Fast Algorithms of Plant Computation Based on Substructure Instances. - Hongping Yan; Jean François Barczi; Philippe de Reffye; Bao-Gang Hu; Marc Jaeger 002; Jonathan Le Roux (WSCG (Short Papers), 2002)

Optimization methods for discriminative training. - Jonathan Le Roux; Erik McDermott (INTERSPEECH, 2005)

Speech analyzer using a joint estimation model of spectral envelope and fine structure. - Hirokazu Kameoka; Jonathan Le Roux; Nobutaka Ono; Shigeki Sagayama (INTERSPEECH, 2006)

MEG Signal Denoising Based on Time-Shift PCA. - Alain de Cheveigné; Jonathan Le Roux; Jonathan Z. Simon (ICASSP (1), 2007)

Harmonic-Temporal Clustering of Speech for Single and Multiple F0 Contour Estimation in Noisy Environments. - Jonathan Le Roux; Hirokazu Kameoka; Nobutaka Ono; Alain de Cheveigné; Shigeki Sagayama (ICASSP (4), 2007)

Discriminative Training for Large-Vocabulary Speech Recognition Using Minimum Classification Error. - Erik McDermott; Timothy J. Hazen; Jonathan Le Roux; Atsushi Nakamura; Shigeru Katagiri (IEEE Trans. Speech Audio Process., 2007)

Single and Multiple F0 Contour Estimation Through Parametric Spectrogram Modeling of Speech in Noisy Environments. - Jonathan Le Roux; Hirokazu Kameoka; Nobutaka Ono; Alain de Cheveigné; Shigeki Sagayama (IEEE Trans. Speech Audio Process., 2007)

Separation of a monaural audio signal into harmonic/percussive components by complementary diffusion on spectrogram. - Nobutaka Ono; Kenichi Miyamoto; Jonathan Le Roux; Hirokazu Kameoka; Shigeki Sagayama (EUSIPCO, 2008)

Modulation analysis of speech through orthogonal FIR filterbank optimization. - Jonathan Le Roux; Hirokazu Kameoka; Nobutaka Ono; Shigeki Sagayama; Alain de Cheveigné (ICASSP, 2008)

Computational auditory induction by missing-data non-negative matrix factorization. - Jonathan Le Roux; Hirokazu Kameoka; Nobutaka Ono; Alain de Cheveigné; Shigeki Sagayama (SAPA@INTERSPEECH, 2008)

Explicit consistency constraints for STFT spectrograms and their application to phase reconstruction. - Jonathan Le Roux; Nobutaka Ono; Shigeki Sagayama (SAPA@INTERSPEECH, 2008)

Adaptive Template Matching with Shift-Invariant Semi-NMF. - Jonathan Le Roux; Alain de Cheveigné; Lucas C. Parra (NIPS, 2008)

Statistical Model of Speech Signals Based on Composite Autoregressive System with Application to Blind Source Separation. - Hirokazu Kameoka; Takuya Yoshioka; Mariko Hamamura; Jonathan Le Roux; Kunio Kashino (LVA/ICA, 2010)

Nonnegative Matrix Factorization with Markov-Chained Bases for Modeling Time-Varying Patterns in Music Spectrograms. - Masahiro Nakano; Jonathan Le Roux; Hirokazu Kameoka; Yu Kitano; Nobutaka Ono; Shigeki Sagayama (LVA/ICA, 2010)

Consistent Wiener Filtering: Generalized Time-Frequency Masking Respecting Spectrogram Consistency. - Jonathan Le Roux; Emmanuel Vincent 001; Yuu Mizuno; Hirokazu Kameoka; Nobutaka Ono; Shigeki Sagayama (LVA/ICA, 2010)

A statistical model of speech F0 contours. - Hirokazu Kameoka; Jonathan Le Roux; Yasunori Ohishi (SAPA@INTERSPEECH, 2010)

Harmonic and Percussive Sound Separation and Its Application to MIR-Related Tasks. - Nobutaka Ono; Kenichi Miyamoto; Hirokazu Kameoka; Jonathan Le Roux; Yuuki Uchiyama; Emiru Tsunoo; Takuya Nishimoto; Shigeki Sagayama (Advances in Music Information Retrieval, 2010)

Infinite-state spectrum model for music signal analysis. - Masahiro Nakano; Jonathan Le Roux; Hirokazu Kameoka; Nobutaka Ono; Shigeki Sagayama (ICASSP, 2011)

Bayesian nonparametric spectrogram modeling based on infinite factorial infinite hidden Markov model. - Masahiro Nakano; Jonathan Le Roux; Hirokazu Kameoka; Tomohiko Nakamura; Nobutaka Ono; Shigeki Sagayama (WASPAA, 2011)

Computational auditory induction as a missing-data model-fitting problem with Bregman divergence. - Jonathan Le Roux; Hirokazu Kameoka; Nobutaka Ono; Alain de Cheveigné; Shigeki Sagayama (Speech Commun., 2011)

Factorial Models for Noise Robust Speech Recognition. - John R. Hershey; Steven J. Rennie; Jonathan Le Roux (Techniques for Noise Robustness in Automatic Speech Recognition, 2012)

