Jonathan Le Roux

254 papers A* 5A 32B 1C 7Misc 62Journal 105Unranked 38

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Mind the Gap: Detecting Cluster Exits for Robust Local Density-Based Score Normalization in Anomalous Sound Detection. CoRR Kevin Wilkinghoff, Gordon Wichern, Jonathan Le Roux, Zheng-Hua Tan
2026	J	`jnl`	Velocity Potential Neural Field for Efficient Ambisonics Impulse Response Modeling. CoRR Yoshiki Masuyama, François G. Germain, Gordon Wichern, Chiori Hori, Jonathan Le Roux
2025	J	`jnl`	Data Augmentation Using Neural Acoustic Fields With Retrieval-Augmented Pre-training. CoRR Christopher Ick, Gordon Wichern, Yoshiki Masuyama, François G. Germain, Jonathan Le Roux
2025	A	`conf`	Direction-Aware Neural Acoustic Fields for Few-Shot Interpolation of Ambisonic Impulse Responses. INTERSPEECH Christopher Ick, Gordon Wichern, Yoshiki Masuyama, François G. Germain, Jonathan Le Roux
2025	J	`jnl`	Direction-Aware Neural Acoustic Fields for Few-Shot Interpolation of Ambisonic Impulse Responses. CoRR Christopher Ick, Gordon Wichern, Yoshiki Masuyama, François G. Germain, Jonathan Le Roux
2025	A	`conf`	Factorized RVQ-GAN For Disentangled Speech Tokenization. INTERSPEECH Sameer Khurana, Dominik Klement, Antoine Laurent, Dominik Bobos, Juraj Novosad, Peter Gazdik, Ellen Zhang, Zili Huang, Amir Hussein, Ricard Marxer, Yoshiki Masuyama, Ryo Aihara, Chiori Hori, François G. Germain, Gordon Wichern, Jonathan Le Roux
2025	J	`jnl`	Factorized RVQ-GAN For Disentangled Speech Tokenization. CoRR Sameer Khurana, Dominik Klement, Antoine Laurent, Dominik Bobos, Juraj Novosad, Peter Gazdik, Ellen Zhang, Zili Huang, Amir Hussein, Ricard Marxer, Yoshiki Masuyama, Ryo Aihara, Chiori Hori, François G. Germain, Gordon Wichern, Jonathan Le Roux
2025	—	`conf`	FasTUSS: Faster Task-Aware Unified Source Separation. WASPAA Francesco Paissan, Gordon Wichern, Yoshiki Masuyama, Ryo Aihara, François G. Germain, Kohei Saijo, Jonathan Le Roux
2025	J	`jnl`	FasTUSS: Faster Task-Aware Unified Source Separation. CoRR Francesco Paissan, Gordon Wichern, Yoshiki Masuyama, Ryo Aihara, François G. Germain, Kohei Saijo, Jonathan Le Roux
2025	J	`jnl`	FlexIO: Flexible Single- and Multi-Channel Speech Separation and Enhancement. CoRR Yoshiki Masuyama, Kohei Saijo, Francesco Paissan, Jiangyu Han, Marc Delcroix, Ryo Aihara, François G. Germain, Gordon Wichern, Jonathan Le Roux
2025	A	`conf`	HASRD: Hierarchical Acoustic and Semantic Representation Disentanglement. INTERSPEECH Amir Hussein, Sameer Khurana, Gordon Wichern, François G. Germain, Jonathan Le Roux
2025	J	`jnl`	HASRD: Hierarchical Acoustic and Semantic Representation Disentanglement. CoRR Amir Hussein, Sameer Khurana, Gordon Wichern, François G. Germain, Jonathan Le Roux
2025	J	`jnl`	Handling Domain Shifts for Anomalous Sound Detection: A Review of DCASE-Related Work. CoRR Kevin Wilkinghoff, Takuya Fujimura, Keisuke Imoto, Jonathan Le Roux, Zheng-Hua Tan, Tomoki Toda
2025	Misc	`conf`	Interactive Robot Action Replanning using Multimodal LLM Trained from Human Demonstration Videos. ICASSP Chiori Hori, Motonari Kambara, Komei Sugiura, Kei Ota, Sameer Khurana, Siddarth Jain, Radu Corcodel, Devesh K. Jha, Diego Romeres, Jonathan Le Roux
2025	A	`conf`	Investigating continuous autoregressive generative speech enhancement. INTERSPEECH Haici Yang, Gordon Wichern, Ryo Aihara, Yoshiki Masuyama, Sameer Khurana, François G. Germain, Jonathan Le Roux
2025	Misc	`conf`	Keeping the Balance: Anomaly Score Calculation for Domain Generalization. ICASSP Kevin Wilkinghoff, Haici Yang, Janek Ebbers, François G. Germain, Gordon Wichern, Jonathan Le Roux
2025	Misc	`conf`	Leveraging Audio-Only Data for Text-Queried Target Sound Extraction. ICASSP Kohei Saijo, Janek Ebbers, François G. Germain, Sameer Khurana, Gordon Wichern, Jonathan Le Roux
2025	J	`jnl`	Local Density-Based Anomaly Score Normalization for Domain Generalization. CoRR Kevin Wilkinghoff, Haici Yang, Janek Ebbers, François G. Germain, Gordon Wichern, Jonathan Le Roux
2025	Misc	`conf`	No Class Left Behind: A Closer Look at Class Balancing for Audio Tagging. ICASSP Janek Ebbers, François G. Germain, Kevin Wilkinghoff, Gordon Wichern, Jonathan Le Roux
2025	Misc	`conf`	O-EENC-SD: Efficient Online End-to-End Neural Clustering for Speaker Diarization. ICASSP Elio Gruttadauria, Mathieu Fontaine, Jonathan Le Roux, Slim Essid
2025	J	`jnl`	O-EENC-SD: Efficient Online End-to-End Neural Clustering for Speaker Diarization. CoRR Elio Gruttadauria, Mathieu Fontaine, Jonathan Le Roux, Slim Essid
2025	—	`conf`	Physics-Informed Direction-Aware Neural Acoustic Fields. WASPAA Yoshiki Masuyama, François G. Germain, Gordon Wichern, Christopher Ick, Jonathan Le Roux
2025	J	`jnl`	Physics-Informed Direction-Aware Neural Acoustic Fields. CoRR Yoshiki Masuyama, François G. Germain, Gordon Wichern, Christopher Ick, Jonathan Le Roux
2025	Misc	`conf`	Retrieval-Augmented Neural Field for HRTF Upsampling and Personalization. ICASSP Yoshiki Masuyama, Gordon Wichern, François G. Germain, Christopher Ick, Jonathan Le Roux
2025	J	`jnl`	Retrieval-Augmented Neural Field for HRTF Upsampling and Personalization. CoRR Yoshiki Masuyama, Gordon Wichern, François G. Germain, Christopher Ick, Jonathan Le Roux
2025	C	`conf`	Robot Confirmation Generation and Action Planning Using Long-context Q-Former Integrated with Multimodal LLM. ASRU Chiori Hori, Yoshiki Masuyama, Siddarth Jain, Radu Corcodel, Devesh K. Jha, Diego Romeres, Jonathan Le Roux
2025	J	`jnl`	Robot Confirmation Generation and Action Planning Using Long-context Q-Former Integrated with Multimodal LLM. CoRR Chiori Hori, Yoshiki Masuyama, Siddarth Jain, Radu Corcodel, Devesh K. Jha, Diego Romeres, Jonathan Le Roux
