Zalán Borsos

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 28

Top Topics

Variance Reduction

Data Summarization

Speech Synthesis

Top Venues

Publications

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. CoRR (2024)
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. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Ahmed Omran, Neil Zeghidour, Zalán Borsos, Félix de Chaumont Quitry, Malcolm Slaney, Marco Tagliasacchi
Disentangling Speech from Surroundings with Neural Embeddings. ICASSP (2023)
Teerapat Jenrungrot, Michael Chinen, W. Bastiaan Kleijn, Jan Skoglund, Zalán Borsos, Neil Zeghidour, Marco Tagliasacchi
LMCodec: A Low Bitrate Speech Codec with Causal Transformer Models. ICASSP (2023)
Hakan Erdogan, Scott Wisdom, Xuankai Chang, Zalán Borsos, Marco Tagliasacchi, Neil Zeghidour, John R. Hershey
TokenSplit: Using Discrete Speech Representations for Direct, Refined, and Transcript-Conditioned Speech Separation and Recognition. INTERSPEECH (2023)
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. CoRR (2023)
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
AudioPaLM: A Large Language Model That Can Speak and Listen. CoRR (2023)
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
MusicLM: Generating Music From Text. CoRR (2023)
Zalán Borsos, Matthew Sharifi, Damien Vincent, Eugene Kharitonov, Neil Zeghidour, Marco Tagliasacchi
SoundStorm: Efficient Parallel Audio Generation. CoRR (2023)
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. Trans. Assoc. Comput. Linguistics 11 (2023)
Teerapat Jenrungrot, Michael Chinen, W. Bastiaan Kleijn, Jan Skoglund, Zalán Borsos, Neil Zeghidour, Marco Tagliasacchi
LMCodec: A Low Bitrate Speech Codec With Causal Transformer Models. CoRR (2023)
Hakan Erdogan, Scott Wisdom, Xuankai Chang, Zalán Borsos, Marco Tagliasacchi, Neil Zeghidour, John R. Hershey
TokenSplit: Using Discrete Speech Representations for Direct, Refined, and Transcript-Conditioned Speech Separation and Recognition. CoRR (2023)
Ahmed Omran, Neil Zeghidour, Zalán Borsos, Félix de Chaumont Quitry, Malcolm Slaney, Marco Tagliasacchi
Disentangling speech from surroundings in a neural audio codec. CoRR (2022)
Zalán Borsos, Matthew Sharifi, Marco Tagliasacchi
SpeechPainter: Text-conditioned Speech Inpainting. CoRR (2022)
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. CoRR (2022)
Zalán Borsos, Yunpeng Li, Beat Gfeller, Marco Tagliasacchi
Micaugment: One-Shot Microphone Style Transfer. ICASSP (2021)
Zalán Borsos, Marco Tagliasacchi, Andreas Krause
Semi-Supervised Batch Active Learning Via Bilevel Optimization. ICASSP (2021)
Zalán Borsos, Mojmír Mutný, Marco Tagliasacchi, Andreas Krause
Data Summarization via Bilevel Optimization. CoRR (2021)
Zalán Borsos, Mojmir Mutny, Andreas Krause
Coresets via Bilevel Optimization for Continual Learning and Streaming. NeurIPS (2020)
Zalán Borsos, Yunpeng Li, Beat Gfeller, Marco Tagliasacchi
MicAugment: One-shot Microphone Style Transfer. CoRR (2020)
Zalán Borsos, Marco Tagliasacchi, Andreas Krause
Semi-supervised Batch Active Learning via Bilevel Optimization. CoRR (2020)
Zalán Borsos, Mojmír Mutný, Andreas Krause
Coresets via Bilevel Optimization for Continual Learning and Streaming. CoRR (2020)
Zalán Borsos, Andrey Khorlin, Andrea Gesmundo
Transfer NAS: Knowledge Transfer between Search Spaces with Transformer Agents. CoRR (2019)
Zalán Borsos, Sebastian Curi, Kfir Yehuda Levy, Andreas Krause
Online Variance Reduction with Mixtures. ICML (2019)
Zalán Borsos, Sebastian Curi, Kfir Y. Levy, Andreas Krause
Online Variance Reduction with Mixtures. CoRR (2019)
Zalán Borsos, Andreas Krause, Kfir Y. Levy
Online Variance Reduction for Stochastic Optimization. CoRR (2018)
Zalán Borsos, Camelia Lemnaru, Rodica Potolea
Dealing with overlap and imbalance: a new metric and approach. Pattern Anal. Appl. 21 (2) (2018)
Bianca-Cristina Cristescu, Zalán Borsos, John Lygeros, María Rodríguez Martínez, Maria Anna Rapsomaniki
Inference of the three-dimensional chromatin structure and its temporal behavior. CoRR (2018)