Indirect model-based speech enhancement. - Jonathan Le Roux; John R. Hershey (ICASSP, 2012)

A generalized discriminative training framework for system combination. - Yuuki Tachioka; Shinji Watanabe 001; Jonathan Le Roux; John R. Hershey (ASRU, 2013)

The second 'CHiME' speech separation and recognition challenge: An overview of challenge systems and outcomes. - Emmanuel Vincent 001; Jon Barker; Shinji Watanabe 001; Jonathan Le Roux; Francesco Nesta; Marco Matassoni (ASRU, 2013)

Non-negative dynamical system with application to speech and audio. - Cédric Févotte; Jonathan Le Roux; John R. Hershey (ICASSP, 2013)

Source localization in reverberant environments using sparse optimization. - Jonathan Le Roux; Petros T. Boufounos; Kang Kang; John R. Hershey (ICASSP, 2013)

The second 'chime' speech separation and recognition challenge: Datasets, tasks and baselines. - Emmanuel Vincent 001; Jon Barker; Shinji Watanabe 001; Jonathan Le Roux; Francesco Nesta; Marco Matassoni (ICASSP, 2013)

Statistical Dialogue Management using Intention Dependency Graph. - Koichiro Yoshino; Shinji Watanabe 001; Jonathan Le Roux; John R. Hershey (IJCNLP, 2013)

Ensemble learning for speech enhancement. - Jonathan Le Roux; Shinji Watanabe 001; John R. Hershey (WASPAA, 2013)

Hierarchical and coupled non-negative dynamical systems with application to audio modeling. - Umut Simsekli; Jonathan Le Roux; John R. Hershey (WASPAA, 2013)

Block Coordinate Descent for Sparse NMF - Vamsi K. Potluru; Sergey M. Plis; Jonathan Le Roux; Barak A. Pearlmutter; Vince D. Calhoun; Thomas P. Hayes (ICLR (Poster), 2013)

Consistent Wiener Filtering for Audio Source Separation. - Jonathan Le Roux; Emmanuel Vincent 001 (IEEE Signal Process. Lett., 2013)

Sequence discriminative training for low-rank deep neural networks. - Yuuki Tachioka; Shinji Watanabe 001; Jonathan Le Roux; John R. Hershey (GlobalSIP, 2014)

Discriminatively trained recurrent neural networks for single-channel speech separation. - Felix Weninger; John R. Hershey; Jonathan Le Roux; Björn W. Schuller (GlobalSIP, 2014)

Ensemble integration of calibrated speaker localization and statistical speech detection in domestic environments. - Yuuki Tachioka; Tomohiro Narita; Shinji Watanabe 001; Jonathan Le Roux (HSCMA, 2014)

Non-negative source-filter dynamical system for speech enhancement. - Umut Simsekli; Jonathan Le Roux; John R. Hershey (ICASSP, 2014)

Black box optimization for automatic speech recognition. - Shinji Watanabe 001; Jonathan Le Roux (ICASSP, 2014)

Sequential maximum mutual information linear discriminant analysis for speech recognition. - Yuuki Tachioka; Shinji Watanabe 001; Jonathan Le Roux; John R. Hershey (INTERSPEECH, 2014)

Discriminative NMF and its application to single-channel source separation. - Felix Weninger; Jonathan Le Roux; John R. Hershey; Shinji Watanabe 001 (INTERSPEECH, 2014)

Deep Unfolding: Model-Based Inspiration of Novel Deep Architectures. - John R. Hershey; Jonathan Le Roux; Felix Weninger (CoRR, 2014)

The MERL/SRI system for the 3RD CHiME challenge using beamforming, robust feature extraction, and advanced speech recognition. - Takaaki Hori; Zhuo Chen 006; Hakan Erdogan; John R. Hershey; Jonathan Le Roux; Vikramjit Mitra; Shinji Watanabe 001 (ASRU, 2015)

Speech Enhancement with LSTM Recurrent Neural Networks and its Application to Noise-Robust ASR. - Felix Weninger; Hakan Erdogan; Shinji Watanabe 001; Emmanuel Vincent 001; Jonathan Le Roux; John R. Hershey; Björn W. Schuller (LVA/ICA, 2015)

Phase-sensitive and recognition-boosted speech separation using deep recurrent neural networks. - Hakan Erdogan; John R. Hershey; Shinji Watanabe 001; Jonathan Le Roux (ICASSP, 2015)

Deep NMF for speech separation. - Jonathan Le Roux; John R. Hershey; Felix Weninger (ICASSP, 2015)

Micbots: Collecting large realistic datasets for speech and audio research using mobile robots. - Jonathan Le Roux; Emmanuel Vincent 001; John R. Hershey; Daniel P. W. Ellis (ICASSP, 2015)

Phase Processing for Single-Channel Speech Enhancement: History and recent advances. - Timo Gerkmann; Martin Krawczyk-Becker; Jonathan Le Roux (IEEE Signal Process. Mag., 2015)

