Ronan Collobert

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 73

Top Venues

CoRR

INTERSPEECH

ICASSP

ICML

Publications

Zijin Gu, Tatiana Likhomanenko, He Bai, Erik McDermott, Ronan Collobert, Navdeep Jaitly
Denoising LM: Pushing the Limits of Error Correction Models for Speech Recognition. CoRR (2024)
Dan Berrebbi, Ronan Collobert, Samy Bengio, Navdeep Jaitly, Tatiana Likhomanenko
Continuous pseudo-labeling from the start. ICLR (2023)
Dan Berrebbi, Ronan Collobert, Navdeep Jaitly, Tatiana Likhomanenko
More Speaking or More Speakers? ICASSP (2023)
Andrew Rouditchenko, Ronan Collobert, Tatiana Likhomanenko
AV-CPL: Continuous Pseudo-Labeling for Audio-Visual Speech Recognition. CoRR (2023)
Tatiana Likhomanenko, Loren Lugosch, Ronan Collobert
Unsupervised ASR via Cross-Lingual Pseudo-Labeling. CoRR (2023)
Dan Berrebbi, Ronan Collobert, Navdeep Jaitly, Tatiana Likhomanenko
More Speaking or More Speakers? CoRR (2022)
Jacob Kahn, Vineel Pratap, Tatiana Likhomanenko, Qiantong Xu, Awni Hannun, Jeff Cai, Paden Tomasello, Ann Lee, Edouard Grave, Gilad Avidov, Benoit Steiner, Vitaliy Liptchinsky, Gabriel Synnaeve, Ronan Collobert
Flashlight: Enabling Innovation in Tools for Machine Learning. CoRR (2022)
Vineel Pratap, Awni Hannun, Gabriel Synnaeve, Ronan Collobert
Star Temporal Classification: Sequence Classification with Partially Labeled Data. CoRR (2022)
Tatiana Likhomanenko, Ronan Collobert, Navdeep Jaitly, Samy Bengio
Continuous Soft Pseudo-Labeling in ASR. CoRR (2022)
Vineel Pratap, Qiantong Xu, Tatiana Likhomanenko, Gabriel Synnaeve, Ronan Collobert
Word Order does not Matter for Speech Recognition. ICASSP (2022)
Loren Lugosch, Tatiana Likhomanenko, Gabriel Synnaeve, Ronan Collobert
Pseudo-Labeling for Massively Multilingual Speech Recognition. ICASSP (2022)
Vineel Pratap, Awni Hannun, Gabriel Synnaeve, Ronan Collobert
Star Temporal Classification: Sequence Modeling with Partially Labeled Data. NeurIPS (2022)
Jacob D. Kahn, Vineel Pratap, Tatiana Likhomanenko, Qiantong Xu, Awni Y. Hannun, Jeff Cai, Paden Tomasello, Ann Lee, Edouard Grave, Gilad Avidov, Benoit Steiner, Vitaliy Liptchinsky, Gabriel Synnaeve, Ronan Collobert
Flashlight: Enabling Innovation in Tools for Machine Learning. ICML (2022)
Tatiana Likhomanenko, Ronan Collobert, Navdeep Jaitly, Samy Bengio
Continuous Soft Pseudo-Labeling in ASR. ICBINB (2022)
Dan Berrebbi, Ronan Collobert, Samy Bengio, Navdeep Jaitly, Tatiana Likhomanenko
Continuous Pseudo-Labeling from the Start. CoRR (2022)
Tatiana Likhomanenko, Qiantong Xu, Ronan Collobert, Gabriel Synnaeve, Alex Rogozhnikov
CAPE: Encoding Relative Positions with Continuous Augmented Positional Embeddings. CoRR (2021)
Wei-Ning Hsu, Anuroop Sriram, Alexei Baevski, Tatiana Likhomanenko, Qiantong Xu, Vineel Pratap, Jacob Kahn, Ann Lee, Ronan Collobert, Gabriel Synnaeve, Michael Auli
Robust wav2vec 2.0: Analyzing Domain Shift in Self-Supervised Pre-Training. CoRR (2021)
Qiantong Xu, Alexei Baevski, Tatiana Likhomanenko, Paden Tomasello, Alexis Conneau, Ronan Collobert, Gabriel Synnaeve, Michael Auli
Self-Training and Pre-Training are Complementary for Speech Recognition. ICASSP (2021)
