MusicRL: Aligning Music Generation to Human Preferences.

Damien Vincent Geoffrey Cideron Sertan Girgin Mauro Verzetti Damien Vincent Matej Kastelic Zalán Borsos Brian McWilliams Victor Ungureanu Olivier Bachem Olivier Pietquin Matthieu Geist Léonard Hussenot Neil Zeghidour Andrea Agostinelli MusicRL: Aligning Music Generation to Human Preferences. 2024 ICML https://proceedings.mlr.press/v235/cideron24a.html https://openreview.net/forum?id=EruV94XRDs conf/icml/2024 db/conf/icml/icml2024.html#CideronGVVKBMUB24 8968-8984

Geoffrey Cideron Sertan Girgin Mauro Verzetti Damien Vincent Matej Kastelic Zalán Borsos Brian McWilliams Victor Ungureanu Olivier Bachem Olivier Pietquin Matthieu Geist Léonard Hussenot Neil Zeghidour Andrea Agostinelli MusicRL: Aligning Music Generation to Human Preferences. 2024 abs/2402.04229 CoRR https://doi.org/10.48550/arXiv.2402.04229 db/journals/corr/corr2402.html#abs-2402-04229

Eugene Kharitonov Damien Vincent Zalán Borsos Raphaël Marinier Sertan Girgin Olivier Pietquin Matt Sharifi Marco Tagliasacchi Neil Zeghidour Speak, Read and Prompt: High-Fidelity Text-to-Speech with Minimal Supervision. 1703-1718 2023 11 Trans. Assoc. Comput. Linguistics https://doi.org/10.1162/tacl_a_00618 db/journals/tacl/tacl11.html#KharitonovVBMGP23

Zalán Borsos Raphaël Marinier Damien Vincent Eugene Kharitonov Olivier Pietquin Matthew Sharifi Dominik Roblek Olivier Teboul David Grangier Marco Tagliasacchi Neil Zeghidour AudioLM: A Language Modeling Approach to Audio Generation. 2523-2533 2023 31 IEEE ACM Trans. Audio Speech Lang. Process. https://doi.org/10.1109/TASLP.2023.3288409 db/journals/taslp/taslp31.html#BorsosMVKPSRTGTZ23

Eugene Kharitonov Damien Vincent Zalán Borsos Raphaël Marinier Sertan Girgin Olivier Pietquin Matthew Sharifi Marco Tagliasacchi Neil Zeghidour Speak, Read and Prompt: High-Fidelity Text-to-Speech with Minimal Supervision. 2023 abs/2302.03540 CoRR https://doi.org/10.48550/arXiv.2302.03540 db/journals/corr/corr2302.html#abs-2302-03540

Zalán Borsos Matthew Sharifi Damien Vincent Eugene Kharitonov Neil Zeghidour Marco Tagliasacchi SoundStorm: Efficient Parallel Audio Generation. 2023 abs/2305.09636 CoRR https://doi.org/10.48550/arXiv.2305.09636 db/journals/corr/corr2305.html#abs-2305-09636

Paul K. Rubenstein Chulayuth Asawaroengchai Duc Dung Nguyen Ankur Bapna Zalán Borsos Félix de Chaumont Quitry Peter Chen Dalia El Badawy Wei Han 0002 Eugene Kharitonov Hannah Muckenhirn Dirk Padfield James Qin Danny Rozenberg Tara N. Sainath Johan Schalkwyk Matthew Sharifi Michelle Tadmor Ramanovich Marco Tagliasacchi Alexandru Tudor Mihajlo Velimirovic Damien Vincent Jiahui Yu Yongqiang Wang 0011 Vicky Zayats Neil Zeghidour Yu Zhang 0033 Zhishuai Zhang Lukas Zilka Christian Havnø Frank AudioPaLM: A Large Language Model That Can Speak and Listen. 2023 abs/2306.12925 CoRR https://doi.org/10.48550/arXiv.2306.12925 db/journals/corr/corr2306.html#abs-2306-12925

Robert Dadashi Léonard Hussenot Damien Vincent Sertan Girgin Anton Raichuk Matthieu Geist Olivier Pietquin Continuous Control with Action Quantization from Demonstrations. 4537-4557 2022 ICML https://proceedings.mlr.press/v162/dadashi22a.html conf/icml/2022 db/conf/icml/icml2022.html#DadashiHVGRGP22

Zalán Borsos Raphaël Marinier Damien Vincent Eugene Kharitonov Olivier Pietquin Matthew Sharifi Olivier Teboul David Grangier Marco Tagliasacchi Neil Zeghidour AudioLM: a Language Modeling Approach to Audio Generation. 2022 abs/2209.03143 CoRR https://doi.org/10.48550/arXiv.2209.03143 https://www.wikidata.org/entity/Q114458606 db/journals/corr/corr2209.html#abs-2209-03143

