Ronan Collobert

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

Self-Training and Pre-Training are Complementary for Speech Recognition pdf

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

Torchnet: An Open-Source Platform for (Deep) Learning Research

Laurens van der Maaten, Armand Joulin, Ronan Collobert, 2016 .

Deep Learning for Efficient Discriminative Parsing

Ronan Collobert, Ronan Collobert, 2011, AISTATS.

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

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

Learning to Segment Object Candidates

Ronan Collobert, Pedro H. O. Pinheiro, Piotr Dollár, 2015, NIPS.

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

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

Deep Learning for Ecient Discriminative Parsing

Ronan Collobert, 2011 .

Learning linearly separable features for speech recognition using convolutional neural networks pdf

Dimitri Palaz, Ronan Collobert, Mathew Magimai-Doss, 2015, ICLR.

Unsupervised Cross-lingual Representation Learning for Speech Recognition pdf

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

Scaling Large Learning Problems with Hard Parallel Mixtures

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

N-gram-Based Low-Dimensional Representation for Document Classification pdf

Ronan Collobert, Rémi Lebret, 2015, ICLR.

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 .

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

Samy Bengio, Ronan Collobert, Samy Bengio, 2000 .

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

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

Large Scale Machine Learning

Ronan Collobert, Ronan Collobert, 2004 .

Curriculum learning

Jason Weston, Yoshua Bengio, Jérôme Louradour, 2009, ICML '09.

Convolutional Neural Networks-based continuous speech recognition using raw speech signal

Dimitri Palaz, Ronan Collobert, Mathew Magimai-Doss, 2015, 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Joint Masked CPC and CTC Training for ASR pdf

Gabriel Synnaeve, Ronan Collobert, Chaitanya Talnikar, 2020, ArXiv.

Multi-scale Transformer Language Models pdf

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

Speech & Face Based Biometric Authentication at Idiap Speech & Face Based Biometric Authentication at Idiap

Samy Bengio, Sébastien Marcel, Johnny Mariéthoz, 2003 .

End-to-End Speech Recognition From the Raw Waveform

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

SVMTorch: Support Vector Machines for Large-Scale Regression Problems

Samy Bengio, Ronan Collobert, Samy Bengio, 2001, J. Mach. Learn. Res..

Weakly Supervised Object Segmentation with 004 dwaeConvolutional Neural Networks

Ronan Collobert, Pedro O. Pinheiro, 2014 .

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

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

Sentiment Analysis ( Almost ) from Scratch

Ronan Collobert, Rémi Lebret, Pedro O. Pinheiro, 2016 .

Gated ConvNets for Letter-Based ASR

Gabriel Synnaeve, Ronan Collobert, Vitaliy Liptchinsky, 2018 .

Natural Language Processing (Almost) from Scratch

Jason Weston, Koray Kavukcuoglu, Léon Bottou, 2011, J. Mach. Learn. Res..

Large Scale Transductive SVMs

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

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

Armand Joulin, Emmanuel Dupoux, Julien Karadayi, 2020, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Fully Convolutional Speech Recognition pdf

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

Rehabilitation of Count-Based Models for Word Vector Representations

Ronan Collobert, Rémi Lebret, 2015, CICLing.

wav2letter++ : A Fast Open-Source Speech Recognition Framework

Gabriel Synnaeve, Ronan Collobert, Vineel Pratap, 2019 .

Speech & face based biometric authentication at IDIAP

Samy Bengio, Sébastien Marcel, Johnny Mariéthoz, 2003, 2003 International Conference on Multimedia and Expo. ICME '03. Proceedings (Cat. No.03TH8698).

Towards Understanding Situated Text : Concept Labeling and Weak Supervision

Jason Weston, Antoine Bordes, Nicolas Usunier, 2009 .

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).

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

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

Phrase Representations for Multiword Expressions

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

A unified architecture for natural language processing: deep neural networks with multitask learning

Jason Weston, Ronan Collobert, J. Weston, 2008, ICML '08.

Learning to rank with (a lot of) word features

Yanjun Qi, Jason Weston, Bing Bai, 2010, Information Retrieval.

Syntactic Parsing of Morphologically Rich Languages Using Deep Neural Networks

Ronan Collobert, Joël Legrand, 2015 .

To Reverse the Gradient or Not: an Empirical Comparison of Adversarial and Multi-task Learning in Speech Recognition

Nicolas Usunier, Neil Zeghidour, Gabriel Synnaeve, 2019, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Scaling Up Online Speech Recognition Using ConvNets

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

Word-level Speech Recognition with a Dynamic Lexicon pdf

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

Twitter Sentiment Analysis (Almost) from Scratch

Ronan Collobert, Rémi Lebret, Pedro O. Pinheiro, 2016 .

Trading convexity for scalability

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

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

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

Video (language) modeling: a baseline for generative models of natural videos pdf

Marc'Aurelio Ranzato, Joan Bruna, Sumit Chopra, 2014, ArXiv.

Analysis of CNN-based speech recognition system using raw speech as input

Dimitri Palaz, Ronan Collobert, Mathew Magimai-Doss, 2015, INTERSPEECH.

Word Embeddings through Hellinger PCA pdf

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

Inference with the Universum

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

04-42 Large Scale Machine Learning

Ronan Collobert, Ronan Collobert, 2004 .

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

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

A New Margin-Based Criterion for Efficient Gradient Descent

Samy Bengio, Ronan Collobert, 2003 .

Polynomial Semantic Indexing

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

Deep learning from temporal coherence in video

Hossein Mobahi, Jason Weston, Ronan Collobert, 2009, ICML '09.

Learning to Segments Objects Candidates

Ronan Collobert, Piotr Dollár, Pedro O. Pinheiro, 2015, NIPS 2015.

Letter-Based Speech Recognition with Gated ConvNets pdf

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

Unsupervised Cross-lingual Representation Learning for Speech Recognition pdf

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

Pseudo-Labeling for Massively Multilingual Speech Recognition pdf

Gabriel Synnaeve, Ronan Collobert, Loren Lugosch, 2021, ArXiv.

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).

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).

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

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

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

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

CAPE: Encoding Relative Positions with Continuous Augmented Positional Embeddings pdf

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

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

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

Iterative Pseudo-Labeling for Speech Recognition pdf

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