| 2025 | ASRU | Robot Confirmation Generation and Action Planning Using Long-context Q-Former Integrated with Multimodal LLM. | Chiori Hori, Yoshiki Masuyama, Siddarth Jain, Radu Corcodel, Devesh K. Jha, Diego Romeres, Jonathan Le Roux |
| 2025 | ICASSP | No Class Left Behind: A Closer Look at Class Balancing for Audio Tagging. | Janek Ebbers, Franois G. Germain, Kevin Wilkinghoff, Gordon Wichern, Jonathan Le Roux |
| 2025 | ICASSP | O-EENC-SD: Efficient Online End-to-End Neural Clustering for Speaker Diarization. | Elio Gruttadauria, Mathieu Fontaine, Jonathan Le Roux, Slim Essid |
| 2025 | ICASSP | 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 |
| 2025 | ICASSP | Retrieval-Augmented Neural Field for HRTF Upsampling and Personalization. | Yoshiki Masuyama, Gordon Wichern, Franois G. Germain, Christopher Ick, Jonathan Le Roux |
| 2025 | ICASSP | Leveraging Audio-Only Data for Text-Queried Target Sound Extraction. | Kohei Saijo, Janek Ebbers, Franois G. Germain, Sameer Khurana, Gordon Wichern, Jonathan Le Roux |
| 2025 | ICASSP | Task-Aware Unified Source Separation. | Kohei Saijo, Janek Ebbers, Franois G. Germain, Gordon Wichern, Jonathan Le Roux |
| 2025 | ICASSP | Keeping the Balance: Anomaly Score Calculation for Domain Generalization. | Kevin Wilkinghoff, Haici Yang, Janek Ebbers, Franois G. Germain, Gordon Wichern, Jonathan Le Roux |
| 2025 | Interspeech | HASRD: Hierarchical Acoustic and Semantic Representation Disentanglement. | Amir Hussein, Sameer Khurana, Gordon Wichern, Franois G. Germain, Jonathan Le Roux |
| 2025 | Interspeech | Direction-Aware Neural Acoustic Fields for Few-Shot Interpolation of Ambisonic Impulse Responses. | Christopher Ick, Gordon Wichern, Yoshiki Masuyama, Franois G. Germain, Jonathan Le Roux |
| 2025 | Interspeech | 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, Chiori Hori, Franois G. Germain, Gordon Wichern, Jonathan Le Roux |
| 2025 | Interspeech | Investigating continuous autoregressive generative speech enhancement. | Haici Yang, Gordon Wichern, Ryo Aihara, Yoshiki Masuyama, Sameer Khurana, Franois G. Germain, Jonathan Le Roux |
| 2024 | CVPR | RILA: Reflective and Imaginative Language Agent for Zero-Shot Semantic Audio-Visual Navigation. | Zeyuan Yang, Jiageng Lin, Peihao Chen, Anoop Cherian, Tim K. Marks, Jonathan Le Roux, Chuang Gan |
| 2024 | ICASSP | SpecDiff-GAN: A Spectrally-Shaped Noise Diffusion GAN for Speech and Music Synthesis. | Teysir Baoueb, Haocheng Liu, Mathieu Fontaine, Jonathan Le Roux, Gal Richard |
| 2024 | ICASSP | Generation or Replication: Auscultating Audio Latent Diffusion Models. | Dimitrios Bralios, Gordon Wichern, Franois G. Germain, Zexu Pan, Sameer Khurana, Chiori Hori, Jonathan Le Roux |
| 2024 | ICASSP | WI-FI based Indoor Monitoring Enhanced by Multimodal Fusion. | Chiori Hori, Pu Wang, Mahbub Rahman, Cristian J. Vaca-Rubio, Sameer Khurana, Anoop Cherian, Jonathan Le Roux |
| 2024 | ICASSP | Why Does Music Source Separation Benefit from Cacophony? | Chang-Bin Jeon, Gordon Wichern, Franois G. Germain, Jonathan Le Roux |
| 2024 | ICASSP | GLA-GRAD: A Griffin-Lim Extended Waveform Generation Diffusion Model. | Haocheng Liu, Teysir Baoueb, Mathieu Fontaine, Jonathan Le Roux, Gal Richard |
