Neil Zeghidour

ORCID

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 64

Top Venues

CoRR

ICASSP

INTERSPEECH

IEEE ACM Trans. Audio Speech Lang. Process.

PSL Research University, Paris, France (PHD)

Education History

PSL Research University, Paris, France

PHD

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)
Matthieu Futeral, Andrea Agostinelli, Marco Tagliasacchi, Neil Zeghidour, Eugene Kharitonov
MAD Speech: Measures of Acoustic Diversity of Speech. 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)
Subhashini Venugopalan, Jimmy Tobin, Samuel J. Yang, Katie Seaver, Richard J. N. Cave, Pan-Pan Jiang, Neil Zeghidour, Rus Heywood, Jordan R. Green, Michael P. Brenner
Speech Intelligibility Classifiers from 550k Disordered Speech Samples. 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)
David W. Romero, Neil Zeghidour
DNArch: Learning Convolutional Neural Architectures by Backpropagation. 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)
Othmane-Latif Ouabi, Neil Zeghidour, Nico F. Declercq, Matthieu Geist, Cédric Pradalier
Pose-graph SLAM Using Multi-order Ultrasonic Echoes and Beamforming for Long-range Inspection Robots. ICRA (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)
Chris Donahue, Antoine Caillon, Adam Roberts, Ethan Manilow, Philippe Esling, Andrea Agostinelli, Mauro Verzetti, Ian Simon, Olivier Pietquin, Neil Zeghidour, Jesse H. Engel
SingSong: Generating musical accompaniments from singing. 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)
Subhashini Venugopalan, Jimmy Tobin, Samuel J. Yang, Katie Seaver, Richard J. N. Cave, Pan-Pan Jiang, Neil Zeghidour, Rus Heywood, Jordan R. Green, Michael P. Brenner
Speech Intelligibility Classifiers from 550k Disordered Speech Samples. 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)
Rachid Riad, Olivier Teboul, David Grangier, Neil Zeghidour
Learning strides in convolutional neural networks. CoRR (2022)
Neil Zeghidour, Alejandro Luebs, Ahmed Omran, Jan Skoglund, Marco Tagliasacchi
SoundStream: An End-to-End Neural Audio Codec. IEEE ACM Trans. Audio Speech Lang. Process. 30 (2022)
Sarthak Yadav, Neil Zeghidour
Learning neural audio features without supervision. CoRR (2022)
Othmane-Latif Ouabi, Ayoub Ridani, Pascal Pomarede, Neil Zeghidour, Nico F. Declercq, Matthieu Geist, Cédric Pradalier
Combined Grid and Feature-based Mapping of Metal Structures with Ultrasonic Guided Waves. ICRA (2022)
Sarthak Yadav, Neil Zeghidour
Learning neural audio features without supervision. INTERSPEECH (2022)
Curtis Hawthorne, Andrew Jaegle, Catalina Cangea, Sebastian Borgeaud, Charlie Nash, Mateusz Malinowski, Sander Dieleman, Oriol Vinyals, Matthew Botvinick, Ian Simon, Hannah Sheahan, Neil Zeghidour, Jean-Baptiste Alayrac, João Carreira, Jesse H. Engel
General-purpose, long-context autoregressive modeling with Perceiver AR. CoRR (2022)
Curtis Hawthorne, Ian Simon, Adam Roberts, Neil Zeghidour, Josh Gardner, Ethan Manilow, Jesse H. Engel
Multi-instrument Music Synthesis with Spectrogram Diffusion. ISMIR (2022)
Curtis Hawthorne, Ian Simon, Adam Roberts, Neil Zeghidour, Josh Gardner, Ethan Manilow, Jesse H. Engel
Multi-instrument Music Synthesis with Spectrogram Diffusion. CoRR (2022)
Rachid Riad, Olivier Teboul, David Grangier, Neil Zeghidour
Learning Strides in Convolutional Neural Networks. ICLR (2022)
Curtis Hawthorne, Andrew Jaegle, Catalina Cangea, Sebastian Borgeaud, Charlie Nash, Mateusz Malinowski, Sander Dieleman, Oriol Vinyals, Matthew M. Botvinick, Ian Simon, Hannah Sheahan, Neil Zeghidour, Jean-Baptiste Alayrac, João Carreira, Jesse H. Engel
General-purpose, long-context autoregressive modeling with Perceiver AR. ICML (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)
Othmane-Latif Ouabi, Jiawei Yi, Neil Zeghidour, Nico F. Declercq, Matthieu Geist, Cédric Pradalier
Polygonal Shapes Reconstruction from Acoustic Echoes Using a Mobile Sensor and Beamforming. EUSIPCO (2022)
Neil Zeghidour, Olivier Teboul, Félix de Chaumont Quitry, Marco Tagliasacchi
LEAF: A Learnable Frontend for Audio Classification. ICLR (2021)
Andrew N. Carr, Quentin Berthet, Mathieu Blondel, Olivier Teboul, Neil Zeghidour
Self-Supervised Learning of Audio Representations from Permutations with Differentiable Ranking. CoRR (2021)
Neil Zeghidour, Olivier Teboul, David Grangier
DIVE: End-to-end Speech Diarization via Iterative Speaker Embedding. CoRR (2021)
Neil Zeghidour, Olivier Teboul, Félix de Chaumont Quitry, Marco Tagliasacchi
LEAF: A Learnable Frontend for Audio Classification. CoRR (2021)