Vineel Pratap, Qiantong Xu, Tatiana Likhomanenko, Gabriel Synnaeve, Ronan Collobert
Word Order Does Not Matter For Speech Recognition. CoRR (2021)
Tatiana Likhomanenko, Qiantong Xu, Jacob Kahn, Gabriel Synnaeve, Ronan Collobert
slimIPL: Language-Model-Free Iterative Pseudo-Labeling. Interspeech (2021)
Vimal Manohar, Tatiana Likhomanenko, Qiantong Xu, Wei-Ning Hsu, Ronan Collobert, Yatharth Saraf, Geoffrey Zweig, Abdelrahman Mohamed
Kaizen: Continuously Improving Teacher Using Exponential Moving Average for Semi-Supervised Speech Recognition. ASRU (2021)
Vimal Manohar, Tatiana Likhomanenko, Qiantong Xu, Wei-Ning Hsu, Ronan Collobert, Yatharth Saraf, Geoffrey Zweig, Abdelrahman Mohamed
Kaizen: Continuously improving teacher using Exponential Moving Average for semi-supervised speech recognition. CoRR (2021)
Tatiana Likhomanenko, Qiantong Xu, Vineel Pratap, Paden Tomasello, Jacob Kahn, Gilad Avidov, Ronan Collobert, Gabriel Synnaeve
Rethinking Evaluation in ASR: Are Our Models Robust Enough? Interspeech (2021)
Wei-Ning Hsu, Anuroop Sriram, Alexei Baevski, Tatiana Likhomanenko, Qiantong Xu, Vineel Pratap, Jacob Kahn, Ann Lee, Ronan Collobert, Gabriel Synnaeve, Michael Auli
Robust wav2vec 2.0: Analyzing Domain Shift in Self-Supervised Pre-Training. Interspeech (2021)
Loren Lugosch, Tatiana Likhomanenko, Gabriel Synnaeve, Ronan Collobert
Pseudo-Labeling for Massively Multilingual Speech Recognition. CoRR (2021)
Tatiana Likhomanenko, Qiantong Xu, Gabriel Synnaeve, Ronan Collobert, Alex Rogozhnikov
CAPE: Encoding Relative Positions with Continuous Augmented Positional Embeddings. NeurIPS (2021)
Chaitanya Talnikar, Tatiana Likhomanenko, Ronan Collobert, Gabriel Synnaeve
Joint Masked CPC And CTC Training For ASR. ICASSP (2021)
Alexis Conneau, Alexei Baevski, Ronan Collobert, Abdelrahman Mohamed, Michael Auli
Unsupervised Cross-Lingual Representation Learning for Speech Recognition. Interspeech (2021)
Vineel Pratap, Anuroop Sriram, Paden Tomasello, Awni Hannun, Vitaliy Liptchinsky, Gabriel Synnaeve, Ronan Collobert
Massively Multilingual ASR: 50 Languages, 1 Model, 1 Billion Parameters. INTERSPEECH (2020)
Qiantong Xu, Tatiana Likhomanenko, Jacob Kahn, Awni Hannun, Gabriel Synnaeve, Ronan Collobert
Iterative Pseudo-Labeling for Speech Recognition. INTERSPEECH (2020)
Vineel Pratap, Qiantong Xu, Jacob Kahn, Gilad Avidov, Tatiana Likhomanenko, Awni Hannun, Vitaliy Liptchinsky, Gabriel Synnaeve, Ronan Collobert
Scaling Up Online Speech Recognition Using ConvNets. INTERSPEECH (2020)
Qiantong Xu, Tatiana Likhomanenko, Jacob Kahn, Awni Hannun, Gabriel Synnaeve, Ronan Collobert
Iterative Pseudo-Labeling for Speech Recognition. CoRR (2020)
Qiantong Xu, Alexei Baevski, Tatiana Likhomanenko, Paden Tomasello, Alexis Conneau, Ronan Collobert, Gabriel Synnaeve, Michael Auli
Self-training and Pre-training are Complementary for Speech Recognition. CoRR (2020)
Tatiana Likhomanenko, Qiantong Xu, Vineel Pratap, Paden Tomasello, Jacob Kahn, Gilad Avidov, Ronan Collobert, Gabriel Synnaeve
Rethinking Evaluation in ASR: Are Our Models Robust Enough? CoRR (2020)
Vineel Pratap, Qiantong Xu, Anuroop Sriram, Gabriel Synnaeve, Ronan Collobert