| 2024 | ICASSP | NIIRF: Neural IIR Filter Field for HRTF Upsampling and Personalization. | Yoshiki Masuyama, Gordon Wichern, Franois G. Germain, Zexu Pan, Sameer Khurana, Chiori Hori, Jonathan Le Roux |
| 2024 | ICASSP | NeuroHeed+: Improving Neuro-Steered Speaker Extraction with Joint Auditory Attention Detection. | Zexu Pan, Gordon Wichern, Franois G. Germain, Sameer Khurana, Jonathan Le Roux |
| 2024 | ICASSP | Late Audio-Visual Fusion for in-the-Wild Speaker Diarization. | Zexu Pan, Gordon Wichern, Franois G. Germain, Aswin Shanmugam Subramanian, Jonathan Le Roux |
| 2024 | ICASSP | 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, Franois G. Germain, Jonathan Le Roux, Shinji Watanabe |
| 2024 | Interspeech | Speech dereverberation constrained on room impulse response characteristics. | Louis Bahrman, Mathieu Fontaine, Jonathan Le Roux, Gal Richard |
| 2024 | Interspeech | Sound Event Bounding Boxes. | Janek Ebbers, Franois G. Germain, Gordon Wichern, Jonathan Le Roux |
| 2024 | Interspeech | ZeroST: Zero-Shot Speech Translation. | Sameer Khurana, Chiori Hori, Antoine Laurent, Gordon Wichern, Jonathan Le Roux |
| 2024 | Interspeech | PARIS: Pseudo-AutoRegressIve Siamese Training for Online Speech Separation. | Zexu Pan, Gordon Wichern, Franois G. Germain, Kohei Saijo, Jonathan Le Roux |
| 2024 | Interspeech | Enhanced Reverberation as Supervision for Unsupervised Speech Separation. | Kohei Saijo, Gordon Wichern, Franois G. Germain, Zexu Pan, Jonathan Le Roux |
| 2024 | IROS | Disentangled Acoustic Fields For Multimodal Physical Scene Understanding. | Jie Yin, Andrew Luo, Yilun Du, Anoop Cherian, Tim K. Marks, Jonathan Le Roux, Chuang Gan |
| 2023 | ASRU | Scenario-Aware Audio-Visual TF-Gridnet for Target Speech Extraction. | Zexu Pan, Gordon Wichern, Yoshiki Masuyama, Franois G. Germain, Sameer Khurana, Chiori Hori, Jonathan Le Roux |
| 2023 | ICASSP | Reverberation as Supervision For Speech Separation. | Rohith Aralikatti, Christoph Bddeker, Gordon Wichern, Aswin Shanmugam Subramanian, Jonathan Le Roux |
| 2023 | ICASSP | Latent Iterative Refinement for Modular Source Separation. | Dimitrios Bralios, Efthymios Tzinis, Gordon Wichern, Paris Smaragdis, Jonathan Le Roux |
| 2023 | ICASSP | Paᗧ-HuBERT: Self-Supervised Music Source Separation Via Primitive Auditory Clustering And Hidden-Unit Bert. | Ke Chen, Gordon Wichern, Franois G. Germain, Jonathan Le Roux |
| 2023 | ICASSP | Hyperbolic Audio Source Separation. | Darius Petermann, Gordon Wichern, Aswin Shanmugam Subramanian, Jonathan Le Roux |
| 2023 | ICASSP | Optimal Condition Training for Target Source Separation. | Efthymios Tzinis, Gordon Wichern, Paris Smaragdis, Jonathan Le Roux |
| 2023 | ICASSP | Cold Diffusion for Speech Enhancement. | Hao Yen, Franois G. Germain, Gordon Wichern, Jonathan Le Roux |
| 2023 | Interspeech | 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 |
| 2022 | AAAI | (2.5+1)D Spatio-Temporal Scene Graphs for Video Question Answering. | Anoop Cherian, Chiori Hori, Tim K. Marks, Jonathan Le Roux |