Bidirectional LSTM-HMM Hybrid System for Polyphonic Sound Event Detection. - Tomoki Hayashi; Shinji Watanabe 001; Tomoki Toda; Takaaki Hori; Jonathan Le Roux; Kazuya Takeda (DCASE, 2016)

Deep clustering: Discriminative embeddings for segmentation and separation. - John R. Hershey; Zhuo Chen 006; Jonathan Le Roux; Shinji Watanabe 001 (ICASSP, 2016)

Deep unfolding for multichannel source separation. - Scott Wisdom; John R. Hershey; Jonathan Le Roux; Shinji Watanabe 001 (ICASSP, 2016)

Improved MVDR Beamforming Using Single-Channel Mask Prediction Networks. - Hakan Erdogan; John R. Hershey; Shinji Watanabe 001; Michael I. Mandel; Jonathan Le Roux (INTERSPEECH, 2016)

Single-Channel Multi-Speaker Separation Using Deep Clustering. - Yusuf Ziya Isik; Jonathan Le Roux; Zhuo Chen 006; Shinji Watanabe 001; John R. Hershey (INTERSPEECH, 2016)

Full-Capacity Unitary Recurrent Neural Networks. - Scott Wisdom; Thomas Powers; John R. Hershey; Jonathan Le Roux; Les E. Atlas (NIPS, 2016)

Dialog state tracking with attention-based sequence-to-sequence learning. - Takaaki Hori; Hai Wang; Chiori Hori; Shinji Watanabe 001; Bret Harsham; Jonathan Le Roux; John R. Hershey; Yusuke Koji; Yi Jing; Zhaocheng Zhu; Takeyuki Aikawa (SLT, 2016)

Deep Recurrent Networks for Separation and Recognition of Single-Channel Speech in Nonstationary Background Audio. - Hakan Erdogan; John R. Hershey; Shinji Watanabe 001; Jonathan Le Roux (New Era for Robust Speech Recognition, Exploiting Deep Learning, 2017)

Novel Deep Architectures in Speech Processing. - John R. Hershey; Jonathan Le Roux; Shinji Watanabe 001; Scott Wisdom; Zhuo Chen 006; Yusuf Ziya Isik (New Era for Robust Speech Recognition, Exploiting Deep Learning, 2017)

BLSTM-HMM hybrid system combined with sound activity detection network for polyphonic Sound Event Detection. - Tomoki Hayashi; Shinji Watanabe 001; Tomoki Toda; Takaaki Hori; Jonathan Le Roux; Kazuya Takeda (ICASSP, 2017)

Deep clustering and conventional networks for music separation: Stronger together. - Yi Luo 004; Zhuo Chen 006; John R. Hershey; Jonathan Le Roux; Nima Mesgarani (ICASSP, 2017)

Student-teacher network learning with enhanced features. - Shinji Watanabe 001; Takaaki Hori; Jonathan Le Roux; John R. Hershey (ICASSP, 2017)

Coupled Initialization of Multi-Channel Non-Negative Matrix Factorization Based on Spatial and Spectral Information. - Yuuki Tachioka; Tomohiro Narita; Iori Miura; Takanobu Uramoto; Natsuki Monta; Shingo Uenohara; Ken'ichi Furuya; Shinji Watanabe 001; Jonathan Le Roux (INTERSPEECH, 2017)

Consistent anisotropic Wiener filtering for audio source separation. - Paul Magron; Jonathan Le Roux; Tuomas Virtanen (WASPAA, 2017)

Multi-microphone speech recognition integrating beamforming, robust feature extraction, and advanced DNN/RNN backend. - Takaaki Hori; Zhuo Chen 006; Hakan Erdogan; John R. Hershey; Jonathan Le Roux; Vikramjit Mitra; Shinji Watanabe 001 (Comput. Speech Lang., 2017)

Prior-based Binary Masking and Discriminative Methods for Reverberant and Noisy Speech Recognition Using Distant Stereo Microphones. - Yuuki Tachioka; Shinji Watanabe 001; Jonathan Le Roux; John R. Hershey (J. Inf. Process., 2017)

Duration-Controlled LSTM for Polyphonic Sound Event Detection. - Tomoki Hayashi; Shinji Watanabe 001; Tomoki Toda; Takaaki Hori; Jonathan Le Roux; Kazuya Takeda (IEEE ACM Trans. Audio Speech Lang. Process., 2017)

A Purely End-to-End System for Multi-speaker Speech Recognition. - Hiroshi Seki; Takaaki Hori; Shinji Watanabe 001; Jonathan Le Roux; John R. Hershey (ACL (1), 2018)

An End-to-End Language-Tracking Speech Recognizer for Mixed-Language Speech. - Hiroshi Seki; Shinji Watanabe 001; Takaaki Hori; Jonathan Le Roux; John R. Hershey (ICASSP, 2018)

End-to-End Multi-Speaker Speech Recognition. - Shane Settle; Jonathan Le Roux; Takaaki Hori; Shinji Watanabe 001; John R. Hershey (ICASSP, 2018)