Léonard Hussenot Marcin Andrychowicz Damien Vincent Robert Dadashi Anton Raichuk Sabela Ramos Nikola Momchev Sertan Girgin Raphaël Marinier Lukasz Stafiniak Manu Orsini Olivier Bachem Matthieu Geist Olivier Pietquin Hyperparameter Selection for Imitation Learning. 4511-4522 2021 ICML http://proceedings.mlr.press/v139/hussenot21a.html conf/icml/2021 db/conf/icml/icml2021.html#HussenotAVDRRMG21 Manu Orsini Anton Raichuk Léonard Hussenot Damien Vincent Robert Dadashi Sertan Girgin Matthieu Geist Olivier Bachem Olivier Pietquin Marcin Andrychowicz What Matters for Adversarial Imitation Learning? 14656-14668 2021 NeurIPS https://proceedings.neurips.cc/paper/2021/hash/7b647a7d88f4d6319bf0d600d168dbeb-Abstract.html conf/nips/2021 db/conf/nips/neurips2021.html#OrsiniRHVDGGBPA21

Léonard Hussenot Marcin Andrychowicz Damien Vincent Robert Dadashi Anton Raichuk Lukasz Stafiniak Sertan Girgin Raphaël Marinier Nikola Momchev Sabela Ramos Manu Orsini Olivier Bachem Matthieu Geist Olivier Pietquin Hyperparameter Selection for Imitation Learning. 2021 abs/2105.12034 CoRR https://arxiv.org/abs/2105.12034 db/journals/corr/corr2105.html#abs-2105-12034

Manu Orsini Anton Raichuk Léonard Hussenot Damien Vincent Robert Dadashi Sertan Girgin Matthieu Geist Olivier Bachem Olivier Pietquin Marcin Andrychowicz What Matters for Adversarial Imitation Learning? 2021 abs/2106.00672 CoRR https://arxiv.org/abs/2106.00672 db/journals/corr/corr2106.html#abs-2106-00672

Robert Dadashi Léonard Hussenot Damien Vincent Sertan Girgin Anton Raichuk Matthieu Geist Olivier Pietquin Continuous Control with Action Quantization from Demonstrations. 2021 abs/2110.10149 CoRR https://arxiv.org/abs/2110.10149 db/journals/corr/corr2110.html#abs-2110-10149

Sabela Ramos Sertan Girgin Léonard Hussenot Damien Vincent Hanna Yakubovich Daniel Toyama Anita Gergely Piotr Stanczyk Raphaël Marinier Jeremiah Harmsen Olivier Pietquin Nikola Momchev RLDS: an Ecosystem to Generate, Share and Use Datasets in Reinforcement Learning. 2021 abs/2111.02767 CoRR https://arxiv.org/abs/2111.02767 db/journals/corr/corr2111.html#abs-2111-02767

Karol Kurach Anton Raichuk Piotr Stanczyk Michal Zajac 0005 Olivier Bachem Lasse Espeholt Carlos Riquelme Damien Vincent Marcin Michalski Olivier Bousquet Sylvain Gelly Google Research Football: A Novel Reinforcement Learning Environment. 4501-4510 2020 AAAI https://doi.org/10.1609/aaai.v34i04.5878 conf/aaai/2020 db/conf/aaai/aaai2020.html#KurachRSZBERVMB20 Nikolay Savinov Anton Raichuk Damien Vincent Raphaël Marinier Marc Pollefeys Timothy P. Lillicrap Sylvain Gelly Episodic Curiosity through Reachability. 2019 ICLR (Poster) https://openreview.net/forum?id=SkeK3s0qKQ conf/iclr/2019 db/conf/iclr/iclr2019.html#SavinovRVMPLG19 Carlos Riquelme Hugo Penedones Damien Vincent Hartmut Maennel Sylvain Gelly Timothy A. Mann André Barreto 0001 Gergely Neu Adaptive Temporal-Difference Learning for Policy Evaluation with Per-State Uncertainty Estimates. 11872-11882 2019 NeurIPS https://proceedings.neurips.cc/paper/2019/hash/816a6db41f0e44644bc65808b6db5ca4-Abstract.html http://papers.nips.cc/paper/9359-adaptive-temporal-difference-learning-for-policy-evaluation-with-per-state-uncertainty-estimates conf/nips/2019 db/conf/nips/nips2019.html#RiquelmePVMGMBN19

Hugo Penedones Carlos Riquelme Damien Vincent Hartmut Maennel Timothy A. Mann André Barreto 0001 Sylvain Gelly Gergely Neu Adaptive Temporal-Difference Learning for Policy Evaluation with Per-State Uncertainty Estimates. 2019 abs/1906.07987 CoRR http://arxiv.org/abs/1906.07987 db/journals/corr/corr1906.html#abs-1906-07987