| 2022 | ICASSP | Extended Graph Temporal Classification for Multi-Speaker End-to-End ASR. | Xuankai Chang, Niko Moritz, Takaaki Hori, Shinji Watanabe, Jonathan Le Roux |
| 2022 | ICASSP | Advancing Momentum Pseudo-Labeling with Conformer and Initialization Strategy. | Yosuke Higuchi, Niko Moritz, Jonathan Le Roux, Takaaki Hori |
| 2022 | ICASSP | Sequence Transduction with Graph-Based Supervision. | Niko Moritz, Takaaki Hori, Shinji Watanabe, Jonathan Le Roux |
| 2022 | ICASSP | The Cocktail Fork Problem: Three-Stem Audio Separation for Real-World Soundtracks. | Darius Petermann, Gordon Wichern, Zhong-Qiu Wang, Jonathan Le Roux |
| 2022 | ICASSP | Audio-Visual Scene-Aware Dialog and Reasoning Using Audio-Visual Transformers with Joint Student-Teacher Learning. | Ankit P. Shah, Shijie Geng, Peng Gao, Anoop Cherian, Takaaki Hori, Tim K. Marks, Jonathan Le Roux, Chiori Hori |
| 2022 | ICASSP | Locate This, Not that: Class-Conditioned Sound Event DOA Estimation. | Olga Slizovskaia, Gordon Wichern, Zhong-Qiu Wang, Jonathan Le Roux |
| 2022 | Interspeech | Low-Latency Online Streaming VideoQA Using Audio-Visual Transformers. | Chiori Hori, Takaaki Hori, Jonathan Le Roux |
| 2022 | Interspeech | Heterogeneous Target Speech Separation. | Efthymios Tzinis, Gordon Wichern, Aswin Shanmugam Subramanian, Paris Smaragdis, Jonathan Le Roux |
| 2021 | AAAI | Dynamic Graph Representation Learning for Video Dialog via Multi-Modal Shuffled Transformers. | Shijie Geng, Peng Gao, Moitreya Chatterjee, Chiori Hori, Jonathan Le Roux, Yongfeng Zhang, Hongsheng Li, Anoop Cherian |
| 2021 | ICASSP | Transcription Is All You Need: Learning To Separate Musical Mixtures With Score As Supervision. | Yun-Ning Hung, Gordon Wichern, Jonathan Le Roux |
| 2021 | ICASSP | Unsupervised Domain Adaptation for Speech Recognition via Uncertainty Driven Self-Training. | Sameer Khurana, Niko Moritz, Takaaki Hori, Jonathan Le Roux |
| 2021 | ICASSP | Capturing Multi-Resolution Context by Dilated Self-Attention. | Niko Moritz, Takaaki Hori, Jonathan Le Roux |
| 2021 | ICASSP | Semi-Supervised Speech Recognition Via Graph-Based Temporal Classification. | Niko Moritz, Takaaki Hori, Jonathan Le Roux |
| 2021 | ICCV | Visual Scene Graphs for Audio Source Separation. | Moitreya Chatterjee, Jonathan Le Roux, Narendra Ahuja, Anoop Cherian |
| 2021 | Interspeech | Momentum Pseudo-Labeling for Semi-Supervised Speech Recognition. | Yosuke Higuchi, Niko Moritz, Jonathan Le Roux, Takaaki Hori |
| 2021 | Interspeech | Optimizing Latency for Online Video Captioning Using Audio-Visual Transformers. | Chiori Hori, Takaaki Hori, Jonathan Le Roux |
| 2021 | Interspeech | Advanced Long-Context End-to-End Speech Recognition Using Context-Expanded Transformers. | Takaaki Hori, Niko Moritz, Chiori Hori, Jonathan Le Roux |
| 2021 | Interspeech | Dual Causal/Non-Causal Self-Attention for Streaming End-to-End Speech Recognition. | Niko Moritz, Takaaki Hori, Jonathan Le Roux |
| 2020 | ICASSP | End-To-End Multi-Speaker Speech Recognition With Transformer. | Xuankai Chang, Wangyou Zhang, Yanmin Qian, Jonathan Le Roux, Shinji Watanabe |