2025	Misc	`conf`	Task-Aware Unified Source Separation. ICASSP Kohei Saijo, Janek Ebbers, François G. Germain, Gordon Wichern, Jonathan Le Roux
2024	A	`conf`	Disentangled Acoustic Fields For Multimodal Physical Scene Understanding. IROS Jie Yin, Andrew Luo, Yilun Du, Anoop Cherian, Tim K. Marks, Jonathan Le Roux, Chuang Gan
2024	J	`jnl`	Disentangled Acoustic Fields For Multimodal Physical Scene Understanding. CoRR Jie Yin, Andrew Luo, Yilun Du, Anoop Cherian, Tim K. Marks, Jonathan Le Roux, Chuang Gan
2024	A	`conf`	Enhanced Reverberation as Supervision for Unsupervised Speech Separation. INTERSPEECH Kohei Saijo, Gordon Wichern, François G. Germain, Zexu Pan, Jonathan Le Roux
2024	J	`jnl`	Enhanced Reverberation as Supervision for Unsupervised Speech Separation. CoRR Kohei Saijo, Gordon Wichern, François G. Germain, Zexu Pan, Jonathan Le Roux
2024	Misc	`conf`	GLA-GRAD: A Griffin-Lim Extended Waveform Generation Diffusion Model. ICASSP Haocheng Liu, Teysir Baoueb, Mathieu Fontaine, Jonathan Le Roux, Gaël Richard
2024	J	`jnl`	GLA-Grad: A Griffin-Lim Extended Waveform Generation Diffusion Model. CoRR Haocheng Liu, Teysir Baoueb, Mathieu Fontaine, Jonathan Le Roux, Gaël Richard
2024	Misc	`conf`	Generation or Replication: Auscultating Audio Latent Diffusion Models. ICASSP Dimitrios Bralios, Gordon Wichern, François G. Germain, Zexu Pan, Sameer Khurana, Chiori Hori, Jonathan Le Roux
2024	Misc	`conf`	Improving Audio Captioning Models with Fine-Grained Audio Features, Text Embedding Supervision, and LLM Mix-Up Augmentation. ICASSP Shih-Lun Wu, Xuankai Chang, Gordon Wichern, Jee-weon Jung, François G. Germain, Jonathan Le Roux, Shinji Watanabe
2024	—	`conf`	Late Audio-Visual Fusion for in-the-Wild Speaker Diarization. ICASSP Workshops Zexu Pan, Gordon Wichern, François G. Germain, Aswin Shanmugam Subramanian, Jonathan Le Roux
2024	J	`jnl`	Leveraging Audio-Only Data for Text-Queried Target Sound Extraction. CoRR Kohei Saijo, Janek Ebbers, François G. Germain, Sameer Khurana, Gordon Wichern, Jonathan Le Roux
2024	Misc	`conf`	NIIRF: Neural IIR Filter Field for HRTF Upsampling and Personalization. ICASSP Yoshiki Masuyama, Gordon Wichern, François G. Germain, Zexu Pan, Sameer Khurana, Chiori Hori, Jonathan Le Roux
2024	J	`jnl`	NIIRF: Neural IIR Filter Field for HRTF Upsampling and Personalization. CoRR Yoshiki Masuyama, Gordon Wichern, François G. Germain, Zexu Pan, Sameer Khurana, Chiori Hori, Jonathan Le Roux
2024	Misc	`conf`	NeuroHeed+: Improving Neuro-Steered Speaker Extraction with Joint Auditory Attention Detection. ICASSP Zexu Pan, Gordon Wichern, François G. Germain, Sameer Khurana, Jonathan Le Roux
2024	A	`conf`	PARIS: Pseudo-AutoRegressIve Siamese Training for Online Speech Separation. INTERSPEECH Zexu Pan, Gordon Wichern, François G. Germain, Kohei Saijo, Jonathan Le Roux
2024	A*	`conf`	RILA: Reflective and Imaginative Language Agent for Zero-Shot Semantic Audio-Visual Navigation. CVPR Zeyuan Yang, Jiageng Lin, Peihao Chen, Anoop Cherian, Tim K. Marks, Jonathan Le Roux, Chuang Gan
2024	J	`jnl`	SMITIN: Self-Monitored Inference-Time INtervention for Generative Music Transformers. CoRR Junghyun Koo, Gordon Wichern, François G. Germain, Sameer Khurana, Jonathan Le Roux
2024	A	`conf`	Sound Event Bounding Boxes. INTERSPEECH Janek Ebbers, François G. Germain, Gordon Wichern, Jonathan Le Roux
2024	J	`jnl`	Sound Event Bounding Boxes. CoRR Janek Ebbers, François G. Germain, Gordon Wichern, Jonathan Le Roux
2024	Misc	`conf`	SpecDiff-GAN: A Spectrally-Shaped Noise Diffusion GAN for Speech and Music Synthesis. ICASSP Teysir Baoueb, Haocheng Liu, Mathieu Fontaine, Jonathan Le Roux, Gaël Richard
2024	J	`jnl`	SpecDiff-GAN: A Spectrally-Shaped Noise Diffusion GAN for Speech and Music Synthesis. CoRR Teysir Baoueb, Haocheng Liu, Mathieu Fontaine, Jonathan Le Roux, Gaël Richard
2024	A	`conf`	Speech dereverberation constrained on room impulse response characteristics. INTERSPEECH Louis Bahrman, Mathieu Fontaine, Jonathan Le Roux, Gaël Richard
2024	J	`jnl`	Speech dereverberation constrained on room impulse response characteristics. CoRR Louis Bahrman, Mathieu Fontaine, Jonathan Le Roux, Gaël Richard
2024	—	`conf`	TF-Locoformer: Transformer with Local Modeling by Convolution for Speech Separation and Enhancement. IWAENC Kohei Saijo, Gordon Wichern, François G. Germain, Zexu Pan, Jonathan Le Roux
2024	J	`jnl`	TF-Locoformer: Transformer with Local Modeling by Convolution for Speech Separation and Enhancement. CoRR Kohei Saijo, Gordon Wichern, François G. Germain, Zexu Pan, Jonathan Le Roux
2024	J	`jnl`	TS-SEP: Joint Diarization and Separation Conditioned on Estimated Speaker Embeddings. IEEE ACM Trans. Audio Speech Lang. Process. Christoph Böddeker, Aswin Shanmugam Subramanian, Gordon Wichern, Reinhold Haeb-Umbach, Jonathan Le Roux
2024	J	`jnl`	Task-Aware Unified Source Separation. CoRR Kohei Saijo, Janek Ebbers, François G. Germain, Gordon Wichern, Jonathan Le Roux
2024	J	`jnl`	The Sound Demixing Challenge 2023 - Cinematic Demixing Track. Trans. Int. Soc. Music. Inf. Retr. 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
2024	Misc	`conf`	WI-FI based Indoor Monitoring Enhanced by Multimodal Fusion. ICASSP Chiori Hori, Pu Wang, Mahbub Rahman, Cristian J. Vaca-Rubio, Sameer Khurana, Anoop Cherian, Jonathan Le Roux
2024	—	`conf`	Why Does Music Source Separation Benefit from Cacophony? ICASSP Workshops Chang-Bin Jeon, Gordon Wichern, François G. Germain, Jonathan Le Roux
2024	A	`conf`	ZeroST: Zero-Shot Speech Translation. INTERSPEECH Sameer Khurana, Chiori Hori, Antoine Laurent, Gordon Wichern, Jonathan Le Roux
