Ronan Collobert

Gabriel Synnaeve, Ronan Collobert, Alexei Baevski, 2020, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Deep Learning for Efficient Discriminative Parsing

Ronan Collobert, Ronan Collobert, 2011, AISTATS.

Combining labeled and unlabeled data with word-class distribution learning

Yanjun Qi, Jason Weston, Koray Kavukcuoglu, 2009, CIKM.

Phrase-based Image Captioning

Ronan Collobert, Pedro H. O. Pinheiro, Rémi Lebret, 2015, ICML.

Implementing Neural Networks Efficiently

Clément Farabet, Koray Kavukcuoglu, Ronan Collobert, 2012, Neural Networks: Tricks of the Trade.

On the Convergence of SVMTorch, an Algorithm for Large-Scale Regression Problems

Samy Bengio, Ronan Collobert, Samy Bengio, 2000 .

Learning Structured Embeddings of Knowledge Bases

Jason Weston, Yoshua Bengio, Antoine Bordes, 2011, AAAI.

Wav2Letter++: A Fast Open-source Speech Recognition System

Ronan Collobert, Awni Y. Hannun, Gabriel Synnaeve, 2018, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Word Embeddings through Hellinger PCA pdf

Ronan Collobert, R'emi Lebret, Ronan Collobert, 2013, EACL.

Towards Understanding Situated Natural Language

Jason Weston, Antoine Bordes, Nicolas Usunier, 2010, AISTATS.

Large Scale Transductive SVMs

Jason Weston, Léon Bottou, Ronan Collobert, 2006, J. Mach. Learn. Res..

Neural Network-based Word Alignment through Score Aggregation

Ronan Collobert, Michael Auli, Joël Legrand, 2016, WMT.

Large Scale Machine Learning

Ronan Collobert, Ronan Collobert, 2004 .

Polynomial Semantic Indexing

Yanjun Qi, Jason Weston, Bing Bai, 2009, NIPS.

Kaizen: Continuously Improving Teacher Using Exponential Moving Average for Semi-Supervised Speech Recognition pdf

Geoffrey Zweig, Yatharth Saraf, Ronan Collobert, 2021, 2021 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU).

Weakly Supervised Object Segmentation with Convolutional Neural Networks

Pedro H. O. Pinheiro, Ronan Collobert, 2014 .

PAID I IMPROVING OBJECT CLASSIFICATION USING POSE INFORMATION

David Grangier, Ronan Collobert, F. Fleuret, 2012 .

Fe b 20 19 TO REVERSE THE GRADIENT OR NOT : AN EMPIRICAL COMPARISON OF ADVERSARIAL AND MULTITASK LEARNING IN SPEECH RECOGNITION *

Ronan Collobert, Nicolas Usunier, Gabriel Synnaeve, 2019 .

1 Trading Convexity for Scalability

J. Weston, L. Bottou, Ronan Collobert, 2008 .

Iterative Pseudo-Labeling for Speech Recognition pdf

Gabriel Synnaeve, Ronan Collobert, Qiantong Xu, 2020, INTERSPEECH.

Speech Recognition

Ronan Collobert, Michael Auli, Alexei Baevski, 2019, The SAGE Encyclopedia of Human Communication Sciences and Disorders.

Recurrent Convolutional Neural Networks for Scene Parsing pdf

Ronan Collobert, Pedro H. O. Pinheiro, Ronan Collobert, 2013, ArXiv.

Joint phoneme segmentation inference and classification using CRFs

Dimitri Palaz, Ronan Collobert, Mathew Magimai-Doss, 2014, 2014 IEEE Global Conference on Signal and Information Processing (GlobalSIP).

PAID I RECURRENT CONVOLUTIONAL NEURAL NETWORKS FOR SCENE LABELING

Pedro H. O. Pinheiro, Ronan Collobert, 2013 .