| 2020 | ICASSP | WHAMR!: Noisy and Reverberant Single-Channel Speech Separation. | Matthew Maciejewski, Gordon Wichern, Emmett McQuinn, Jonathan Le Roux |
| 2020 | ICASSP | Streaming Automatic Speech Recognition with the Transformer Model. | Niko Moritz, Takaaki Hori, Jonathan Le Roux |
| 2020 | ICASSP | Learning to Separate Sounds from Weakly Labeled Scenes. | Fatemeh Pishdadian, Gordon Wichern, Jonathan Le Roux |
| 2020 | ICASSP | Unsupervised Speaker Adaptation Using Attention-Based Speaker Memory for End-to-End ASR. | Leda Sari, Niko Moritz, Takaaki Hori, Jonathan Le Roux |
| 2020 | Interspeech | Transformer-Based Long-Context End-to-End Speech Recognition. | Takaaki Hori, Niko Moritz, Chiori Hori, Jonathan Le Roux |
| 2020 | Interspeech | Detecting Audio Attacks on ASR Systems with Dropout Uncertainty. | Tejas Jayashankar, Jonathan Le Roux, Pierre Moulin |
| 2020 | Interspeech | All-in-One Transformer: Unifying Speech Recognition, Audio Tagging, and Event Detection. | Niko Moritz, Gordon Wichern, Takaaki Hori, Jonathan Le Roux |
| 2019 | ASRU | MIMO-Speech: End-to-End Multi-Channel Multi-Speaker Speech Recognition. | Xuankai Chang, Wangyou Zhang, Yanmin Qian, Jonathan Le Roux, Shinji Watanabe |
| 2019 | ASRU | Streaming End-to-End Speech Recognition with Joint CTC-Attention Based Models. | Niko Moritz, Takaaki Hori, Jonathan Le Roux |
| 2019 | ICASSP | Teacher-student Deep Clustering for Low-delay Single Channel Speech Separation. | Ryo Aihara, Toshiyuki Hanazawa, Yohei Okato, Gordon Wichern, Jonathan Le Roux |
| 2019 | ICASSP | Cycle-consistency Training for End-to-end Speech Recognition. | Takaaki Hori, Ramn Fernandez Astudillo, Tomoki Hayashi, Yu Zhang, Shinji Watanabe, Jonathan Le Roux |
| 2019 | ICASSP | Triggered Attention for End-to-end Speech Recognition. | Niko Moritz, Takaaki Hori, Jonathan Le Roux |
| 2019 | ICASSP | SDR - Half-baked or Well Done? | Jonathan Le Roux, Scott Wisdom, Hakan Erdogan, John R. Hershey |
| 2019 | ICASSP | The Phasebook: Building Complex Masks via Discrete Representations for Source Separation. | Jonathan Le Roux, Gordon Wichern, Shinji Watanabe, Andy M. Sarroff, John R. Hershey |
| 2019 | ICASSP | Bootstrapping Single-channel Source Separation via Unsupervised Spatial Clustering on Stereo Mixtures. | Prem Seetharaman, Gordon Wichern, Jonathan Le Roux, Bryan Pardo |
| 2019 | ICASSP | Class-conditional Embeddings for Music Source Separation. | Prem Seetharaman, Gordon Wichern, Shrikant Venkataramani, Jonathan Le Roux |
| 2019 | Interspeech | Unidirectional Neural Network Architectures for End-to-End Automatic Speech Recognition. | Niko Moritz, Takaaki Hori, Jonathan Le Roux |
| 2019 | Interspeech | Vectorized Beam Search for CTC-Attention-Based Speech Recognition. | Hiroshi Seki, Takaaki Hori, Shinji Watanabe, Niko Moritz, Jonathan Le Roux |
| 2019 | Interspeech | End-to-End Multilingual Multi-Speaker Speech Recognition. | Hiroshi Seki, Takaaki Hori, Shinji Watanabe, Jonathan Le Roux, John R. Hershey |
| 2019 | Interspeech | 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 |
| 2018 | ACL | A Purely End-to-End System for Multi-speaker Speech Recognition. | Hiroshi Seki, Takaaki Hori, Shinji Watanabe, Jonathan Le Roux, John R. Hershey |