2023	Misc	`conf`	Cold Diffusion for Speech Enhancement. ICASSP Hao Yen, François G. Germain, Gordon Wichern, Jonathan Le Roux
2023	J	`jnl`	Generation or Replication: Auscultating Audio Latent Diffusion Models. CoRR Dimitrios Bralios, Gordon Wichern, François G. Germain, Zexu Pan, Sameer Khurana, Chiori Hori, Jonathan Le Roux
2023	Misc	`conf`	Hyperbolic Audio Source Separation. ICASSP Darius Petermann, Gordon Wichern, Aswin Shanmugam Subramanian, Jonathan Le Roux
2023	—	`conf`	Hyperbolic Unsupervised Anomalous Sound Detection. WASPAA François G. Germain, Gordon Wichern, Jonathan Le Roux
2023	J	`jnl`	Improving Audio Captioning Models with Fine-grained Audio Features, Text Embedding Supervision, and LLM Mix-up Augmentation. CoRR Shih-Lun Wu, Xuankai Chang, Gordon Wichern, Jee-weon Jung, François G. Germain, Jonathan Le Roux, Shinji Watanabe
2023	Misc	`conf`	Latent Iterative Refinement for Modular Source Separation. ICASSP Dimitrios Bralios, Efthymios Tzinis, Gordon Wichern, Paris Smaragdis, Jonathan Le Roux
2023	—	`conf`	Location as Supervision for Weakly Supervised Multi-Channel Source Separation of Machine Sounds. WASPAA Ricardo Falcón Pérez, Gordon Wichern, François G. Germain, Jonathan Le Roux
2023	J	`jnl`	NeuroHeed+: Improving Neuro-steered Speaker Extraction with Joint Auditory Attention Detection. CoRR Zexu Pan, Gordon Wichern, François G. Germain, Sameer Khurana, Jonathan Le Roux
2023	Misc	`conf`	Optimal Condition Training for Target Source Separation. ICASSP Efthymios Tzinis, Gordon Wichern, Paris Smaragdis, Jonathan Le Roux
2023	J	`jnl`	Pac-HuBERT: Self-Supervised Music Source Separation via Primitive Auditory Clustering and Hidden-Unit BERT. CoRR Ke Chen, Gordon Wichern, François G. Germain, Jonathan Le Roux
2023	—	`conf`	Paᗧ-HuBERT: Self-Supervised Music Source Separation Via Primitive Auditory Clustering And Hidden-Unit Bert. ICASSP Workshops Ke Chen, Gordon Wichern, François G. Germain, Jonathan Le Roux
2023	Misc	`conf`	Reverberation as Supervision For Speech Separation. ICASSP Rohith Aralikatti, Christoph Böddeker, Gordon Wichern, Aswin Shanmugam Subramanian, Jonathan Le Roux
2023	J	`jnl`	STFT-Domain Neural Speech Enhancement With Very Low Algorithmic Latency. IEEE ACM Trans. Audio Speech Lang. Process. Zhong-Qiu Wang, Gordon Wichern, Shinji Watanabe, Jonathan Le Roux
2023	J	`jnl`	Scenario-Aware Audio-Visual TF-GridNet for Target Speech Extraction. CoRR Zexu Pan, Gordon Wichern, Yoshiki Masuyama, François G. Germain, Sameer Khurana, Chiori Hori, Jonathan Le Roux
2023	C	`conf`	Scenario-Aware Audio-Visual TF-Gridnet for Target Speech Extraction. ASRU Zexu Pan, Gordon Wichern, Yoshiki Masuyama, François G. Germain, Sameer Khurana, Chiori Hori, Jonathan Le Roux
2023	J	`jnl`	Style-transfer based Speech and Audio-visual Scene Understanding for Robot Action Sequence Acquisition from Videos. CoRR Chiori Hori, Puyuan Peng, David Harwath, Xinyu Liu, Kei Ota, Siddarth Jain, Radu Corcodel, Devesh K. Jha, Diego Romeres, Jonathan Le Roux
2023	A	`conf`	Style-transfer based Speech and Audio-visual Scene understanding for Robot Action Sequence Acquisition from Videos. INTERSPEECH Chiori Hori, Puyuan Peng, David Harwath, Xinyu Liu, Kei Ota, Siddarth Jain, Radu Corcodel, Devesh K. Jha, Diego Romeres, Jonathan Le Roux
2023	J	`jnl`	TS-SEP: Joint Diarization and Separation Conditioned on Estimated Speaker Embeddings. CoRR Christoph Böddeker, Aswin Shanmugam Subramanian, Gordon Wichern, Reinhold Haeb-Umbach, Jonathan Le Roux
2023	J	`jnl`	Tackling the Cocktail Fork Problem for Separation and Transcription of Real-World Soundtracks. IEEE ACM Trans. Audio Speech Lang. Process. Darius Petermann, Gordon Wichern, Aswin Shanmugam Subramanian, Zhong-Qiu Wang, Jonathan Le Roux
2023	J	`jnl`	The Sound Demixing Challenge 2023 - Cinematic Demixing Track. CoRR 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
2022	A*	`conf`	(2.5+1)D Spatio-Temporal Scene Graphs for Video Question Answering. AAAI Anoop Cherian, Chiori Hori, Tim K. Marks, Jonathan Le Roux
2022	J	`jnl`	(2.5+1)D Spatio-Temporal Scene Graphs for Video Question Answering. CoRR Anoop Cherian, Chiori Hori, Tim K. Marks, Jonathan Le Roux
2022	Misc	`conf`	Advancing Momentum Pseudo-Labeling with Conformer and Initialization Strategy. ICASSP Yosuke Higuchi, Niko Moritz, Jonathan Le Roux, Takaaki Hori
2022	Misc	`conf`	Audio-Visual Scene-Aware Dialog and Reasoning Using Audio-Visual Transformers with Joint Student-Teacher Learning. ICASSP Ankit P. Shah, Shijie Geng, Peng Gao, Anoop Cherian, Takaaki Hori, Tim K. Marks, Jonathan Le Roux, Chiori Hori
2022	J	`jnl`	Cold Diffusion for Speech Enhancement. CoRR Hao Yen, François G. Germain, Gordon Wichern, Jonathan Le Roux
2022	Misc	`conf`	Extended Graph Temporal Classification for Multi-Speaker End-to-End ASR. ICASSP Xuankai Chang, Niko Moritz, Takaaki Hori, Shinji Watanabe, Jonathan Le Roux
2022	J	`jnl`	Extended Graph Temporal Classification for Multi-Speaker End-to-End ASR. CoRR Xuankai Chang, Niko Moritz, Takaaki Hori, Shinji Watanabe, Jonathan Le Roux
2022	A	`conf`	Heterogeneous Target Speech Separation. INTERSPEECH Efthymios Tzinis, Gordon Wichern, Aswin Shanmugam Subramanian, Paris Smaragdis, Jonathan Le Roux
2022	J	`jnl`	Heterogeneous Target Speech Separation. CoRR Efthymios Tzinis, Gordon Wichern, Aswin Shanmugam Subramanian, Paris Smaragdis, Jonathan Le Roux
2022	J	`jnl`	Hyperbolic Audio Source Separation. CoRR Darius Petermann, Gordon Wichern, Aswin Shanmugam Subramanian, Jonathan Le Roux