Lucas Beyer Damien Vincent Olivier Teboul Sylvain Gelly Matthieu Geist Olivier Pietquin MULEX: Disentangling Exploitation from Exploration in Deep RL. 2019 abs/1907.00868 CoRR http://arxiv.org/abs/1907.00868 db/journals/corr/corr1907.html#abs-1907-00868

Nick Johnston Damien Vincent David Minnen Michele Covell Saurabh Singh Troy T. Chinen Sung Jin Hwang Joel Shor George Toderici Improved Lossy Image Compression With Priming and Spatially Adaptive Bit Rates for Recurrent Networks. 4385-4393 2018 CVPR http://openaccess.thecvf.com/content_cvpr_2018/html/Johnston_Improved_Lossy_Image_CVPR_2018_paper.html https://doi.org/10.1109/CVPR.2018.00461 https://doi.ieeecomputersociety.org/10.1109/CVPR.2018.00461 conf/cvpr/2018 db/conf/cvpr/cvpr2018.html#JohnstonVMCSCHS18 Francesco Locatello Damien Vincent Ilya O. Tolstikhin Gunnar Rätsch Sylvain Gelly Bernhard Schölkopf Clustering Meets Implicit Generative Models. 2018 ICLR (Workshop) https://openreview.net/forum?id=rk4QYDkwz conf/iclr/2018w db/conf/iclr/iclr2018w.html#LocatelloVTRGS18

David Minnen George Toderici Michele Covell Troy T. Chinen Nick Johnston Joel Shor Sung Jin Hwang Damien Vincent Saurabh Singh Spatially adaptive image compression using a tiled deep network. 2018 abs/1802.02629 CoRR http://arxiv.org/abs/1802.02629 db/journals/corr/corr1802.html#abs-1802-02629

Francesco Locatello Damien Vincent Ilya O. Tolstikhin Gunnar Rätsch Sylvain Gelly Bernhard Schölkopf Clustering Meets Implicit Generative Models. 2018 abs/1804.11130 CoRR http://arxiv.org/abs/1804.11130 db/journals/corr/corr1804.html#abs-1804-11130

Hugo Penedones Damien Vincent Hartmut Maennel Sylvain Gelly Timothy A. Mann André Barreto 0001 Temporal Difference Learning with Neural Networks - Study of the Leakage Propagation Problem. 2018 abs/1807.03064 CoRR http://arxiv.org/abs/1807.03064 db/journals/corr/corr1807.html#abs-1807-03064

Nikolay Savinov Anton Raichuk Raphaël Marinier Damien Vincent Marc Pollefeys Timothy P. Lillicrap Sylvain Gelly Episodic Curiosity through Reachability. 2018 abs/1810.02274 CoRR http://arxiv.org/abs/1810.02274 db/journals/corr/corr1810.html#abs-1810-02274

George Toderici Damien Vincent Nick Johnston Sung Jin Hwang David Minnen Joel Shor Michele Covell Full Resolution Image Compression with Recurrent Neural Networks. 5435-5443 2017 CVPR https://doi.org/10.1109/CVPR.2017.577 https://doi.ieeecomputersociety.org/10.1109/CVPR.2017.577 conf/cvpr/2017 db/conf/cvpr/cvpr2017.html#TodericiVJHMSC17 David Minnen George Toderici Michele Covell Troy T. Chinen Nick Johnston Joel Shor Sung Jin Hwang Damien Vincent Saurabh Singh Spatially adaptive image compression using a tiled deep network. 2796-2800 2017 ICIP https://doi.org/10.1109/ICIP.2017.8296792 conf/icip/2017 db/conf/icip/icip2017.html#MinnenTCCJSHVS17

Nick Johnston Damien Vincent David Minnen Michele Covell Saurabh Singh Troy T. Chinen Sung Jin Hwang Joel Shor George Toderici Improved Lossy Image Compression with Priming and Spatially Adaptive Bit Rates for Recurrent Networks. 2017 abs/1703.10114 CoRR http://arxiv.org/abs/1703.10114 db/journals/corr/corr1703.html#JohnstonVMCSCHS17

Michele Covell Nick Johnston David Minnen Sung Jin Hwang Joel Shor Saurabh Singh Damien Vincent George Toderici Target-Quality Image Compression with Recurrent, Convolutional Neural Networks. 2017 abs/1705.06687 CoRR http://arxiv.org/abs/1705.06687 db/journals/corr/corr1705.html#CovellJMHSSVT17

Karol Kurach Sylvain Gelly Michal Jastrzebski Philip Häusser Olivier Teytaud Damien Vincent Olivier Bousquet Better Text Understanding Through Image-To-Text Transfer. 2017 abs/1705.08386 CoRR http://arxiv.org/abs/1705.08386 db/journals/corr/corr1705.html#KurachGJHTVB17

