Zalán Borsos

32 papers A* 3A 1Misc 4Journal 23
YearRankTypeTitle / Venue / Authors
2025 J jnl
Live Music Models.
CoRR
Antoine Caillon, Brian McWilliams, Cassie Tarakajian, Ian Simon, Ilaria Manco, Jesse H. Engel, Noah Constant, Yunpeng Li, Timo I. Denk, Alberto Lalama, Andrea Agostinelli, Cheng-Zhi Anna Huang, Ethan Manilow, George Brower, Hakan Erdogan, Heidi Lei, Itai Rolnick, Ivan Grishchenko, Manu Orsini, Matej Kastelic, Mauricio Zuluaga, Mauro Verzetti, Michael Dooley, Ondrej Skopek, Rafael Ferrer, Zalán Borsos, Aäron van den Oord, Douglas Eck, Eli Collins, Jason Baldridge, Tom Hume, Chris Donahue, Kehang Han, Adam Roberts
2024 J jnl
Data Summarization via Bilevel Optimization.
J. Mach. Learn. Res.
Zalán Borsos, Mojmír Mutný, Marco Tagliasacchi, Andreas Krause
2024 A* conf
MusicRL: Aligning Music Generation to Human Preferences.
ICML
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
2024 J jnl
MusicRL: Aligning Music Generation to Human Preferences.
CoRR
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
2023 J jnl
AudioLM: A Language Modeling Approach to Audio Generation.
IEEE ACM Trans. Audio Speech Lang. Process.
Zalán Borsos, Raphaël Marinier, Damien Vincent, Eugene Kharitonov, Olivier Pietquin, Matthew Sharifi, Dominik Roblek, Olivier Teboul, David Grangier, Marco Tagliasacchi, Neil Zeghidour
2023 J jnl
AudioPaLM: A Large Language Model That Can Speak and Listen.
CoRR
Paul K. Rubenstein, Chulayuth Asawaroengchai, Duc Dung Nguyen, Ankur Bapna, Zalán Borsos, Félix de Chaumont Quitry, Peter Chen, Dalia El Badawy, Wei Han, 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, Vicky Zayats, Neil Zeghidour, Yu Zhang, Zhishuai Zhang, Lukas Zilka, Christian Havnø Frank
2023 Misc conf
Disentangling Speech from Surroundings with Neural Embeddings.
ICASSP
Ahmed Omran, Neil Zeghidour, Zalán Borsos, Félix de Chaumont Quitry, Malcolm Slaney, Marco Tagliasacchi
2023 J jnl
LMCodec: A Low Bitrate Speech Codec With Causal Transformer Models.
CoRR
Teerapat Jenrungrot, Michael Chinen, W. Bastiaan Kleijn, Jan Skoglund, Zalán Borsos, Neil Zeghidour, Marco Tagliasacchi
2023 Misc conf
LMCodec: A Low Bitrate Speech Codec with Causal Transformer Models.
ICASSP
Teerapat Jenrungrot, Michael Chinen, W. Bastiaan Kleijn, Jan Skoglund, Zalán Borsos, Neil Zeghidour, Marco Tagliasacchi
2023 J jnl
MusicLM: Generating Music From Text.
CoRR
Andrea Agostinelli, Timo I. Denk, Zalán Borsos, Jesse H. Engel, Mauro Verzetti, Antoine Caillon, Qingqing Huang, Aren Jansen, Adam Roberts, Marco Tagliasacchi, Matthew Sharifi, Neil Zeghidour, Christian Havnø Frank
2023 J jnl
SoundStorm: Efficient Parallel Audio Generation.
CoRR
Zalán Borsos, Matthew Sharifi, Damien Vincent, Eugene Kharitonov, Neil Zeghidour, Marco Tagliasacchi
2023 J jnl
Speak, Read and Prompt: High-Fidelity Text-to-Speech with Minimal Supervision.
CoRR
Eugene Kharitonov, Damien Vincent, Zalán Borsos, Raphaël Marinier, Sertan Girgin, Olivier Pietquin, Matthew Sharifi, Marco Tagliasacchi, Neil Zeghidour
2023 J jnl
Speak, Read and Prompt: High-Fidelity Text-to-Speech with Minimal Supervision.