2022	—	`conf`	Improved Domain Generalization via Disentangled Multi-Task Learning in Unsupervised Anomalous Sound Detection. DCASE Satvik Venkatesh, Gordon Wichern, Aswin Shanmugam Subramanian, Jonathan Le Roux
2022	J	`jnl`	Latent Iterative Refinement for Modular Source Separation. CoRR Dimitrios Bralios, Efthymios Tzinis, Gordon Wichern, Paris Smaragdis, Jonathan Le Roux
2022	J	`jnl`	Locate This, Not That: Class-Conditioned Sound Event DOA Estimation. CoRR Olga Slizovskaia, Gordon Wichern, Zhong-Qiu Wang, Jonathan Le Roux
2022	Misc	`conf`	Locate This, Not that: Class-Conditioned Sound Event DOA Estimation. ICASSP Olga Slizovskaia, Gordon Wichern, Zhong-Qiu Wang, Jonathan Le Roux
2022	A	`conf`	Low-Latency Online Streaming VideoQA Using Audio-Visual Transformers. INTERSPEECH Chiori Hori, Takaaki Hori, Jonathan Le Roux
2022	J	`jnl`	Momentum Pseudo-Labeling: Semi-Supervised ASR With Continuously Improving Pseudo-Labels. IEEE J. Sel. Top. Signal Process. Yosuke Higuchi, Niko Moritz, Jonathan Le Roux, Takaaki Hori
2022	J	`jnl`	Optimal Condition Training for Target Source Separation. CoRR Efthymios Tzinis, Gordon Wichern, Paris Smaragdis, Jonathan Le Roux
2022	J	`jnl`	Reverberation as Supervision for Speech Separation. CoRR Rohith Aralikatti, Christoph Böddeker, Gordon Wichern, Aswin Shanmugam Subramanian, Jonathan Le Roux
2022	J	`jnl`	STFT-Domain Neural Speech Enhancement with Very Low Algorithmic Latency. CoRR Zhong-Qiu Wang, Gordon Wichern, Shinji Watanabe, Jonathan Le Roux
2022	Misc	`conf`	Sequence Transduction with Graph-Based Supervision. ICASSP Niko Moritz, Takaaki Hori, Shinji Watanabe, Jonathan Le Roux
2022	J	`jnl`	Tackling the Cocktail Fork Problem for Separation and Transcription of Real-World Soundtracks. CoRR Darius Petermann, Gordon Wichern, Aswin Shanmugam Subramanian, Zhong-Qiu Wang, Jonathan Le Roux
2022	Misc	`conf`	The Cocktail Fork Problem: Three-Stem Audio Separation for Real-World Soundtracks. ICASSP Darius Petermann, Gordon Wichern, Zhong-Qiu Wang, Jonathan Le Roux
2022	J	`jnl`	Towards End-to-end Speaker Diarization in the Wild. CoRR Zexu Pan, Gordon Wichern, François G. Germain, Aswin Shanmugam Subramanian, Jonathan Le Roux
2021	A	`conf`	Advanced Long-Context End-to-End Speech Recognition Using Context-Expanded Transformers. Interspeech Takaaki Hori, Niko Moritz, Chiori Hori, Jonathan Le Roux
2021	J	`jnl`	Advanced Long-context End-to-end Speech Recognition Using Context-expanded Transformers. CoRR Takaaki Hori, Niko Moritz, Chiori Hori, Jonathan Le Roux
2021	J	`jnl`	Advancing Momentum Pseudo-Labeling with Conformer and Initialization Strategy. CoRR Yosuke Higuchi, Niko Moritz, Jonathan Le Roux, Takaaki Hori
2021	—	`conf`	Anomalous Sound Detection Using Attentive Neural Processes. WASPAA Gordon Wichern, Ankush Chakrabarty, Zhong-Qiu Wang, Jonathan Le Roux
2021	J	`jnl`	Audio-Visual Scene-Aware Dialog and Reasoning using Audio-Visual Transformers with Joint Student-Teacher Learning. CoRR Ankit P. Shah, Shijie Geng, Peng Gao, Anoop Cherian, Takaaki Hori, Tim K. Marks, Jonathan Le Roux, Chiori Hori
2021	Misc	`conf`	Capturing Multi-Resolution Context by Dilated Self-Attention. ICASSP Niko Moritz, Takaaki Hori, Jonathan Le Roux
2021	J	`jnl`	Capturing Multi-Resolution Context by Dilated Self-Attention. CoRR Niko Moritz, Takaaki Hori, Jonathan Le Roux
2021	J	`jnl`	Convolutive Prediction for Monaural Speech Dereverberation and Noisy-Reverberant Speaker Separation. CoRR Zhong-Qiu Wang, Gordon Wichern, Jonathan Le Roux
2021	J	`jnl`	Convolutive Prediction for Monaural Speech Dereverberation and Noisy-Reverberant Speaker Separation. IEEE ACM Trans. Audio Speech Lang. Process. Zhong-Qiu Wang, Gordon Wichern, Jonathan Le Roux
2021	—	`conf`	Convolutive Prediction for Reverberant Speech Separation. WASPAA Zhong-Qiu Wang, Gordon Wichern, Jonathan Le Roux
2021	J	`jnl`	Convolutive Prediction for Reverberant Speech Separation. CoRR Zhong-Qiu Wang, Gordon Wichern, Jonathan Le Roux
2021	A	`conf`	Dual Causal/Non-Causal Self-Attention for Streaming End-to-End Speech Recognition. Interspeech Niko Moritz, Takaaki Hori, Jonathan Le Roux
2021	J	`jnl`	Dual Causal/Non-Causal Self-Attention for Streaming End-to-End Speech Recognition. CoRR Niko Moritz, Takaaki Hori, Jonathan Le Roux
2021	A*	`conf`	Dynamic Graph Representation Learning for Video Dialog via Multi-Modal Shuffled Transformers. AAAI Shijie Geng, Peng Gao, Moitreya Chatterjee, Chiori Hori, Jonathan Le Roux, Yongfeng Zhang, Hongsheng Li, Anoop Cherian
2021	J	`jnl`	Leveraging Low-Distortion Target Estimates for Improved Speech Enhancement. CoRR Zhong-Qiu Wang, Gordon Wichern, Jonathan Le Roux
2021	A	`conf`	Momentum Pseudo-Labeling for Semi-Supervised Speech Recognition. Interspeech Yosuke Higuchi, Niko Moritz, Jonathan Le Roux, Takaaki Hori
2021	J	`jnl`	Momentum Pseudo-Labeling for Semi-Supervised Speech Recognition. CoRR Yosuke Higuchi, Niko Moritz, Jonathan Le Roux, Takaaki Hori
2021	J	`jnl`	On The Compensation Between Magnitude and Phase in Speech Separation. CoRR Zhong-Qiu Wang, Gordon Wichern, Jonathan Le Roux
2021	J	`jnl`	On the Compensation Between Magnitude and Phase in Speech Separation. IEEE Signal Process. Lett. Zhong-Qiu Wang, Gordon Wichern, Jonathan Le Roux
2021	A	`conf`	Optimizing Latency for Online Video Captioning Using Audio-Visual Transformers. Interspeech Chiori Hori, Takaaki Hori, Jonathan Le Roux
2021	J	`jnl`	Optimizing Latency for Online Video CaptioningUsing Audio-Visual Transformers. CoRR Chiori Hori, Takaaki Hori, Jonathan Le Roux
2021	Misc	`conf`	Semi-Supervised Speech Recognition Via Graph-Based Temporal Classification. ICASSP Niko Moritz, Takaaki Hori, Jonathan Le Roux