Olivier Bousquet Sylvain Gelly Karol Kurach Marc Schoenauer Michèle Sebag Olivier Teytaud Damien Vincent Toward Optimal Run Racing: Application to Deep Learning Calibration. 2017 abs/1706.03199 CoRR http://arxiv.org/abs/1706.03199 db/journals/corr/corr1706.html#BousquetGKSSTV17

Olivier Bousquet Sylvain Gelly Karol Kurach Olivier Teytaud Damien Vincent Critical Hyper-Parameters: No Random, No Cry. 2017 abs/1706.03200 CoRR http://arxiv.org/abs/1706.03200 db/journals/corr/corr1706.html#BousquetGKTV17

George Toderici Sean M. O'Malley Sung Jin Hwang Damien Vincent David Minnen Shumeet Baluja Michele Covell Rahul Sukthankar Variable Rate Image Compression with Recurrent Neural Networks. 2016 conf/iclr/2016 ICLR (Poster) http://arxiv.org/abs/1511.06085 db/conf/iclr/iclr2016.html#TodericiOHVMBCS15

George Toderici Damien Vincent Nick Johnston Sung Jin Hwang David Minnen Joel Shor Michele Covell Full Resolution Image Compression with Recurrent Neural Networks. 2016 abs/1608.05148 CoRR http://arxiv.org/abs/1608.05148 db/journals/corr/corr1608.html#TodericiVJHMSC16

Damien Vincent Olivier Rosec Thierry Chonavel A New Method for Speech Synthesis and Transformation Based on an ARX-LF Source-Filter Decomposition and HNM Modeling. 525-528 2007 ICASSP (4) https://doi.org/10.1109/ICASSP.2007.366965 conf/icassp/2007 db/conf/icassp/icassp2007.html#VincentRC07 Damien Vincent Olivier Rosec Thierry Chonavel Glottal Closure Instant Estimation using an Appropriateness Measure of the Source and Continuity Constraints. 381-384 2006 ICASSP (1) https://doi.org/10.1109/ICASSP.2006.1660037 conf/icassp/2006 db/conf/icassp/icassp2006.html#VincentRC06 Damien Vincent Olivier Rosec Thierry Chonavel Estimation of LF glottal source parameters based on an ARX model. 333-336 2005 INTERSPEECH https://doi.org/10.21437/Interspeech.2005-177 conf/interspeech/2005 db/conf/interspeech/interspeech2005.html#VincentRC05 Andrea Agostinelli Marcin Andrychowicz Chulayuth Asawaroengchai Olivier Bachem Dalia El Badawy Shumeet Baluja Ankur Bapna André Barreto 0001 Lucas Beyer Zalan BorsosZalán Borsos Olivier Bousquet Peter Chen Troy T. Chinen Thierry Chonavel Geoffrey Cideron Michele Covell Robert Dadashi Lasse Espeholt Christian Havnø Frank Matthieu Geist Sylvain Gelly Anita Gergely Sertan Girgin David Grangier Wei Han 0002 Jeremiah J. HarmsenJeremiah Harmsen Philip Häusser Léonard Hussenot Sung Jin Hwang Michal Jastrzebski Nicholas JohnstonNick Johnston Matej Kastelic Eugene Kharitonov Karol Kurach Timothy P. Lillicrap Francesco Locatello Hartmut Maennel Timothy A. Mann Raphaël Marinier Brian McWilliams Marcin Michalski David Minnen Nikola Momchev Hannah Muckenhirn Gergely Neu Duc Dung Nguyen Sean M. O'Malley Manu Orsini Dirk Padfield Hugo Penedones Olivier Pietquin Marc Pollefeys James Qin Félix de Chaumont Quitry Anton Raichuk Michelle Tadmor Ramanovich Sabela Ramos Gunnar Rätsch Carlos Riquelme Dominik Roblek Olivier Rosec Danny Rozenberg Paul K. Rubenstein Tara N. Sainath Nikolay Savinov Johan Schalkwyk Marc Schoenauer Bernhard Schölkopf Michèle Sebag Matthew SharifiMatt Sharifi Joel Shor Saurabh Singh Lukasz Stafiniak Piotr Stanczyk Rahul Sukthankar Marco Tagliasacchi Olivier Teboul Olivier Teytaud George Toderici Ilya O. Tolstikhin Daniel Toyama Alexandru Tudor Victor Ungureanu Mihajlo Velimirovic Mauro Verzetti Yongqiang Wang 0011 Hanna Yakubovich Jiahui Yu Michal Zajac 0005 Victoria ZayatsVicky Zayats Neil Zeghidour Yu Zhang 0033 Zhishuai Zhang Lukas Zilka