Trans. Assoc. Comput. Linguistics
Eugene Kharitonov, Damien Vincent, Zalán Borsos, Raphaël Marinier, Sertan Girgin, Olivier Pietquin, Matt Sharifi, Marco Tagliasacchi, Neil Zeghidour
2023 A conf
TokenSplit: Using Discrete Speech Representations for Direct, Refined, and Transcript-Conditioned Speech Separation and Recognition.
INTERSPEECH
Hakan Erdogan, Scott Wisdom, Xuankai Chang, Zalán Borsos, Marco Tagliasacchi, Neil Zeghidour, John R. Hershey
2023 J jnl
TokenSplit: Using Discrete Speech Representations for Direct, Refined, and Transcript-Conditioned Speech Separation and Recognition.
CoRR
Hakan Erdogan, Scott Wisdom, Xuankai Chang, Zalán Borsos, Marco Tagliasacchi, Neil Zeghidour, John R. Hershey
2022 J jnl
AudioLM: a Language Modeling Approach to Audio Generation.
CoRR
Zalán Borsos, Raphaël Marinier, Damien Vincent, Eugene Kharitonov, Olivier Pietquin, Matthew Sharifi, Olivier Teboul, David Grangier, Marco Tagliasacchi, Neil Zeghidour
2022 J jnl
Disentangling speech from surroundings in a neural audio codec.
CoRR
Ahmed Omran, Neil Zeghidour, Zalán Borsos, Félix de Chaumont Quitry, Malcolm Slaney, Marco Tagliasacchi
2022 J jnl
SpeechPainter: Text-conditioned Speech Inpainting.
CoRR
Zalán Borsos, Matthew Sharifi, Marco Tagliasacchi
2021 — —
Data Summarization in Modern Machine Learning.
Zalán Borsos
2021 J jnl
Data Summarization via Bilevel Optimization.
CoRR
Zalán Borsos, Mojmír Mutný, Marco Tagliasacchi, Andreas Krause
2021 Misc conf
Micaugment: One-Shot Microphone Style Transfer.
ICASSP
Zalán Borsos, Yunpeng Li, Beat Gfeller, Marco Tagliasacchi
2021 Misc conf
Semi-Supervised Batch Active Learning Via Bilevel Optimization.
ICASSP
Zalán Borsos, Marco Tagliasacchi, Andreas Krause
2020 A* conf
Coresets via Bilevel Optimization for Continual Learning and Streaming.
NeurIPS
Zalán Borsos, Mojmir Mutny, Andreas Krause
2020 J jnl
Coresets via Bilevel Optimization for Continual Learning and Streaming.
CoRR
Zalán Borsos, Mojmír Mutný, Andreas Krause
2020 J jnl
MicAugment: One-shot Microphone Style Transfer.
CoRR
Zalán Borsos, Yunpeng Li, Beat Gfeller, Marco Tagliasacchi
2020 J jnl
Semi-supervised Batch Active Learning via Bilevel Optimization.
CoRR
Zalán Borsos, Marco Tagliasacchi, Andreas Krause
2019 A* conf
Online Variance Reduction with Mixtures.
ICML
Zalán Borsos, Sebastian Curi, Kfir Yehuda Levy, Andreas Krause
2019 J jnl
Online Variance Reduction with Mixtures.
CoRR
Zalán Borsos, Sebastian Curi, Kfir Y. Levy, Andreas Krause
2019 J jnl
Transfer NAS: Knowledge Transfer between Search Spaces with Transformer Agents.
CoRR
Zalán Borsos, Andrey Khorlin, Andrea Gesmundo
2018 J jnl
Dealing with overlap and imbalance: a new metric and approach.
Pattern Anal. Appl.
Zalán Borsos, Camelia Lemnaru, Rodica Potolea
2018 J jnl
Inference of the three-dimensional chromatin structure and its temporal behavior.
CoRR
Bianca-Cristina Cristescu, Zalán Borsos, John Lygeros, María Rodríguez Martínez, Maria Anna Rapsomaniki
2018 J jnl
Online Variance Reduction for Stochastic Optimization.
CoRR
Zalán Borsos, Andreas Krause, Kfir Y. Levy