Multi-Channel Deep Clustering: Discriminative Spectral and Spatial Embeddings for Speaker-Independent Speech Separation. - Zhong-Qiu Wang 001; Jonathan Le Roux; John R. Hershey (ICASSP, 2018)

Alternative Objective Functions for Deep Clustering. - Zhong-Qiu Wang 001; Jonathan Le Roux; John R. Hershey (ICASSP, 2018)

End-to-End Speech Separation with Unfolded Iterative Phase Reconstruction. - Zhong-Qiu Wang 001; Jonathan Le Roux; DeLiang Wang; John R. Hershey (INTERSPEECH, 2018)

Phase Reconstruction with Learned Time-Frequency Representations for Single-Channel Speech Separation. - Gordon Wichern; Jonathan Le Roux (IWAENC, 2018)

MIMO-Speech: End-to-End Multi-Channel Multi-Speaker Speech Recognition. - Xuankai Chang; Wangyou Zhang; Yanmin Qian; Jonathan Le Roux; Shinji Watanabe 001 (ASRU, 2019)

Streaming End-to-End Speech Recognition with Joint CTC-Attention Based Models. - Niko Moritz; Takaaki Hori; Jonathan Le Roux (ASRU, 2019)

Teacher-student Deep Clustering for Low-delay Single Channel Speech Separation. - Ryo Aihara; Toshiyuki Hanazawa; Yohei Okato; Gordon Wichern; Jonathan Le Roux (ICASSP, 2019)

Cycle-consistency Training for End-to-end Speech Recognition. - Takaaki Hori; Ramón Fernandez Astudillo; Tomoki Hayashi; Yu Zhang 033; Shinji Watanabe 001; Jonathan Le Roux (ICASSP, 2019)

Triggered Attention for End-to-end Speech Recognition. - Niko Moritz; Takaaki Hori; Jonathan Le Roux (ICASSP, 2019)

SDR - Half-baked or Well Done? - Jonathan Le Roux; Scott Wisdom; Hakan Erdogan; John R. Hershey (ICASSP, 2019)

The Phasebook: Building Complex Masks via Discrete Representations for Source Separation. - Jonathan Le Roux; Gordon Wichern; Shinji Watanabe 001; Andy M. Sarroff; John R. Hershey (ICASSP, 2019)

Bootstrapping Single-channel Source Separation via Unsupervised Spatial Clustering on Stereo Mixtures. - Prem Seetharaman; Gordon Wichern; Jonathan Le Roux; Bryan Pardo (ICASSP, 2019)

Class-conditional Embeddings for Music Source Separation. - Prem Seetharaman; Gordon Wichern; Shrikant Venkataramani; Jonathan Le Roux (ICASSP, 2019)

Unidirectional Neural Network Architectures for End-to-End Automatic Speech Recognition. - Niko Moritz; Takaaki Hori; Jonathan Le Roux (INTERSPEECH, 2019)

Vectorized Beam Search for CTC-Attention-Based Speech Recognition. - Hiroshi Seki; Takaaki Hori; Shinji Watanabe 001; Niko Moritz; Jonathan Le Roux (INTERSPEECH, 2019)

End-to-End Multilingual Multi-Speaker Speech Recognition. - Hiroshi Seki; Takaaki Hori; Shinji Watanabe 001; Jonathan Le Roux; John R. Hershey (INTERSPEECH, 2019)

WHAM!: Extending Speech Separation to Noisy Environments. - Gordon Wichern; Joe Antognini; Michael Flynn; Licheng Richard Zhu; Emmett McQuinn; Dwight Crow; Ethan Manilow; Jonathan Le Roux (INTERSPEECH, 2019)

Universal Sound Separation. - Ilya Kavalerov; Scott Wisdom; Hakan Erdogan; Brian Patton; Kevin W. Wilson; Jonathan Le Roux; John R. Hershey (WASPAA, 2019)

Cutting Music Source Separation Some Slakh: A Dataset to Study the Impact of Training Data Quality and Quantity. - Ethan Manilow; Gordon Wichern; Prem Seetharaman; Jonathan Le Roux (WASPAA, 2019)

Bootstrapping deep music separation from primitive auditory grouping principles. - Prem Seetharaman; Gordon Wichern; Jonathan Le Roux; Bryan Pardo (CoRR, 2019)

Phasebook and Friends: Leveraging Discrete Representations for Source Separation. - Jonathan Le Roux; Gordon Wichern; Shinji Watanabe 001; Andy M. Sarroff; John R. Hershey (IEEE J. Sel. Top. Signal Process., 2019)

End-To-End Multi-Speaker Speech Recognition With Transformer. - Xuankai Chang; Wangyou Zhang; Yanmin Qian; Jonathan Le Roux; Shinji Watanabe 001 (ICASSP, 2020)

WHAMR!: Noisy and Reverberant Single-Channel Speech Separation. - Matthew Maciejewski; Gordon Wichern; Emmett McQuinn; Jonathan Le Roux (ICASSP, 2020)

Streaming Automatic Speech Recognition with the Transformer Model. - Niko Moritz; Takaaki Hori; Jonathan Le Roux (ICASSP, 2020)