MLS: A Large-Scale Multilingual Dataset for Speech Research. CoRR (2020)
Sandeep Subramanian, Ronan Collobert, Marc'Aurelio Ranzato, Y-Lan Boureau
Multi-scale Transformer Language Models. CoRR (2020)
Vineel Pratap, Qiantong Xu, Jacob Kahn, Gilad Avidov, Tatiana Likhomanenko, Awni Hannun, Vitaliy Liptchinsky, Gabriel Synnaeve, Ronan Collobert
Scaling Up Online Speech Recognition Using ConvNets. CoRR (2020)
Vineel Pratap, Qiantong Xu, Anuroop Sriram, Gabriel Synnaeve, Ronan Collobert
MLS: A Large-Scale Multilingual Dataset for Speech Research. INTERSPEECH (2020)
Tatiana Likhomanenko, Qiantong Xu, Jacob Kahn, Gabriel Synnaeve, Ronan Collobert
slimIPL: Language-Model-Free Iterative Pseudo-Labeling. CoRR (2020)
Chaitanya Talnikar, Tatiana Likhomanenko, Ronan Collobert, Gabriel Synnaeve
Joint Masked CPC and CTC Training for ASR. CoRR (2020)
Ronan Collobert, Awni Hannun, Gabriel Synnaeve
Word-Level Speech Recognition With a Letter to Word Encoder. ICML (2020)
Jacob Kahn, Morgane Rivière, Weiyi Zheng, Evgeny Kharitonov, Qiantong Xu, Pierre-Emmanuel Mazaré, Julien Karadayi, Vitaliy Liptchinsky, Ronan Collobert, Christian Fuegen, Tatiana Likhomanenko, Gabriel Synnaeve, Armand Joulin, Abdelrahman Mohamed, Emmanuel Dupoux
Libri-Light: A Benchmark for ASR with Limited or No Supervision. ICASSP (2020)
Alexis Conneau, Alexei Baevski, Ronan Collobert, Abdelrahman Mohamed, Michael Auli
Unsupervised Cross-lingual Representation Learning for Speech Recognition. CoRR (2020)
Vineel Pratap, Anuroop Sriram, Paden Tomasello, Awni Hannun, Vitaliy Liptchinsky, Gabriel Synnaeve, Ronan Collobert
Massively Multilingual ASR: 50 Languages, 1 Model, 1 Billion Parameters. CoRR (2020)
Awni Hannun, Ann Lee, Qiantong Xu, Ronan Collobert
Sequence-to-Sequence Speech Recognition with Time-Depth Separable Convolutions. CoRR (2019)
Ronan Collobert, Awni Hannun, Gabriel Synnaeve
A fully differentiable beam search decoder. ICML (2019)
Steffen Schneider, Alexei Baevski, Ronan Collobert, Michael Auli
wav2vec: Unsupervised Pre-Training for Speech Recognition. INTERSPEECH (2019)
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)
Awni Hannun, Ann Lee, Qiantong Xu, Ronan Collobert
Sequence-to-Sequence Speech Recognition with Time-Depth Separable Convolutions. INTERSPEECH (2019)
Tatiana Likhomanenko, Gabriel Synnaeve, Ronan Collobert
Who Needs Words? Lexicon-Free Speech Recognition. INTERSPEECH (2019)
Ronan Collobert, Awni Hannun, Gabriel Synnaeve
Word-level Speech Recognition with a Dynamic Lexicon. CoRR (2019)
Gabriel Synnaeve, Qiantong Xu, Jacob Kahn, Edouard Grave, Tatiana Likhomanenko, Vineel Pratap, Anuroop Sriram, Vitaliy Liptchinsky, Ronan Collobert
End-to-end ASR: from Supervised to Semi-Supervised Learning with Modern Architectures. CoRR (2019)
Ronan Collobert, Awni Hannun, Gabriel Synnaeve
A Fully Differentiable Beam Search Decoder. CoRR (2019)
Vineel Pratap, Awni Hannun, Qiantong Xu, Jeff Cai, Jacob Kahn, Gabriel Synnaeve, Vitaliy Liptchinsky, Ronan Collobert
Wav2Letter++: A Fast Open-source Speech Recognition System. ICASSP (2019)