Supplementary for ECIR 2014 Paper “ Deep Learning for Character-based Information Extraction on Chinese and Protein Sequence ”

J. Weston, Ronan Collobert, Yanjun Qi, 2014 .

Supervised Semantic Indexing for Ranking Documents

J. Weston, David Grangier, Ronan Collobert, 2009 .

FACE BASED BIOMETRIC AUTHENTICATION AT IDIAP

Samy Bengio, Ronan Collobert, H. Bourlard, 2003 .

End-to-end ASR: from Supervised to Semi-Supervised Learning with Modern Architectures pdf

Edouard Grave, Gabriel Synnaeve, Ronan Collobert, 2019, ArXiv.

ReLU, Sigmoid, Tanh, Log, Cos, Dropout, Negate, Softmax, LogSoftmax, SumElements, RowSlice, RowStack, Scale, Times, DiagTimes, Plus, Minus, ElementTimes, KhatriRaoProd- uct, Reshape traInIng crIterIa SquareError, CrossEntropyWithSoftmax, ClassificationError, ClassBasedCrossEntropyWith- SoftMax, GMML

Clément Farabet, Koray Kavukcuoglu, Ronan Collobert, 2015 .

Weakly Supervised Semantic Segmentation with Convolutional Networks

Pedro H. O. Pinheiro, Ronan Collobert, 2014, ArXiv.

Flashlight: Enabling Innovation in Tools for Machine Learning

Ronan Collobert, Benoit Steiner, Edouard Grave, 2022, ICML.

Libri-Light: A Benchmark for ASR with Limited or No Supervision

Abdel-rahman Mohamed, Ronan Collobert, Armand Joulin, 2019, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

CAPE: Encoding Relative Positions with Continuous Augmented Positional Embeddings pdf

Gabriel Synnaeve, Ronan Collobert, Tatiana Likhomanenko, 2021, NeurIPS.

Gated ConvNets for Letter-Based ASR

Gabriel Synnaeve, Ronan Collobert, Vitaliy Liptchinsky, 2018 .

Continuous Soft Pseudo-Labeling in ASR

Samy Bengio, Ronan Collobert, T. Likhomanenko, 2022, ArXiv.

End-to-end acoustic modeling using convolutional neural networks for HMM-based automatic speech recognition

Dimitri Palaz, Ronan Collobert, Mathew Magimai-Doss, 2019, Speech Commun..

Wav2Letter++: A Fast Open-source Speech Recognition System

Gabriel Synnaeve, Ronan Collobert, Vineel Pratap, 2018, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Unsupervised Cross-lingual Representation Learning for Speech Recognition pdf

Ronan Collobert, Alexei Baevski, Michael Auli, 2020, Interspeech.

Is Deep Learning Really Necessary for Word Embeddings

Ronan Collobert, Rémi Lebret, Joël Legrand, 2013 .

Joint RNN-Based Greedy Parsing and Word Composition pdf

Ronan Collobert, Joël Legrand, Ronan Collobert, 2014, ICLR.

JOINT RNN-BASED GREEDY PARSING AND WORD

Ronan Collobert, Lausanne Switzerland, Ronan Collobert, 2015 .

Large Scale Application of Neural Network Based Semantic Role Labeling for Automated Relation Extraction from Biomedical Texts

Jason Weston, Ronan Collobert, Hans-Werner Mewes, 2009, PloS one.

Inference with the Universum

Jason Weston, Léon Bottou, Ronan Collobert, 2006, ICML.

wav2vec: Unsupervised Pre-training for Speech Recognition

Ronan Collobert, Steffen Schneider, Alexei Baevski, 2019, INTERSPEECH.

Estimating phoneme class conditional probabilities from raw speech signal using convolutional neural networks pdf

Dimitri Palaz, Ronan Collobert, Mathew Magimai-Doss, 2013, INTERSPEECH.

MLS: A Large-Scale Multilingual Dataset for Speech Research

Gabriel Synnaeve, Ronan Collobert, Vineel Pratap, 2020, INTERSPEECH.

Massively Multilingual ASR: 50 Languages, 1 Model, 1 Billion Parameters

Gabriel Synnaeve, Ronan Collobert, Vineel Pratap, 2020, INTERSPEECH.