Learning to Separate Sounds from Weakly Labeled Scenes. - Fatemeh Pishdadian; Gordon Wichern; Jonathan Le Roux (ICASSP, 2020)

Unsupervised Speaker Adaptation Using Attention-Based Speaker Memory for End-to-End ASR. - Leda Sari; Niko Moritz; Takaaki Hori; Jonathan Le Roux (ICASSP, 2020)

Transformer-Based Long-Context End-to-End Speech Recognition. - Takaaki Hori; Niko Moritz; Chiori Hori; Jonathan Le Roux (INTERSPEECH, 2020)

Detecting Audio Attacks on ASR Systems with Dropout Uncertainty. - Tejas Jayashankar; Jonathan Le Roux; Pierre Moulin (INTERSPEECH, 2020)

All-in-One Transformer: Unifying Speech Recognition, Audio Tagging, and Event Detection. - Niko Moritz; Gordon Wichern; Takaaki Hori; Jonathan Le Roux (INTERSPEECH, 2020)

Hierarchical Musical Instrument Separation. - Ethan Manilow; Gordon Wichern; Jonathan Le Roux (ISMIR, 2020)

Autoclip: Adaptive Gradient Clipping for Source Separation Networks. - Prem Seetharaman; Gordon Wichern; Bryan Pardo; Jonathan Le Roux (MLSP, 2020)

Spatio-Temporal Scene Graphs for Video Dialog. - Shijie Geng; Peng Gao 007; Chiori Hori; Jonathan Le Roux; Anoop Cherian (CoRR, 2020)

Multi-Pass Transformer for Machine Translation. - Peng Gao 007; Chiori Hori; Shijie Geng; Takaaki Hori; Jonathan Le Roux (CoRR, 2020)

Finding Strength in Weakness: Learning to Separate Sounds With Weak Supervision. - Fatemeh Pishdadian; Gordon Wichern; Jonathan Le Roux (IEEE ACM Trans. Audio Speech Lang. Process., 2020)

Dynamic Graph Representation Learning for Video Dialog via Multi-Modal Shuffled Transformers. - Shijie Geng; Peng Gao 007; Moitreya Chatterjee; Chiori Hori; Jonathan Le Roux; Yongfeng Zhang; Hongsheng Li 001; Anoop Cherian (AAAI, 2021)

Transcription Is All You Need: Learning To Separate Musical Mixtures With Score As Supervision. - Yun-Ning Hung; Gordon Wichern; Jonathan Le Roux (ICASSP, 2021)

Unsupervised Domain Adaptation for Speech Recognition via Uncertainty Driven Self-Training. - Sameer Khurana; Niko Moritz; Takaaki Hori; Jonathan Le Roux (ICASSP, 2021)

Capturing Multi-Resolution Context by Dilated Self-Attention. - Niko Moritz; Takaaki Hori; Jonathan Le Roux (ICASSP, 2021)

Semi-Supervised Speech Recognition Via Graph-Based Temporal Classification. - Niko Moritz; Takaaki Hori; Jonathan Le Roux (ICASSP, 2021)

Visual Scene Graphs for Audio Source Separation. - Moitreya Chatterjee; Jonathan Le Roux; Narendra Ahuja; Anoop Cherian (ICCV, 2021)

Momentum Pseudo-Labeling for Semi-Supervised Speech Recognition. - Yosuke Higuchi; Niko Moritz; Jonathan Le Roux; Takaaki Hori (Interspeech, 2021)

Optimizing Latency for Online Video Captioning Using Audio-Visual Transformers. - Chiori Hori; Takaaki Hori; Jonathan Le Roux (Interspeech, 2021)

Advanced Long-Context End-to-End Speech Recognition Using Context-Expanded Transformers. - Takaaki Hori; Niko Moritz; Chiori Hori; Jonathan Le Roux (Interspeech, 2021)

Dual Causal/Non-Causal Self-Attention for Streaming End-to-End Speech Recognition. - Niko Moritz; Takaaki Hori; Jonathan Le Roux (Interspeech, 2021)

Convolutive Prediction for Reverberant Speech Separation. - Zhong-Qiu Wang 001; Gordon Wichern; Jonathan Le Roux (WASPAA, 2021)

Anomalous Sound Detection Using Attentive Neural Processes. - Gordon Wichern; Ankush Chakrabarty; Zhong-Qiu Wang 001; Jonathan Le Roux (WASPAA, 2021)

Optimizing Latency for Online Video CaptioningUsing Audio-Visual Transformers. - Chiori Hori; Takaaki Hori; Jonathan Le Roux (CoRR, 2021)

Leveraging Low-Distortion Target Estimates for Improved Speech Enhancement. - Zhong-Qiu Wang 001; Gordon Wichern; Jonathan Le Roux (CoRR, 2021)

On the Compensation Between Magnitude and Phase in Speech Separation. - Zhong-Qiu Wang 001; Gordon Wichern; Jonathan Le Roux (IEEE Signal Process. Lett., 2021)