2021	J	`jnl`	Sequence Transduction with Graph-based Supervision. CoRR Niko Moritz, Takaaki Hori, Shinji Watanabe, Jonathan Le Roux
2021	J	`jnl`	The Cocktail Fork Problem: Three-Stem Audio Separation for Real-World Soundtracks. CoRR Darius Petermann, Gordon Wichern, Zhong-Qiu Wang, Jonathan Le Roux
2021	Misc	`conf`	Transcription Is All You Need: Learning To Separate Musical Mixtures With Score As Supervision. ICASSP Yun-Ning Hung, Gordon Wichern, Jonathan Le Roux
2021	Misc	`conf`	Unsupervised Domain Adaptation for Speech Recognition via Uncertainty Driven Self-Training. ICASSP Sameer Khurana, Niko Moritz, Takaaki Hori, Jonathan Le Roux
2021	A*	`conf`	Visual Scene Graphs for Audio Source Separation. ICCV Moitreya Chatterjee, Jonathan Le Roux, Narendra Ahuja, Anoop Cherian
2021	J	`jnl`	Visual Scene Graphs for Audio Source Separation. CoRR Moitreya Chatterjee, Jonathan Le Roux, Narendra Ahuja, Anoop Cherian
2020	A	`conf`	All-in-One Transformer: Unifying Speech Recognition, Audio Tagging, and Event Detection. INTERSPEECH Niko Moritz, Gordon Wichern, Takaaki Hori, Jonathan Le Roux
2020	J	`jnl`	AutoClip: Adaptive Gradient Clipping for Source Separation Networks. CoRR Prem Seetharaman, Gordon Wichern, Bryan Pardo, Jonathan Le Roux
2020	—	`conf`	Autoclip: Adaptive Gradient Clipping for Source Separation Networks. MLSP Prem Seetharaman, Gordon Wichern, Bryan Pardo, Jonathan Le Roux
2020	A	`conf`	Detecting Audio Attacks on ASR Systems with Dropout Uncertainty. INTERSPEECH Tejas Jayashankar, Jonathan Le Roux, Pierre Moulin
2020	J	`jnl`	Detecting Audio Attacks on ASR Systems with Dropout Uncertainty. CoRR Tejas Jayashankar, Jonathan Le Roux, Pierre Moulin
2020	Misc	`conf`	End-To-End Multi-Speaker Speech Recognition With Transformer. ICASSP Xuankai Chang, Wangyou Zhang, Yanmin Qian, Jonathan Le Roux, Shinji Watanabe
2020	J	`jnl`	End-to-End Multi-speaker Speech Recognition with Transformer. CoRR Xuankai Chang, Wangyou Zhang, Yanmin Qian, Jonathan Le Roux, Shinji Watanabe
2020	J	`jnl`	Finding Strength in Weakness: Learning to Separate Sounds With Weak Supervision. IEEE ACM Trans. Audio Speech Lang. Process. Fatemeh Pishdadian, Gordon Wichern, Jonathan Le Roux
2020	—	`conf`	Hierarchical Musical Instrument Separation. ISMIR Ethan Manilow, Gordon Wichern, Jonathan Le Roux
2020	Misc	`conf`	Learning to Separate Sounds from Weakly Labeled Scenes. ICASSP Fatemeh Pishdadian, Gordon Wichern, Jonathan Le Roux
2020	J	`jnl`	Multi-Pass Transformer for Machine Translation. CoRR Peng Gao, Chiori Hori, Shijie Geng, Takaaki Hori, Jonathan Le Roux
2020	J	`jnl`	Semi-Supervised Speech Recognition via Graph-based Temporal Classification. CoRR Niko Moritz, Takaaki Hori, Jonathan Le Roux
2020	J	`jnl`	Spatio-Temporal Scene Graphs for Video Dialog. CoRR Shijie Geng, Peng Gao, Chiori Hori, Jonathan Le Roux, Anoop Cherian
2020	Misc	`conf`	Streaming Automatic Speech Recognition with the Transformer Model. ICASSP Niko Moritz, Takaaki Hori, Jonathan Le Roux
2020	J	`jnl`	Streaming automatic speech recognition with the transformer model. CoRR Niko Moritz, Takaaki Hori, Jonathan Le Roux
2020	J	`jnl`	Transcription Is All You Need: Learning to Separate Musical Mixtures with Score as Supervision. CoRR Yun-Ning Hung, Gordon Wichern, Jonathan Le Roux
2020	A	`conf`	Transformer-Based Long-Context End-to-End Speech Recognition. INTERSPEECH Takaaki Hori, Niko Moritz, Chiori Hori, Jonathan Le Roux
2020	J	`jnl`	Unsupervised Domain Adaptation for Speech Recognition via Uncertainty Driven Self-Training. CoRR Sameer Khurana, Niko Moritz, Takaaki Hori, Jonathan Le Roux
2020	Misc	`conf`	Unsupervised Speaker Adaptation Using Attention-Based Speaker Memory for End-to-End ASR. ICASSP Leda Sari, Niko Moritz, Takaaki Hori, Jonathan Le Roux
2020	J	`jnl`	Unsupervised Speaker Adaptation using Attention-based Speaker Memory for End-to-End ASR. CoRR Leda Sari, Niko Moritz, Takaaki Hori, Jonathan Le Roux
2020	Misc	`conf`	WHAMR!: Noisy and Reverberant Single-Channel Speech Separation. ICASSP Matthew Maciejewski, Gordon Wichern, Emmett McQuinn, Jonathan Le Roux
2019	Misc	`conf`	Bootstrapping Single-channel Source Separation via Unsupervised Spatial Clustering on Stereo Mixtures. ICASSP Prem Seetharaman, Gordon Wichern, Jonathan Le Roux, Bryan Pardo
2019	J	`jnl`	Bootstrapping deep music separation from primitive auditory grouping principles. CoRR Prem Seetharaman, Gordon Wichern, Jonathan Le Roux, Bryan Pardo
2019	Misc	`conf`	Class-conditional Embeddings for Music Source Separation. ICASSP Prem Seetharaman, Gordon Wichern, Shrikant Venkataramani, Jonathan Le Roux
2019	—	`conf`	Cutting Music Source Separation Some Slakh: A Dataset to Study the Impact of Training Data Quality and Quantity. WASPAA Ethan Manilow, Gordon Wichern, Prem Seetharaman, Jonathan Le Roux
2019	J	`jnl`	Cutting Music Source Separation Some Slakh: A Dataset to Study the Impact of Training Data Quality and Quantity. CoRR Ethan Manilow, Gordon Wichern, Prem Seetharaman, Jonathan Le Roux
2019	Misc	`conf`	Cycle-consistency Training for End-to-end Speech Recognition. ICASSP Takaaki Hori, Ramón Fernandez Astudillo, Tomoki Hayashi, Yu Zhang, Shinji Watanabe, Jonathan Le Roux
2019	A	`conf`	End-to-End Multilingual Multi-Speaker Speech Recognition. INTERSPEECH Hiroshi Seki, Takaaki Hori, Shinji Watanabe, Jonathan Le Roux, John R. Hershey
2019	J	`jnl`	Finding Strength in Weakness: Learning to Separate Sounds with Weak Supervision. CoRR Fatemeh Pishdadian, Gordon Wichern, Jonathan Le Roux
2019	J	`jnl`	MIMO-SPEECH: End-to-End Multi-Channel Multi-Speaker Speech Recognition. CoRR Xuankai Chang, Wangyou Zhang, Yanmin Qian, Jonathan Le Roux, Shinji Watanabe