Robust wav2vec 2.0: Analyzing Domain Shift in Self-Supervised Pre-Training pdf

Gabriel Synnaeve, Ronan Collobert, Alexei Baevski, 2021, Interspeech.

Who Needs Words? Lexicon-Free Speech Recognition pdf

Gabriel Synnaeve, Ronan Collobert, Tatiana Likhomanenko, 2019, INTERSPEECH.

A Fully Differentiable Beam Search Decoder pdf

Gabriel Synnaeve, Ronan Collobert, Awni Hannun, 2019, ICML.

Continuous Pseudo-Labeling from the Start

Samy Bengio, Ronan Collobert, T. Likhomanenko, 2022, ICLR.

slimIPL: Language-Model-Free Iterative Pseudo-Labeling

Ronan Collobert, Gabriel Synnaeve, Qiantong Xu, 2020, Interspeech.

Joint Masked CPC And CTC Training For ASR

Ronan Collobert, Gabriel Synnaeve, T. Likhomanenko, 2020, IEEE International Conference on Acoustics, Speech, and Signal Processing.

End-to-end ASR: from Supervised to Semi-Supervised Learning with Modern Architectures pdf

Edouard Grave, Gabriel Synnaeve, Ronan Collobert, 2019, ArXiv.

Raw Speech Signal-based Continuous Speech Recognition using Convolutional Neural Networks

Dimitri Palaz, Ronan Collobert, Mathew Magimai.-Doss, 2014 .

End-to-end Phoneme Sequence Recognition using Convolutional Neural Networks pdf

Dimitri Palaz, Ronan Collobert, Mathew Magimai-Doss, 2013, ArXiv.

Fast Semantic Extraction Using a Novel Neural Network Architecture

Martine De Cock, Etienne E. Kerre, Frederik Vynckier, 2007, ACL.

04-42 Large Scale Machine Learning

Ronan Collobert, Ronan Collobert, 2004 .

Sequence-to-Sequence Speech Recognition with Time-Depth Separable Convolutions

Ronan Collobert, Qiantong Xu, Awni Hannun, 2019, INTERSPEECH.

Rethinking Evaluation in ASR: Are Our Models Robust Enough? pdf

Gabriel Synnaeve, Ronan Collobert, Vineel Pratap, 2020, Interspeech.

Pseudo-Labeling for Massively Multilingual Speech Recognition

Ronan Collobert, Gabriel Synnaeve, T. Likhomanenko, 2021, ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Star Temporal Classification: Sequence Modeling with Partially Labeled Data

Ronan Collobert, Awni Y. Hannun, Gabriel Synnaeve, 2022, Neural Information Processing Systems.

Wav2Letter: an End-to-End ConvNet-based Speech Recognition System pdf

Gabriel Synnaeve, Ronan Collobert, Christian Puhrsch, 2016, ArXiv.

Star Temporal Classification: Sequence Classification with Partially Labeled Data

Ronan Collobert, Awni Y. Hannun, Gabriel Synnaeve, 2022, ArXiv.

Letter-Based Speech Recognition with Gated ConvNets pdf

Gabriel Synnaeve, Ronan Collobert, Vitaliy Liptchinsky, 2017, ArXiv.

More Speaking or More Speakers?

Ronan Collobert, T. Likhomanenko, Dan Berrebbi, 2022, ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

From image-level to pixel-level labeling with Convolutional Networks

Ronan Collobert, Pedro H. O. Pinheiro, Ronan Collobert, 2014, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Simple Image Description Generator via a Linear Phrase-Based Approach pdf

Ronan Collobert, Pedro H. O. Pinheiro, Rémi Lebret, 2014, ICLR.

Word Order does not Matter for Speech Recognition pdf

Gabriel Synnaeve, Ronan Collobert, Vineel Pratap, 2021, ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Multi-scale Transformer Language Models pdf

Marc'Aurelio Ranzato, Y-Lan Boureau, Ronan Collobert, 2020, ArXiv.