Jacob Kahn, Morgane Rivière, Weiyi Zheng, Evgeny Kharitonov, Qiantong Xu, Pierre-Emmanuel Mazaré, Julien Karadayi, Vitaliy Liptchinsky, Ronan Collobert, Christian Fuegen, Tatiana Likhomanenko, Gabriel Synnaeve, Armand Joulin, Abdelrahman Mohamed, Emmanuel Dupoux
Libri-Light: A Benchmark for ASR with Limited or No Supervision. CoRR (2019)
Tatiana Likhomanenko, Gabriel Synnaeve, Ronan Collobert
Who Needs Words? Lexicon-Free Speech Recognition. CoRR (2019)
Dimitri Palaz, Mathew Magimai-Doss, Ronan Collobert
End-to-end acoustic modeling using convolutional neural networks for HMM-based automatic speech recognition. Speech Commun. 108 (2019)
Steffen Schneider, Alexei Baevski, Ronan Collobert, Michael Auli
wav2vec: Unsupervised Pre-training for Speech Recognition. CoRR (2019)
Neil Zeghidour, Nicolas Usunier, Gabriel Synnaeve, Ronan Collobert, Emmanuel Dupoux
End-to-End Speech Recognition From the Raw Waveform. CoRR (2018)
Neil Zeghidour, Nicolas Usunier, Gabriel Synnaeve, Ronan Collobert, Emmanuel Dupoux
End-to-End Speech Recognition from the Raw Waveform. INTERSPEECH (2018)
Vineel Pratap, Awni Hannun, Qiantong Xu, Jeff Cai, Jacob Kahn, Gabriel Synnaeve, Vitaliy Liptchinsky, Ronan Collobert
wav2letter++: The Fastest Open-source Speech Recognition System. CoRR (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)
Neil Zeghidour, Qiantong Xu, Vitaliy Liptchinsky, Nicolas Usunier, Gabriel Synnaeve, Ronan Collobert
Fully Convolutional Speech Recognition. CoRR (2018)
Vitaliy Liptchinsky, Gabriel Synnaeve, Ronan Collobert
Letter-Based Speech Recognition with Gated ConvNets. CoRR (2017)
Ronan Collobert, Christian Puhrsch, Gabriel Synnaeve
Wav2Letter: an End-to-End ConvNet-based Speech Recognition System. CoRR (2016)
Pedro Oliveira Pinheiro, Tsung-Yi Lin, Ronan Collobert, Piotr Dollár
Learning to Refine Object Segments. ECCV (1) (2016)
Dimitri Palaz, Gabriel Synnaeve, Ronan Collobert
Jointly Learning to Locate and Classify Words Using Convolutional Networks. INTERSPEECH (2016)
Joël Legrand, Michael Auli, Ronan Collobert
Neural Network-based Word Alignment through Score Aggregation. CoRR (2016)
Pedro H. O. Pinheiro, Tsung-Yi Lin, Ronan Collobert, Piotr Dollár
Learning to Refine Object Segments. CoRR (2016)
Joël Legrand, Ronan Collobert
Deep Neural Networks for Syntactic Parsing of Morphologically Rich Languages. ACL (2) (2016)
Chen Sun, Manohar Paluri, Ronan Collobert, Ram Nevatia, Lubomir D. Bourdev
ProNet: Learning to Propose Object-Specific Boxes for Cascaded Neural Networks. CVPR (2016)
Joël Legrand, Michael Auli, Ronan Collobert
Neural Network-based Word Alignment through Score Aggregation. WMT (2016)
Joël Legrand, Ronan Collobert
Phrase Representations for Multiword Expressions. MWE@ACL (2016)
Rémi Lebret, Ronan Collobert
"The Sum of Its Parts": Joint Learning of Word and Phrase Representations with Autoencoders. CoRR (2015)
Chen Sun, Manohar Paluri, Ronan Collobert, Ram Nevatia, Lubomir D. Bourdev
ProNet: Learning to Propose Object-specific Boxes for Cascaded Neural Networks. CoRR (2015)
Pedro H. O. Pinheiro, Ronan Collobert, Piotr Dollár
Learning to Segment Object Candidates. CoRR (2015)
Rémi Lebret, Pedro H. O. Pinheiro, Ronan Collobert