2019	C	`conf`	MIMO-Speech: End-to-End Multi-Channel Multi-Speaker Speech Recognition. ASRU Xuankai Chang, Wangyou Zhang, Yanmin Qian, Jonathan Le Roux, Shinji Watanabe
2019	J	`jnl`	Phasebook and Friends: Leveraging Discrete Representations for Source Separation. IEEE J. Sel. Top. Signal Process. Jonathan Le Roux, Gordon Wichern, Shinji Watanabe, Andy M. Sarroff, John R. Hershey
2019	Misc	`conf`	SDR - Half-baked or Well Done? ICASSP Jonathan Le Roux, Scott Wisdom, Hakan Erdogan, John R. Hershey
2019	C	`conf`	Streaming End-to-End Speech Recognition with Joint CTC-Attention Based Models. ASRU Niko Moritz, Takaaki Hori, Jonathan Le Roux
2019	Misc	`conf`	Teacher-student Deep Clustering for Low-delay Single Channel Speech Separation. ICASSP Ryo Aihara, Toshiyuki Hanazawa, Yohei Okato, Gordon Wichern, Jonathan Le Roux
2019	Misc	`conf`	The Phasebook: Building Complex Masks via Discrete Representations for Source Separation. ICASSP Jonathan Le Roux, Gordon Wichern, Shinji Watanabe, Andy M. Sarroff, John R. Hershey
2019	Misc	`conf`	Triggered Attention for End-to-end Speech Recognition. ICASSP Niko Moritz, Takaaki Hori, Jonathan Le Roux
2019	A	`conf`	Unidirectional Neural Network Architectures for End-to-End Automatic Speech Recognition. INTERSPEECH Niko Moritz, Takaaki Hori, Jonathan Le Roux
2019	—	`conf`	Universal Sound Separation. WASPAA Ilya Kavalerov, Scott Wisdom, Hakan Erdogan, Brian Patton, Kevin W. Wilson, Jonathan Le Roux, John R. Hershey
2019	J	`jnl`	Universal Sound Separation. CoRR Ilya Kavalerov, Scott Wisdom, Hakan Erdogan, Brian Patton, Kevin W. Wilson, Jonathan Le Roux, John R. Hershey
2019	A	`conf`	Vectorized Beam Search for CTC-Attention-Based Speech Recognition. INTERSPEECH Hiroshi Seki, Takaaki Hori, Shinji Watanabe, Niko Moritz, Jonathan Le Roux
2019	A	`conf`	WHAM!: Extending Speech Separation to Noisy Environments. INTERSPEECH Gordon Wichern, Joe Antognini, Michael Flynn, Licheng Richard Zhu, Emmett McQuinn, Dwight Crow, Ethan Manilow, Jonathan Le Roux
2019	J	`jnl`	WHAM!: Extending Speech Separation to Noisy Environments. CoRR Gordon Wichern, Joe Antognini, Michael Flynn, Licheng Richard Zhu, Emmett McQuinn, Dwight Crow, Ethan Manilow, Jonathan Le Roux
2019	J	`jnl`	WHAMR!: Noisy and Reverberant Single-Channel Speech Separation. CoRR Matthew Maciejewski, Gordon Wichern, Emmett McQuinn, Jonathan Le Roux
2018	—	`conf`	A Purely End-to-End System for Multi-speaker Speech Recognition. ACL (1) Hiroshi Seki, Takaaki Hori, Shinji Watanabe, Jonathan Le Roux, John R. Hershey
2018	J	`jnl`	A Purely End-to-end System for Multi-speaker Speech Recognition. CoRR Hiroshi Seki, Takaaki Hori, Shinji Watanabe, Jonathan Le Roux, John R. Hershey
2018	Misc	`conf`	Alternative Objective Functions for Deep Clustering. ICASSP Zhong-Qiu Wang, Jonathan Le Roux, John R. Hershey
2018	Misc	`conf`	An End-to-End Language-Tracking Speech Recognizer for Mixed-Language Speech. ICASSP Hiroshi Seki, Shinji Watanabe, Takaaki Hori, Jonathan Le Roux, John R. Hershey
2018	J	`jnl`	Bootstrapping single-channel source separation via unsupervised spatial clustering on stereo mixtures. CoRR Prem Seetharaman, Gordon Wichern, Jonathan Le Roux, Bryan Pardo
2018	J	`jnl`	Class-conditional embeddings for music source separation. CoRR Prem Seetharaman, Gordon Wichern, Shrikant Venkataramani, Jonathan Le Roux
2018	J	`jnl`	Cycle-consistency training for end-to-end speech recognition. CoRR Takaaki Hori, Ramón Fernandez Astudillo, Tomoki Hayashi, Yu Zhang, Shinji Watanabe, Jonathan Le Roux
2018	Misc	`conf`	End-to-End Multi-Speaker Speech Recognition. ICASSP Shane Settle, Jonathan Le Roux, Takaaki Hori, Shinji Watanabe, John R. Hershey
2018	A	`conf`	End-to-End Speech Separation with Unfolded Iterative Phase Reconstruction. INTERSPEECH Zhong-Qiu Wang, Jonathan Le Roux, DeLiang Wang, John R. Hershey
2018	J	`jnl`	End-to-End Speech Separation with Unfolded Iterative Phase Reconstruction. CoRR Zhong-Qiu Wang, Jonathan Le Roux, DeLiang Wang, John R. Hershey
2018	Misc	`conf`	Multi-Channel Deep Clustering: Discriminative Spectral and Spatial Embeddings for Speaker-Independent Speech Separation. ICASSP Zhong-Qiu Wang, Jonathan Le Roux, John R. Hershey
2018	—	`conf`	Phase Reconstruction with Learned Time-Frequency Representations for Single-Channel Speech Separation. IWAENC Gordon Wichern, Jonathan Le Roux
2018	J	`jnl`	Phasebook and Friends: Leveraging Discrete Representations for Source Separation. CoRR Jonathan Le Roux, Gordon Wichern, Shinji Watanabe, Andy M. Sarroff, John R. Hershey
2018	J	`jnl`	SDR - half-baked or well done? CoRR Jonathan Le Roux, Scott Wisdom, Hakan Erdogan, John R. Hershey
2017	Misc	`conf`	BLSTM-HMM hybrid system combined with sound activity detection network for polyphonic Sound Event Detection. ICASSP Tomoki Hayashi, Shinji Watanabe, Tomoki Toda, Takaaki Hori, Jonathan Le Roux, Kazuya Takeda
2017	—	`conf`	Consistent anisotropic Wiener filtering for audio source separation. WASPAA Paul Magron, Jonathan Le Roux, Tuomas Virtanen
2017	A	`conf`	Coupled Initialization of Multi-Channel Non-Negative Matrix Factorization Based on Spatial and Spectral Information. INTERSPEECH Yuuki Tachioka, Tomohiro Narita, Iori Miura, Takanobu Uramoto, Natsuki Monta, Shingo Uenohara, Ken'ichi Furuya, Shinji Watanabe, Jonathan Le Roux
2017	—	`ch.`	Deep Recurrent Networks for Separation and Recognition of Single-Channel Speech in Nonstationary Background Audio. New Era for Robust Speech Recognition, Exploiting Deep Learning Hakan Erdogan, John R. Hershey, Shinji Watanabe, Jonathan Le Roux
2017	Misc	`conf`	Deep clustering and conventional networks for music separation: Stronger together. ICASSP Yi Luo, Zhuo Chen, John R. Hershey, Jonathan Le Roux, Nima Mesgarani
