng Gao, Chiori Hori, Jonathan Le Roux, Anoop Cherian
Spatio-Temporal Scene Graphs for Video Dialog. CoRR (2020)
Leda Sari, Niko Moritz, Takaaki Hori, Jonathan Le Roux
Unsupervised Speaker Adaptation Using Attention-Based Speaker Memory for End-to-End ASR. ICASSP (2020)
Prem Seetharaman, Gordon Wichern, Bryan Pardo, Jonathan Le Roux
AutoClip: Adaptive Gradient Clipping for Source Separation Networks. CoRR (2020)
Niko Moritz, Takaaki Hori, Jonathan Le Roux
Streaming Automatic Speech Recognition with the Transformer Model. ICASSP (2020)
Leda Sari, Niko Moritz, Takaaki Hori, Jonathan Le Roux
Unsupervised Speaker Adaptation using Attention-based Speaker Memory for End-to-End ASR. CoRR (2020)
Niko Moritz, Takaaki Hori, Jonathan Le Roux
Streaming automatic speech recognition with the transformer model. CoRR (2020)
Sameer Khurana, Niko Moritz, Takaaki Hori, Jonathan Le Roux
Unsupervised Domain Adaptation for Speech Recognition via Uncertainty Driven Self-Training. CoRR (2020)
Xuankai Chang, Wangyou Zhang, Yanmin Qian, Jonathan Le Roux, Shinji Watanabe
End-To-End Multi-Speaker Speech Recognition With Transformer. ICASSP (2020)
Niko Moritz, Takaaki Hori, Jonathan Le Roux
Semi-Supervised Speech Recognition via Graph-based Temporal Classification. CoRR (2020)
Peng Gao, Chiori Hori, Shijie Geng, Takaaki Hori, Jonathan Le Roux
Multi-Pass Transformer for Machine Translation. CoRR (2020)
Takaaki Hori, Niko Moritz, Chiori Hori, Jonathan Le Roux
Transformer-Based Long-Context End-to-End Speech Recognition. INTERSPEECH (2020)
Tejas Jayashankar, Jonathan Le Roux, Pierre Moulin
Detecting Audio Attacks on ASR Systems with Dropout Uncertainty. CoRR (2020)
Matthew Maciejewski, Gordon Wichern, Emmett McQuinn, Jonathan Le Roux
WHAMR!: Noisy and Reverberant Single-Channel Speech Separation. ICASSP (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Jonathan Le Roux