Neil Zeghidour, Alejandro Luebs, Ahmed Omran, Jan Skoglund, Marco Tagliasacchi
SoundStream: An End-to-End Neural Audio Codec. CoRR (2021)
Aaqib Saeed, David Grangier, Olivier Pietquin, Neil Zeghidour
Learning From Heterogeneous Eeg Signals with Differentiable Channel Reordering. ICASSP (2021)
Neil Zeghidour, Olivier Teboul, David Grangier
Dive: End-to-End Speech Diarization Via Iterative Speaker Embedding. ASRU (2021)
Neil Zeghidour, David Grangier
Wavesplit: End-to-End Speech Separation by Speaker Clustering. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Aaqib Saeed, David Grangier, Neil Zeghidour
Contrastive Learning of General-Purpose Audio Representations. ICASSP (2021)
Andrew N. Carr, Quentin Berthet, Mathieu Blondel, Olivier Teboul, Neil Zeghidour
Self-Supervised Learning of Audio Representations From Permutations With Differentiable Ranking. IEEE Signal Process. Lett. 28 (2021)
Aaqib Saeed, David Grangier, Neil Zeghidour
Contrastive Learning of General-Purpose Audio Representations. CoRR (2020)
Aaqib Saeed, David Grangier, Olivier Pietquin, Neil Zeghidour
Learning from Heterogeneous EEG Signals with Differentiable Channel Reordering. CoRR (2020)
Neil Zeghidour, David Grangier
Wavesplit: End-to-End Speech Separation by Speaker Clustering. CoRR (2020)
Yossi Adi, Neil Zeghidour, Ronan Collobert, Nicolas Usunier, Vitaliy Liptchinsky, Gabriel Synnaeve
To Reverse the Gradient or Not: an Empirical Comparison of Adversarial and Multi-task Learning in Speech Recognition. ICASSP (2019)
Juliette Millet, Neil Zeghidour
Learning to Detect Dysarthria from Raw Speech. ICASSP (2019)
Gabriel Dulac-Arnold, Neil Zeghidour, Marco Cuturi, Lucas Beyer, Jean-Philippe Vert
Deep multi-class learning from label proportions. CoRR (2019)
Neil Zeghidour, Nicolas Usunier, Gabriel Synnaeve, Ronan Collobert, Emmanuel Dupoux
End-to-End Speech Recognition From the Raw Waveform. CoRR (2018)
Alexandre Défossez, Neil Zeghidour, Nicolas Usunier, Léon Bottou, Francis R. Bach
SING: Symbol-to-Instrument Neural Generator. CoRR (2018)
Neil Zeghidour, Nicolas Usunier, Gabriel Synnaeve, Ronan Collobert, Emmanuel Dupoux
End-to-End Speech Recognition from the Raw Waveform. INTERSPEECH (2018)
Neil Zeghidour, Nicolas Usunier, Iasonas Kokkinos, Thomas Schatz, Gabriel Synnaeve, Emmanuel Dupoux
Learning Filterbanks from Raw Speech for Phone Recognition. ICASSP (2018)
Yossi Adi, Neil Zeghidour, Ronan Collobert, Nicolas Usunier, Vitaliy Liptchinsky, Gabriel Synnaeve
To Reverse the Gradient or Not: An Empirical Comparison of Adversarial and Multi-task Learning in Speech Recognition. CoRR (2018)
Alexandre Défossez, Neil Zeghidour, Nicolas Usunier, Léon Bottou, Francis R. Bach
SING: Symbol-to-Instrument Neural Generator. NeurIPS (2018)
Neil Zeghidour, Qiantong Xu, Vitaliy Liptchinsky, Nicolas Usunier, Gabriel Synnaeve, Ronan Collobert
Fully Convolutional Speech Recognition. CoRR (2018)
Juliette Millet, Neil Zeghidour
Learning to detect dysarthria from raw speech. CoRR (2018)
Rachid Riad, Corentin Dancette, Julien Karadayi, Neil Zeghidour, Thomas Schatz, Emmanuel Dupoux
Sampling strategies in Siamese Networks for unsupervised speech representation learning. CoRR (2018)
Rachid Riad, Corentin Dancette, Julien Karadayi, Neil Zeghidour, Thomas Schatz, Emmanuel Dupoux
Sampling Strategies in Siamese Networks for Unsupervised Speech Representation Learning. INTERSPEECH (2018)
Neil Zeghidour, Nicolas Usunier, Iasonas Kokkinos, Thomas Schatz, Gabriel Synnaeve, Emmanuel Dupoux
Learning Filterbanks from Raw Speech for Phone Recognition. CoRR (2017)
Rahma Chaabouni, Ewan Dunbar, Neil Zeghidour, Emmanuel Dupoux
Learning Weakly Supervised Multimodal Phoneme Embeddings. INTERSPEECH (2017)
Guillaume Lample, Neil Zeghidour, Nicolas Usunier, Antoine Bordes, Ludovic Denoyer, Marc'Aurelio Ranzato
Fader Networks: Manipulating Images by Sliding Attributes. NIPS (2017)
Guillaume Lample, Neil Zeghidour, Nicolas Usunier, Antoine Bordes, Ludovic Denoyer, Marc'Aurelio Ranzato
Fader Networks: Manipulating Images by Sliding Attributes. CoRR (2017)
Rahma Chaabouni, Ewan Dunbar, Neil Zeghidour, Emmanuel Dupoux
Learning weakly supervised multimodal phoneme embeddings. CoRR (2017)
Neil Zeghidour, Gabriel Synnaeve, Nicolas Usunier, Emmanuel Dupoux
Joint Learning of Speaker and Phonetic Similarities with Siamese Networks. INTERSPEECH (2016)
Neil Zeghidour, Gabriel Synnaeve, Maarten Versteegh, Emmanuel Dupoux
A deep scattering spectrum - Deep Siamese network pipeline for unsupervised acoustic modeling. ICASSP (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Neil Zeghidour