2017	J	`jnl`	Duration-Controlled LSTM for Polyphonic Sound Event Detection. IEEE ACM Trans. Audio Speech Lang. Process. Tomoki Hayashi, Shinji Watanabe, Tomoki Toda, Takaaki Hori, Jonathan Le Roux, Kazuya Takeda
2017	J	`jnl`	Multi-microphone speech recognition integrating beamforming, robust feature extraction, and advanced DNN/RNN backend. Comput. Speech Lang. Takaaki Hori, Zhuo Chen, Hakan Erdogan, John R. Hershey, Jonathan Le Roux, Vikramjit Mitra, Shinji Watanabe
2017	—	`ch.`	Novel Deep Architectures in Speech Processing. New Era for Robust Speech Recognition, Exploiting Deep Learning John R. Hershey, Jonathan Le Roux, Shinji Watanabe, Scott Wisdom, Zhuo Chen, Yusuf Ziya Isik
2017	J	`jnl`	Prior-based Binary Masking and Discriminative Methods for Reverberant and Noisy Speech Recognition Using Distant Stereo Microphones. J. Inf. Process. Yuuki Tachioka, Shinji Watanabe, Jonathan Le Roux, John R. Hershey
2017	Misc	`conf`	Student-teacher network learning with enhanced features. ICASSP Shinji Watanabe, Takaaki Hori, Jonathan Le Roux, John R. Hershey
2016	—	`conf`	Bidirectional LSTM-HMM Hybrid System for Polyphonic Sound Event Detection. DCASE Tomoki Hayashi, Shinji Watanabe, Tomoki Toda, Takaaki Hori, Jonathan Le Roux, Kazuya Takeda
2016	J	`jnl`	Deep Clustering and Conventional Networks for Music Separation: Stronger Together. CoRR Yi Luo, Zhuo Chen, John R. Hershey, Jonathan Le Roux, Nima Mesgarani
2016	Misc	`conf`	Deep clustering: Discriminative embeddings for segmentation and separation. ICASSP John R. Hershey, Zhuo Chen, Jonathan Le Roux, Shinji Watanabe
2016	Misc	`conf`	Deep unfolding for multichannel source separation. ICASSP Scott Wisdom, John R. Hershey, Jonathan Le Roux, Shinji Watanabe
2016	—	`conf`	Dialog state tracking with attention-based sequence-to-sequence learning. SLT Takaaki Hori, Hai Wang, Chiori Hori, Shinji Watanabe, Bret Harsham, Jonathan Le Roux, John R. Hershey, Yusuke Koji, Yi Jing, Zhaocheng Zhu, Takeyuki Aikawa
2016	—	`conf`	Full-Capacity Unitary Recurrent Neural Networks. NIPS Scott Wisdom, Thomas Powers, John R. Hershey, Jonathan Le Roux, Les E. Atlas
2016	J	`jnl`	Full-Capacity Unitary Recurrent Neural Networks. CoRR Scott Wisdom, Thomas Powers, John R. Hershey, Jonathan Le Roux, Les E. Atlas
2016	A	`conf`	Improved MVDR Beamforming Using Single-Channel Mask Prediction Networks. INTERSPEECH Hakan Erdogan, John R. Hershey, Shinji Watanabe, Michael I. Mandel, Jonathan Le Roux
2016	A	`conf`	Single-Channel Multi-Speaker Separation Using Deep Clustering. INTERSPEECH Yusuf Ziya Isik, Jonathan Le Roux, Zhuo Chen, Shinji Watanabe, John R. Hershey
2016	J	`jnl`	Single-Channel Multi-Speaker Separation using Deep Clustering. CoRR Yusuf Ziya Isik, Jonathan Le Roux, Zhuo Chen, Shinji Watanabe, John R. Hershey
2015	Misc	`conf`	Deep NMF for speech separation. ICASSP Jonathan Le Roux, John R. Hershey, Felix Weninger
2015	J	`jnl`	Deep clustering: Discriminative embeddings for segmentation and separation. CoRR John R. Hershey, Zhuo Chen, Jonathan Le Roux, Shinji Watanabe
2015	Misc	`conf`	Micbots: Collecting large realistic datasets for speech and audio research using mobile robots. ICASSP Jonathan Le Roux, Emmanuel Vincent, John R. Hershey, Daniel P. W. Ellis
2015	J	`jnl`	Phase Processing for Single-Channel Speech Enhancement: History and recent advances. IEEE Signal Process. Mag. Timo Gerkmann, Martin Krawczyk-Becker, Jonathan Le Roux
2015	Misc	`conf`	Phase-sensitive and recognition-boosted speech separation using deep recurrent neural networks. ICASSP Hakan Erdogan, John R. Hershey, Shinji Watanabe, Jonathan Le Roux
2015	—	`conf`	Speech Enhancement with LSTM Recurrent Neural Networks and its Application to Noise-Robust ASR. LVA/ICA Felix Weninger, Hakan Erdogan, Shinji Watanabe, Emmanuel Vincent, Jonathan Le Roux, John R. Hershey, Björn W. Schuller
2015	C	`conf`	The MERL/SRI system for the 3RD CHiME challenge using beamforming, robust feature extraction, and advanced speech recognition. ASRU Takaaki Hori, Zhuo Chen, Hakan Erdogan, John R. Hershey, Jonathan Le Roux, Vikramjit Mitra, Shinji Watanabe
2014	Misc	`conf`	Black box optimization for automatic speech recognition. ICASSP Shinji Watanabe, Jonathan Le Roux
2014	J	`jnl`	Deep Unfolding: Model-Based Inspiration of Novel Deep Architectures. CoRR John R. Hershey, Jonathan Le Roux, Felix Weninger
2014	A	`conf`	Discriminative NMF and its application to single-channel source separation. INTERSPEECH Felix Weninger, Jonathan Le Roux, John R. Hershey, Shinji Watanabe
2014	—	`conf`	Discriminatively trained recurrent neural networks for single-channel speech separation. GlobalSIP Felix Weninger, John R. Hershey, Jonathan Le Roux, Björn W. Schuller
2014	—	`conf`	Ensemble integration of calibrated speaker localization and statistical speech detection in domestic environments. HSCMA Yuuki Tachioka, Tomohiro Narita, Shinji Watanabe, Jonathan Le Roux
2014	Misc	`conf`	Non-negative source-filter dynamical system for speech enhancement. ICASSP Umut Simsekli, Jonathan Le Roux, John R. Hershey
2014	—	`conf`	Sequence discriminative training for low-rank deep neural networks. GlobalSIP Yuuki Tachioka, Shinji Watanabe, Jonathan Le Roux, John R. Hershey
2014	A	`conf`	Sequential maximum mutual information linear discriminant analysis for speech recognition. INTERSPEECH Yuuki Tachioka, Shinji Watanabe, Jonathan Le Roux, John R. Hershey
2013	C	`conf`	A generalized discriminative training framework for system combination. ASRU Yuuki Tachioka, Shinji Watanabe, Jonathan Le Roux, John R. Hershey