Convolutive Prediction for Monaural Speech Dereverberation and Noisy-Reverberant Speaker Separation. - Zhong-Qiu Wang 001; Gordon Wichern; Jonathan Le Roux (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

(2.5+1)D Spatio-Temporal Scene Graphs for Video Question Answering. - Anoop Cherian; Chiori Hori; Tim K. Marks; Jonathan Le Roux (AAAI, 2022)

Improved Domain Generalization via Disentangled Multi-Task Learning in Unsupervised Anomalous Sound Detection. - Satvik Venkatesh; Gordon Wichern; Aswin Shanmugam Subramanian; Jonathan Le Roux (DCASE, 2022)

Extended Graph Temporal Classification for Multi-Speaker End-to-End ASR. - Xuankai Chang; Niko Moritz; Takaaki Hori; Shinji Watanabe 001; Jonathan Le Roux (ICASSP, 2022)

Advancing Momentum Pseudo-Labeling with Conformer and Initialization Strategy. - Yosuke Higuchi; Niko Moritz; Jonathan Le Roux; Takaaki Hori (ICASSP, 2022)

Sequence Transduction with Graph-Based Supervision. - Niko Moritz; Takaaki Hori; Shinji Watanabe 001; Jonathan Le Roux (ICASSP, 2022)

The Cocktail Fork Problem: Three-Stem Audio Separation for Real-World Soundtracks. - Darius Petermann; Gordon Wichern; Zhong-Qiu Wang 001; Jonathan Le Roux (ICASSP, 2022)

Audio-Visual Scene-Aware Dialog and Reasoning Using Audio-Visual Transformers with Joint Student-Teacher Learning. - Ankit P. Shah; Shijie Geng; Peng Gao 007; Anoop Cherian; Takaaki Hori; Tim K. Marks; Jonathan Le Roux; Chiori Hori (ICASSP, 2022)

Locate This, Not that: Class-Conditioned Sound Event DOA Estimation. - Olga Slizovskaia; Gordon Wichern; Zhong-Qiu Wang 001; Jonathan Le Roux (ICASSP, 2022)

Low-Latency Online Streaming VideoQA Using Audio-Visual Transformers. - Chiori Hori; Takaaki Hori; Jonathan Le Roux (INTERSPEECH, 2022)

Heterogeneous Target Speech Separation. - Efthymios Tzinis; Gordon Wichern; Aswin Shanmugam Subramanian; Paris Smaragdis; Jonathan Le Roux (INTERSPEECH, 2022)

Towards End-to-end Speaker Diarization in the Wild. - Zexu Pan; Gordon Wichern; François G. Germain; Aswin Shanmugam Subramanian; Jonathan Le Roux (CoRR, 2022)

Momentum Pseudo-Labeling: Semi-Supervised ASR With Continuously Improving Pseudo-Labels. - Yosuke Higuchi; Niko Moritz; Jonathan Le Roux; Takaaki Hori (IEEE J. Sel. Top. Signal Process., 2022)

Scenario-Aware Audio-Visual TF-Gridnet for Target Speech Extraction. - Zexu Pan; Gordon Wichern; Yoshiki Masuyama; François G. Germain; Sameer Khurana; Chiori Hori; Jonathan Le Roux (ASRU, 2023)

Reverberation as Supervision For Speech Separation. - Rohith Aralikatti; Christoph Böddeker; Gordon Wichern; Aswin Shanmugam Subramanian; Jonathan Le Roux (ICASSP, 2023)

Latent Iterative Refinement for Modular Source Separation. - Dimitrios Bralios; Efthymios Tzinis; Gordon Wichern; Paris Smaragdis; Jonathan Le Roux (ICASSP, 2023)

Paᗧ-HuBERT: Self-Supervised Music Source Separation Via Primitive Auditory Clustering And Hidden-Unit Bert. - Ke Chen; Gordon Wichern; François G. Germain; Jonathan Le Roux (ICASSP Workshops, 2023)

Hyperbolic Audio Source Separation. - Darius Petermann; Gordon Wichern; Aswin Shanmugam Subramanian; Jonathan Le Roux (ICASSP, 2023)

Optimal Condition Training for Target Source Separation. - Efthymios Tzinis; Gordon Wichern; Paris Smaragdis; Jonathan Le Roux (ICASSP, 2023)

Cold Diffusion for Speech Enhancement. - Hao Yen; François G. Germain; Gordon Wichern; Jonathan Le Roux (ICASSP, 2023)

Style-transfer based Speech and Audio-visual Scene understanding for Robot Action Sequence Acquisition from Videos. - Chiori Hori; Puyuan Peng; David Harwath; Xinyu Liu; Kei Ota; Siddarth Jain; Radu Corcodel; Devesh K. Jha; Diego Romeres; Jonathan Le Roux (INTERSPEECH, 2023)

Hyperbolic Unsupervised Anomalous Sound Detection. - François G. Germain; Gordon Wichern; Jonathan Le Roux (WASPAA, 2023)

Location as Supervision for Weakly Supervised Multi-Channel Source Separation of Machine Sounds. - Ricardo Falcón Pérez; Gordon Wichern; François G. Germain; Jonathan Le Roux (WASPAA, 2023)