| 2018 | ICASSP | An End-to-End Language-Tracking Speech Recognizer for Mixed-Language Speech. | Hiroshi Seki, Shinji Watanabe, Takaaki Hori, Jonathan Le Roux, John R. Hershey |
| 2018 | ICASSP | End-to-End Multi-Speaker Speech Recognition. | Shane Settle, Jonathan Le Roux, Takaaki Hori, Shinji Watanabe, John R. Hershey |
| 2018 | ICASSP | Multi-Channel Deep Clustering: Discriminative Spectral and Spatial Embeddings for Speaker-Independent Speech Separation. | Zhong-Qiu Wang, Jonathan Le Roux, John R. Hershey |
| 2018 | ICASSP | Alternative Objective Functions for Deep Clustering. | Zhong-Qiu Wang, Jonathan Le Roux, John R. Hershey |
| 2018 | Interspeech | End-to-End Speech Separation with Unfolded Iterative Phase Reconstruction. | Zhong-Qiu Wang, Jonathan Le Roux, DeLiang Wang, John R. Hershey |
| 2017 | ICASSP | BLSTM-HMM hybrid system combined with sound activity detection network for polyphonic Sound Event Detection. | Tomoki Hayashi, Shinji Watanabe, Tomoki Toda, Takaaki Hori, Jonathan Le Roux, Kazuya Takeda |
| 2017 | ICASSP | Deep clustering and conventional networks for music separation: Stronger together. | Yi Luo, Zhuo Chen, John R. Hershey, Jonathan Le Roux, Nima Mesgarani |
| 2017 | ICASSP | Student-teacher network learning with enhanced features. | Shinji Watanabe, Takaaki Hori, Jonathan Le Roux, John R. Hershey |
| 2017 | Interspeech | 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, Jonathan Le Roux |
| 2016 | ICASSP | Deep clustering: Discriminative embeddings for segmentation and separation. | John R. Hershey, Zhuo Chen, Jonathan Le Roux, Shinji Watanabe |
| 2016 | ICASSP | Deep unfolding for multichannel source separation. | Scott Wisdom, John R. Hershey, Jonathan Le Roux, Shinji Watanabe |
| 2016 | Interspeech | Improved MVDR Beamforming Using Single-Channel Mask Prediction Networks. | Hakan Erdogan, John R. Hershey, Shinji Watanabe, Michael I. Mandel, Jonathan Le Roux |
| 2016 | Interspeech | Single-Channel Multi-Speaker Separation Using Deep Clustering. | Yusuf Ziya Isik, Jonathan Le Roux, Zhuo Chen, Shinji Watanabe, John R. Hershey |
| 2015 | ASRU | The MERL/SRI system for the 3RD CHiME challenge using beamforming, robust feature extraction, and advanced speech recognition. | Takaaki Hori, Zhuo Chen, Hakan Erdogan, John R. Hershey, Jonathan Le Roux, Vikramjit Mitra, Shinji Watanabe |
| 2015 | ICASSP | Phase-sensitive and recognition-boosted speech separation using deep recurrent neural networks. | Hakan Erdogan, John R. Hershey, Shinji Watanabe, Jonathan Le Roux |
| 2015 | ICASSP | Deep NMF for speech separation. | Jonathan Le Roux, John R. Hershey, Felix Weninger |
| 2015 | ICASSP | Micbots: Collecting large realistic datasets for speech and audio research using mobile robots. | Jonathan Le Roux, Emmanuel Vincent, John R. Hershey, Daniel P. W. Ellis |
| 2014 | ICASSP | Non-negative source-filter dynamical system for speech enhancement. | Umut Simsekli, Jonathan Le Roux, John R. Hershey |
| 2014 | ICASSP | Black box optimization for automatic speech recognition. | Shinji Watanabe, Jonathan Le Roux |