2013	A*	`conf`	Block Coordinate Descent for Sparse NMF ICLR (Poster) Vamsi K. Potluru, Sergey M. Plis, Jonathan Le Roux, Barak A. Pearlmutter, Vince D. Calhoun, Thomas P. Hayes
2013	J	`jnl`	Consistent Wiener Filtering for Audio Source Separation. IEEE Signal Process. Lett. Jonathan Le Roux, Emmanuel Vincent
2013	—	`conf`	Ensemble learning for speech enhancement. WASPAA Jonathan Le Roux, Shinji Watanabe, John R. Hershey
2013	—	`conf`	Hierarchical and coupled non-negative dynamical systems with application to audio modeling. WASPAA Umut Simsekli, Jonathan Le Roux, John R. Hershey
2013	Misc	`conf`	Non-negative dynamical system with application to speech and audio. ICASSP Cédric Févotte, Jonathan Le Roux, John R. Hershey
2013	Misc	`conf`	Source localization in reverberant environments using sparse optimization. ICASSP Jonathan Le Roux, Petros T. Boufounos, Kang Kang, John R. Hershey
2013	B	`conf`	Statistical Dialogue Management using Intention Dependency Graph. IJCNLP Koichiro Yoshino, Shinji Watanabe, Jonathan Le Roux, John R. Hershey
2013	C	`conf`	The second 'CHiME' speech separation and recognition challenge: An overview of challenge systems and outcomes. ASRU Emmanuel Vincent, Jon Barker, Shinji Watanabe, Jonathan Le Roux, Francesco Nesta, Marco Matassoni
2013	Misc	`conf`	The second 'chime' speech separation and recognition challenge: Datasets, tasks and baselines. ICASSP Emmanuel Vincent, Jon Barker, Shinji Watanabe, Jonathan Le Roux, Francesco Nesta, Marco Matassoni
2012	—	`ch.`	Factorial Models for Noise Robust Speech Recognition. Techniques for Noise Robustness in Automatic Speech Recognition John R. Hershey, Steven J. Rennie, Jonathan Le Roux
2012	Misc	`conf`	Indirect model-based speech enhancement. ICASSP Jonathan Le Roux, John R. Hershey
2011	—	`conf`	Bayesian nonparametric spectrogram modeling based on infinite factorial infinite hidden Markov model. WASPAA Masahiro Nakano, Jonathan Le Roux, Hirokazu Kameoka, Tomohiko Nakamura, Nobutaka Ono, Shigeki Sagayama
2011	J	`jnl`	Computational auditory induction as a missing-data model-fitting problem with Bregman divergence. Speech Commun. Jonathan Le Roux, Hirokazu Kameoka, Nobutaka Ono, Alain de Cheveigné, Shigeki Sagayama
2011	Misc	`conf`	Infinite-state spectrum model for music signal analysis. ICASSP Masahiro Nakano, Jonathan Le Roux, Hirokazu Kameoka, Nobutaka Ono, Shigeki Sagayama
2010	—	`conf`	A statistical model of speech F0 contours. SAPA@INTERSPEECH Hirokazu Kameoka, Jonathan Le Roux, Yasunori Ohishi
2010	—	`conf`	Consistent Wiener Filtering: Generalized Time-Frequency Masking Respecting Spectrogram Consistency. LVA/ICA Jonathan Le Roux, Emmanuel Vincent, Yuu Mizuno, Hirokazu Kameoka, Nobutaka Ono, Shigeki Sagayama
2010	—	`ch.`	Harmonic and Percussive Sound Separation and Its Application to MIR-Related Tasks. Advances in Music Information Retrieval Nobutaka Ono, Kenichi Miyamoto, Hirokazu Kameoka, Jonathan Le Roux, Yuuki Uchiyama, Emiru Tsunoo, Takuya Nishimoto, Shigeki Sagayama
2010	—	`conf`	Nonnegative Matrix Factorization with Markov-Chained Bases for Modeling Time-Varying Patterns in Music Spectrograms. LVA/ICA Masahiro Nakano, Jonathan Le Roux, Hirokazu Kameoka, Yu Kitano, Nobutaka Ono, Shigeki Sagayama
2010	—	`conf`	Statistical Model of Speech Signals Based on Composite Autoregressive System with Application to Blind Source Separation. LVA/ICA Hirokazu Kameoka, Takuya Yoshioka, Mariko Hamamura, Jonathan Le Roux, Kunio Kashino
2008	—	`conf`	Adaptive Template Matching with Shift-Invariant Semi-NMF. NIPS Jonathan Le Roux, Alain de Cheveigné, Lucas C. Parra
2008	—	`conf`	Computational auditory induction by missing-data non-negative matrix factorization. SAPA@INTERSPEECH Jonathan Le Roux, Hirokazu Kameoka, Nobutaka Ono, Alain de Cheveigné, Shigeki Sagayama
2008	—	`conf`	Explicit consistency constraints for STFT spectrograms and their application to phase reconstruction. SAPA@INTERSPEECH Jonathan Le Roux, Nobutaka Ono, Shigeki Sagayama
2008	Misc	`conf`	Modulation analysis of speech through orthogonal FIR filterbank optimization. ICASSP Jonathan Le Roux, Hirokazu Kameoka, Nobutaka Ono, Shigeki Sagayama, Alain de Cheveigné
2008	—	`conf`	Separation of a monaural audio signal into harmonic/percussive components by complementary diffusion on spectrogram. EUSIPCO Nobutaka Ono, Kenichi Miyamoto, Jonathan Le Roux, Hirokazu Kameoka, Shigeki Sagayama
2007	J	`jnl`	Discriminative Training for Large-Vocabulary Speech Recognition Using Minimum Classification Error. IEEE Trans. Speech Audio Process. Erik McDermott, Timothy J. Hazen, Jonathan Le Roux, Atsushi Nakamura, Shigeru Katagiri
2007	—	`conf`	Harmonic-Temporal Clustering of Speech for Single and Multiple F0 Contour Estimation in Noisy Environments. ICASSP (4) Jonathan Le Roux, Hirokazu Kameoka, Nobutaka Ono, Alain de Cheveigné, Shigeki Sagayama
2007	—	`conf`	MEG Signal Denoising Based on Time-Shift PCA. ICASSP (1) Alain de Cheveigné, Jonathan Le Roux, Jonathan Z. Simon
2007	J	`jnl`	Single and Multiple F IEEE Trans. Speech Audio Process. Jonathan Le Roux, Hirokazu Kameoka, Nobutaka Ono, Alain de Cheveigné, Shigeki Sagayama
2006	A	`conf`	Speech analyzer using a joint estimation model of spectral envelope and fine structure. INTERSPEECH Hirokazu Kameoka, Jonathan Le Roux, Nobutaka Ono, Shigeki Sagayama
2005	A	`conf`	Optimization methods for discriminative training. INTERSPEECH Jonathan Le Roux, Erik McDermott
2002	Misc	`conf`	Fast Algorithms of Plant Computation Based on Substructure Instances. WSCG (Short Papers) Hongping Yan, Jean François Barczi, Philippe de Reffye, Bao-Gang Hu, Marc Jaeger, Jonathan Le Roux