Pac-HuBERT: Self-Supervised Music Source Separation via Primitive Auditory Clustering and Hidden-Unit BERT. - Ke Chen; Gordon Wichern; François G. Germain; Jonathan Le Roux (CoRR, 2023)

The Sound Demixing Challenge 2023 - Cinematic Demixing Track. - Stefan Uhlich; Giorgio Fabbro; Masato Hirano; Shusuke Takahashi; Gordon Wichern; Jonathan Le Roux; Dipam Chakraborty; Sharada P. Mohanty; Kai Li; Yi Luo 004; Jianwei Yu 001; Rongzhi Gu; et al. (CoRR, 2023)

Tackling the Cocktail Fork Problem for Separation and Transcription of Real-World Soundtracks. - Darius Petermann; Gordon Wichern; Aswin Shanmugam Subramanian; Zhong-Qiu Wang 001; Jonathan Le Roux (IEEE ACM Trans. Audio Speech Lang. Process., 2023)

STFT-Domain Neural Speech Enhancement With Very Low Algorithmic Latency. - Zhong-Qiu Wang 001; Gordon Wichern; Shinji Watanabe 001; Jonathan Le Roux (IEEE ACM Trans. Audio Speech Lang. Process., 2023)

Librispeech Slakh Unmix (LSX). - Darius Petermann; Gordon Wichern; Jonathan Le Roux (Zenodo, 2023)

RILA: Reflective and Imaginative Language Agent for Zero-Shot Semantic Audio-Visual Navigation. - Zeyuan Yang 002; Jiageng Lin; Peihao Chen; Anoop Cherian; Tim K. Marks; Jonathan Le Roux; Chuang Gan 001 (CVPR, 2024)

SpecDiff-GAN: A Spectrally-Shaped Noise Diffusion GAN for Speech and Music Synthesis. - Teysir Baoueb; Haocheng Liu; Mathieu Fontaine 002; Jonathan Le Roux; Gaël Richard (ICASSP, 2024)

Generation or Replication: Auscultating Audio Latent Diffusion Models. - Dimitrios Bralios; Gordon Wichern; François G. Germain; Zexu Pan; Sameer Khurana; Chiori Hori; Jonathan Le Roux (ICASSP, 2024)

WI-FI based Indoor Monitoring Enhanced by Multimodal Fusion. - Chiori Hori; Pu Wang 004; Mahbub Rahman; Cristian J. Vaca-Rubio; Sameer Khurana; Anoop Cherian; Jonathan Le Roux (ICASSP, 2024)

Why Does Music Source Separation Benefit from Cacophony? - Chang-Bin Jeon; Gordon Wichern; François G. Germain; Jonathan Le Roux (ICASSP Workshops, 2024)

GLA-GRAD: A Griffin-Lim Extended Waveform Generation Diffusion Model. - Haocheng Liu; Teysir Baoueb; Mathieu Fontaine 002; Jonathan Le Roux; Gaël Richard (ICASSP, 2024)

NIIRF: Neural IIR Filter Field for HRTF Upsampling and Personalization. - Yoshiki Masuyama; Gordon Wichern; François G. Germain; Zexu Pan; Sameer Khurana; Chiori Hori; Jonathan Le Roux (ICASSP, 2024)

NeuroHeed+: Improving Neuro-Steered Speaker Extraction with Joint Auditory Attention Detection. - Zexu Pan; Gordon Wichern; François G. Germain; Sameer Khurana; Jonathan Le Roux (ICASSP, 2024)

Late Audio-Visual Fusion for in-the-Wild Speaker Diarization. - Zexu Pan; Gordon Wichern; François G. Germain; Aswin Shanmugam Subramanian; Jonathan Le Roux (ICASSP Workshops, 2024)

Improving Audio Captioning Models with Fine-Grained Audio Features, Text Embedding Supervision, and LLM Mix-Up Augmentation. - Shih-Lun Wu; Xuankai Chang; Gordon Wichern; Jee-Weon Jung; François G. Germain; Jonathan Le Roux; Shinji Watanabe 001 (ICASSP, 2024)

Speech dereverberation constrained on room impulse response characteristics. - Louis Bahrman; Mathieu Fontaine 002; Jonathan Le Roux; Gaël Richard (INTERSPEECH, 2024)

Sound Event Bounding Boxes. - Janek Ebbers; François G. Germain; Gordon Wichern; Jonathan Le Roux (INTERSPEECH, 2024)

ZeroST: Zero-Shot Speech Translation. - Sameer Khurana; Chiori Hori; Antoine Laurent; Gordon Wichern; Jonathan Le Roux (INTERSPEECH, 2024)

PARIS: Pseudo-AutoRegressIve Siamese Training for Online Speech Separation. - Zexu Pan; Gordon Wichern; François G. Germain; Kohei Saijo; Jonathan Le Roux (INTERSPEECH, 2024)

Enhanced Reverberation as Supervision for Unsupervised Speech Separation. - Kohei Saijo; Gordon Wichern; François G. Germain; Zexu Pan; Jonathan Le Roux (INTERSPEECH, 2024)