Word-Level Speech Recognition With a Letter to Word Encoder

Gabriel Synnaeve, Ronan Collobert, Awni Hannun, 2019, ICML.

Word-level Speech Recognition with a Dynamic Lexicon pdf

Gabriel Synnaeve, Ronan Collobert, Awni Hannun, 2019, ArXiv.

ProNet: Learning to Propose Object-Specific Boxes for Cascaded Neural Networks

Ramakant Nevatia, Chen Sun, Manohar Paluri, 2015, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

End-to-End Speech Recognition From the Raw Waveform

Nicolas Usunier, Emmanuel Dupoux, Neil Zeghidour, 2018, INTERSPEECH.

Jointly Learning to Locate and Classify Words Using Convolutional Networks

Dimitri Palaz, Gabriel Synnaeve, Ronan Collobert, 2016, INTERSPEECH.

Scaling Up Online Speech Recognition Using ConvNets

Gabriel Synnaeve, Ronan Collobert, Vineel Pratap, 2020, INTERSPEECH.

Scaling Large Learning Problems with Hard Parallel Mixtures

Samy Bengio, Yoshua Bengio, Ronan Collobert, 2002, Int. J. Pattern Recognit. Artif. Intell..

Phrase Representations for Multiword Expressions

Ronan Collobert, Joël Legrand, Ronan Collobert, 2016, MWE@ACL.

"The Sum of Its Parts": Joint Learning of Word and Phrase Representations with Autoencoders pdf

Ronan Collobert, Rémi Lebret, Ronan Collobert, 2015, ArXiv.

Simple Image Description Generator via a Linear Phrase-based Model

Ronan Collobert, Pedro H. O. Pinheiro, Rémi Lebret, 2015 .

Semi-supervised Abstraction-Augmented String Kernel for Multi-level Bio-Relation Extraction

Yanjun Qi, Vladimir Pavlovic, Jason Weston, 2010, ECML/PKDD.

Fully Convolutional Speech Recognition pdf

Nicolas Usunier, Neil Zeghidour, Gabriel Synnaeve, 2018, ArXiv.

Deep Learning for Character-Based Information Extraction

Yanjun Qi, Jason Weston, Ronan Collobert, 2014, ECIR.

Joint RNN-Based Greedy Parsing and Word Composition

Ronan Collobert, Joël Legrand, 2014, ICLR.

Unsupervised ASR via Cross-Lingual Pseudo-Labeling

Ronan Collobert, T. Likhomanenko, Loren Lugosch, 2023, ArXiv.

Half Transductive Ranking

Jason Weston, Bing Bai, Mehryar Mohri, 2010, AISTATS.

AV-CPL: Continuous Pseudo-Labeling for Audio-Visual Speech Recognition

Ronan Collobert, Andrew Rouditchenko, Tatiana Likhomanenko, 2023, ArXiv.

Unsupervised ASR via Cross-Lingual Pseudo-Labeling

Ronan Collobert, Loren Lugosch, Tatiana Likhomanenko, 2023, ArXiv.

Continuous Soft Pseudo-Labeling in ASR

Samy Bengio, Ronan Collobert, N. Jaitly, 2022, ICBINB.

slimIPL: Language-Model-Free Iterative Pseudo-Labeling pdf

Gabriel Synnaeve, Ronan Collobert, Qiantong Xu, 2020, Interspeech.

Pseudo-Labeling for Massively Multilingual Speech Recognition

Ronan Collobert, Gabriel Synnaeve, Loren Lugosch, 2021, ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

From image-level to pixel-level labeling with Convolutional Networks

Pedro H. O. Pinheiro, Ronan Collobert, R. Collobert, 2014, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Speech Recognition

Ronan Collobert, Michael Auli, Alexei Baevski, 2019, The SAGE Encyclopedia of Human Communication Sciences and Disorders.

Speech Recognition

Peter Foster, Foster Schalk, Ronan Collobert, 2018, Encyclopedia of Biometrics.