Phrase-based Image Captioning. CoRR (2015)
Joël Legrand, Ronan Collobert
Joint RNN-Based Greedy Parsing and Word Composition. ICLR (Poster) (2015)
Dimitri Palaz, Mathew Magimai-Doss, Ronan Collobert
Convolutional Neural Networks-based continuous speech recognition using raw speech signal. ICASSP (2015)
Rémi Lebret, Pedro H. O. Pinheiro, Ronan Collobert
Simple Image Description Generator via a Linear Phrase-Based Approach. ICLR (Workshop) (2015)
Dimitri Palaz, Mathew Magimai-Doss, Ronan Collobert
Analysis of CNN-based speech recognition system using raw speech as input. INTERSPEECH (2015)
Rémi Lebret, Pedro H. O. Pinheiro, Ronan Collobert
Phrase-based Image Captioning. ICML (2015)
Dimitri Palaz, Mathew Magimai-Doss, Ronan Collobert
Learning linearly separable features for speech recognition using convolutional neural networks. ICLR (Workshop) (2015)
Rémi Lebret, Ronan Collobert
N-gram-Based Low-Dimensional Representation for Document Classification. ICLR (Workshop) (2015)
Pedro H. O. Pinheiro, Ronan Collobert, Piotr Dollár
Learning to Segment Object Candidates. NIPS (2015)
Rémi Lebret, Ronan Collobert
Rehabilitation of Count-Based Models for Word Vector Representations. CICLing (1) (2015)
Pedro H. O. Pinheiro, Ronan Collobert
From image-level to pixel-level labeling with Convolutional Networks. CVPR (2015)
Rémi Lebret, Ronan Collobert
Rehabilitation of Count-based Models for Word Vector Representations. CoRR (2014)
Yanjun Qi, Sujatha G. Das, Ronan Collobert, Jason Weston
Deep Learning for Character-Based Information Extraction. ECIR (2014)
Rémi Lebret, Ronan Collobert
Word Embeddings through Hellinger PCA. EACL (2014)
Pedro H. O. Pinheiro, Ronan Collobert
Recurrent Convolutional Neural Networks for Scene Labeling. ICML (2014)
Antoine Bordes, Léon Bottou, Ronan Collobert, Dan Roth, Jason Weston, Luke Zettlemoyer
Introduction to the special issue on learning semantics. Mach. Learn. 94 (2) (2014)
Pedro H. O. Pinheiro, Ronan Collobert
Weakly Supervised Semantic Segmentation with Convolutional Networks. CoRR (2014)
Marc'Aurelio Ranzato, Arthur Szlam, Joan Bruna, Michaël Mathieu, Ronan Collobert, Sumit Chopra
Video (language) modeling: a baseline for generative models of natural videos. CoRR (2014)
Joël Legrand, Ronan Collobert
Recurrent Greedy Parsing with Neural Networks. ECML/PKDD (2) (2014)
Dimitri Palaz, Mathew Magimai-Doss, Ronan Collobert
Joint phoneme segmentation inference and classification using CRFs. GlobalSIP (2014)
Dimitri Palaz, Ronan Collobert, Mathew Magimai-Doss
End-to-end Phoneme Sequence Recognition using Convolutional Neural Networks. CoRR (2013)
Dimitri Palaz, Ronan Collobert, Mathew Magimai-Doss
Estimating phoneme class conditional probabilities from raw speech signal using convolutional neural networks. INTERSPEECH (2013)
Dimitri Palaz, Ronan Collobert, Mathew Magimai-Doss
Estimating Phoneme Class Conditional Probabilities from Raw Speech Signal using Convolutional Neural Networks CoRR (2013)
Pedro H. O. Pinheiro, Ronan Collobert
Recurrent Convolutional Neural Networks for Scene Parsing. CoRR (2013)

Ronan Collobert.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Ronan Collobert