Disentangled Acoustic Fields For Multimodal Physical Scene Understanding. - Jie Yin; Andrew Luo; Yilun Du; Anoop Cherian; Tim K. Marks; Jonathan Le Roux; Chuang Gan 001 (IROS, 2024)

TF-Locoformer: Transformer with Local Modeling by Convolution for Speech Separation and Enhancement. - Kohei Saijo; Gordon Wichern; François G. Germain; Zexu Pan; Jonathan Le Roux (IWAENC, 2024)

SMITIN: Self-Monitored Inference-Time INtervention for Generative Music Transformers. - Junghyun Koo; Gordon Wichern; François G. Germain; Sameer Khurana; Jonathan Le Roux (CoRR, 2024)

TS-SEP: Joint Diarization and Separation Conditioned on Estimated Speaker Embeddings. - Christoph Böddeker; Aswin Shanmugam Subramanian; Gordon Wichern; Reinhold Haeb-Umbach; Jonathan Le Roux (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

The Sound Demixing Challenge 2023 - Cinematic Demixing Track. - Stefan Uhlich; Giorgio Fabbro; Masato Hirano; Shusuke Takahashi; Gordon Wichern; Jonathan Le Roux; Dipam Chakraborty; Sharada Mohanty; Kai Li; Yi Luo 004; Jianwei Yu 001; Rongzhi Gu; et al. (Trans. Int. Soc. Music. Inf. Retr., 2024)

No Class Left Behind: A Closer Look at Class Balancing for Audio Tagging. - Janek Ebbers; François G. Germain; Kevin Wilkinghoff; Gordon Wichern; Jonathan Le Roux (ICASSP, 2025)

O-EENC-SD: Efficient Online End-to-End Neural Clustering for Speaker Diarization. - Elio Gruttadauria; Mathieu Fontaine 002; Jonathan Le Roux; Slim Essid (ICASSP, 2025)

Interactive Robot Action Replanning using Multimodal LLM Trained from Human Demonstration Videos. - Chiori Hori; Motonari Kambara; Komei Sugiura; Kei Ota; Sameer Khurana; Siddarth Jain; Radu Corcodel; Devesh K. Jha; Diego Romeres; Jonathan Le Roux (ICASSP, 2025)

Retrieval-Augmented Neural Field for HRTF Upsampling and Personalization. - Yoshiki Masuyama; Gordon Wichern; François G. Germain; Christopher Ick; Jonathan Le Roux (ICASSP, 2025)

Leveraging Audio-Only Data for Text-Queried Target Sound Extraction. - Kohei Saijo; Janek Ebbers; François G. Germain; Sameer Khurana; Gordon Wichern; Jonathan Le Roux (ICASSP, 2025)

Task-Aware Unified Source Separation. - Kohei Saijo; Janek Ebbers; François G. Germain; Gordon Wichern; Jonathan Le Roux (ICASSP, 2025)

Keeping the Balance: Anomaly Score Calculation for Domain Generalization. - Kevin Wilkinghoff; Haici Yang; Janek Ebbers; François G. Germain; Gordon Wichern; Jonathan Le Roux (ICASSP, 2025)

Handling Domain Shifts for Anomalous Sound Detection: A Review of DCASE-Related Work. - Kevin Wilkinghoff; Takuya Fujimura; Keisuke Imoto; Jonathan Le Roux; Zheng-Hua Tan; Tomoki Toda (CoRR, 2025)

Data Augmentation Using Neural Acoustic Fields With Retrieval-Augmented Pre-training. - Christopher Ick; Gordon Wichern; Yoshiki Masuyama; François G. Germain; Jonathan Le Roux (CoRR, 2025)

Direction-Aware Neural Acoustic Fields for Few-Shot Interpolation of Ambisonic Impulse Responses. - Christopher Ick; Gordon Wichern; Yoshiki Masuyama; François G. Germain; Jonathan Le Roux (CoRR, 2025)

HASRD: Hierarchical Acoustic and Semantic Representation Disentanglement. - Amir Hussein; Sameer Khurana; Gordon Wichern; François G. Germain; Jonathan Le Roux (CoRR, 2025)

Factorized RVQ-GAN For Disentangled Speech Tokenization. - Sameer Khurana; Dominik Klement; Antoine Laurent; Dominik Bobos; Juraj Novosad; Peter Gazdik; Ellen Zhang; Zili Huang; Amir Hussein; Ricard Marxer; Yoshiki Masuyama; Ryo Aihara; et al. (CoRR, 2025)

Physics-Informed Direction-Aware Neural Acoustic Fields. - Yoshiki Masuyama; François G. Germain; Gordon Wichern; Christopher Ick; Jonathan Le Roux (CoRR, 2025)

FasTUSS: Faster Task-Aware Unified Source Separation. - Francesco Paissan; Gordon Wichern; Yoshiki Masuyama; Ryo Aihara; François G. Germain; Kohei Saijo; Jonathan Le Roux (CoRR, 2025)