| 2014 | Interspeech | Sequential maximum mutual information linear discriminant analysis for speech recognition. | Yuuki Tachioka, Shinji Watanabe, Jonathan Le Roux, John R. Hershey |
| 2014 | Interspeech | Discriminative NMF and its application to single-channel source separation. | Felix Weninger, Jonathan Le Roux, John R. Hershey, Shinji Watanabe |
| 2013 | ASRU | A generalized discriminative training framework for system combination. | Yuuki Tachioka, Shinji Watanabe, Jonathan Le Roux, John R. Hershey |
| 2013 | ASRU | The second 'CHiME' speech separation and recognition challenge: An overview of challenge systems and outcomes. | Emmanuel Vincent, Jon Barker, Shinji Watanabe, Jonathan Le Roux, Francesco Nesta, Marco Matassoni |
| 2013 | ICASSP | Non-negative dynamical system with application to speech and audio. | Cdric Fvotte, Jonathan Le Roux, John R. Hershey |
| 2013 | ICASSP | Source localization in reverberant environments using sparse optimization. | Jonathan Le Roux, Petros T. Boufounos, Kang Kang, John R. Hershey |
| 2013 | ICASSP | The second 'chime' speech separation and recognition challenge: Datasets, tasks and baselines. | Emmanuel Vincent, Jon Barker, Shinji Watanabe, Jonathan Le Roux, Francesco Nesta, Marco Matassoni |
| 2013 | IJCNLP | Statistical Dialogue Management using Intention Dependency Graph. | Koichiro Yoshino, Shinji Watanabe, Jonathan Le Roux, John R. Hershey |
| 2012 | ICASSP | Indirect model-based speech enhancement. | Jonathan Le Roux, John R. Hershey |
| 2011 | ICASSP | Infinite-state spectrum model for music signal analysis. | Masahiro Nakano, Jonathan Le Roux, Hirokazu Kameoka, Nobutaka Ono, Shigeki Sagayama |
| 2010 | Interspeech | A statistical model of speech F0 contours. | Hirokazu Kameoka, Jonathan Le Roux, Yasunori Ohishi |
| 2008 | ICASSP | Modulation analysis of speech through orthogonal FIR filterbank optimization. | Jonathan Le Roux, Hirokazu Kameoka, Nobutaka Ono, Shigeki Sagayama, Alain de Cheveign |
| 2008 | Interspeech | Computational auditory induction by missing-data non-negative matrix factorization. | Jonathan Le Roux, Hirokazu Kameoka, Nobutaka Ono, Alain de Cheveign, Shigeki Sagayama |
| 2008 | Interspeech | Explicit consistency constraints for STFT spectrograms and their application to phase reconstruction. | Jonathan Le Roux, Nobutaka Ono, Shigeki Sagayama |
| 2007 | ICASSP | MEG Signal Denoising Based on Time-Shift PCA. | Alain de Cheveign, Jonathan Le Roux, Jonathan Z. Simon |
| 2007 | ICASSP | Harmonic-Temporal Clustering of Speech for Single and Multiple F0 Contour Estimation in Noisy Environments. | Jonathan Le Roux, Hirokazu Kameoka, Nobutaka Ono, Alain de Cheveign, Shigeki Sagayama |
| 2006 | Interspeech | Speech analyzer using a joint estimation model of spectral envelope and fine structure. | Hirokazu Kameoka, Jonathan Le Roux, Nobutaka Ono, Shigeki Sagayama |
| 2005 | Interspeech | Optimization methods for discriminative training. | Jonathan Le Roux, Erik McDermott |
| 2002 | WSCG | Fast Algorithms of Plant Computation Based on Substructure Instances. | Hongping Yan, Jean Franois Barczi, Philippe de Reffye, Bao-Gang Hu, Marc Jaeger, Jonathan Le Roux |