Ronan Collobert

According to our database1, Ronan Collobert authored at least 96 papers between 2001 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2023
AV-CPL: Continuous Pseudo-Labeling for Audio-Visual Speech Recognition.
CoRR, 2023

Unsupervised ASR via Cross-Lingual Pseudo-Labeling.
CoRR, 2023

Continuous pseudo-labeling from the start.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

More Speaking or More Speakers?
Proceedings of the IEEE International Conference on Acoustics, 2023

2022
Star Temporal Classification: Sequence Classification with Partially Labeled Data.
CoRR, 2022

Star Temporal Classification: Sequence Modeling with Partially Labeled Data.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Flashlight: Enabling Innovation in Tools for Machine Learning.
Proceedings of the International Conference on Machine Learning, 2022

Continuous Soft Pseudo-Labeling in ASR.
Proceedings of the Proceedings on "I Can't Believe It's Not Better!, 2022

Word Order does not Matter for Speech Recognition.
Proceedings of the IEEE International Conference on Acoustics, 2022

Pseudo-Labeling for Massively Multilingual Speech Recognition.
Proceedings of the IEEE International Conference on Acoustics, 2022

2021
CAPE: Encoding Relative Positions with Continuous Augmented Positional Embeddings.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Rethinking Evaluation in ASR: Are Our Models Robust Enough?
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

slimIPL: Language-Model-Free Iterative Pseudo-Labeling.
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

Robust wav2vec 2.0: Analyzing Domain Shift in Self-Supervised Pre-Training.
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

Unsupervised Cross-Lingual Representation Learning for Speech Recognition.
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

Self-Training and Pre-Training are Complementary for Speech Recognition.
Proceedings of the IEEE International Conference on Acoustics, 2021

Joint Masked CPC And CTC Training For ASR.
Proceedings of the IEEE International Conference on Acoustics, 2021

Kaizen: Continuously Improving Teacher Using Exponential Moving Average for Semi-Supervised Speech Recognition.
Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2021

2020
Multi-scale Transformer Language Models.
CoRR, 2020

Iterative Pseudo-Labeling for Speech Recognition.
Proceedings of the Interspeech 2020, 2020

MLS: A Large-Scale Multilingual Dataset for Speech Research.
Proceedings of the Interspeech 2020, 2020

Scaling Up Online Speech Recognition Using ConvNets.
Proceedings of the Interspeech 2020, 2020

Massively Multilingual ASR: 50 Languages, 1 Model, 1 Billion Parameters.
Proceedings of the Interspeech 2020, 2020

Word-Level Speech Recognition With a Letter to Word Encoder.
Proceedings of the 37th International Conference on Machine Learning, 2020

Libri-Light: A Benchmark for ASR with Limited or No Supervision.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019
End-to-end acoustic modeling using convolutional neural networks for HMM-based automatic speech recognition.
Speech Commun., 2019

End-to-end ASR: from Supervised to Semi-Supervised Learning with Modern Architectures.
CoRR, 2019

Word-level Speech Recognition with a Dynamic Lexicon.
CoRR, 2019

wav2vec: Unsupervised Pre-Training for Speech Recognition.
Proceedings of the Interspeech 2019, 2019

Who Needs Words? Lexicon-Free Speech Recognition.
Proceedings of the Interspeech 2019, 2019

Sequence-to-Sequence Speech Recognition with Time-Depth Separable Convolutions.
Proceedings of the Interspeech 2019, 2019

A fully differentiable beam search decoder.
Proceedings of the 36th International Conference on Machine Learning, 2019

Wav2Letter++: A Fast Open-source Speech Recognition System.
Proceedings of the IEEE International Conference on Acoustics, 2019

To Reverse the Gradient or Not: an Empirical Comparison of Adversarial and Multi-task Learning in Speech Recognition.
Proceedings of the IEEE International Conference on Acoustics, 2019

2018
wav2letter++: The Fastest Open-source Speech Recognition System.
CoRR, 2018

Fully Convolutional Speech Recognition.
CoRR, 2018

End-to-End Speech Recognition from the Raw Waveform.
Proceedings of the Interspeech 2018, 2018

2017
Letter-Based Speech Recognition with Gated ConvNets.
CoRR, 2017

2016
Wav2Letter: an End-to-End ConvNet-based Speech Recognition System.
CoRR, 2016

Neural Network-based Word Alignment through Score Aggregation.
Proceedings of the First Conference on Machine Translation, 2016

Phrase Representations for Multiword Expressions.
Proceedings of the 12th Workshop on Multiword Expressions, 2016

Jointly Learning to Locate and Classify Words Using Convolutional Networks.
Proceedings of the Interspeech 2016, 2016

Learning to Refine Object Segments.
Proceedings of the Computer Vision - ECCV 2016, 2016

ProNet: Learning to Propose Object-Specific Boxes for Cascaded Neural Networks.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Deep Neural Networks for Syntactic Parsing of Morphologically Rich Languages.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

2015
Learning linearly separable features for speech recognition using convolutional neural networks.
Proceedings of the 3rd International Conference on Learning Representations, 2015

Joint RNN-Based Greedy Parsing and Word Composition.
Proceedings of the 3rd International Conference on Learning Representations, 2015

Simple Image Description Generator via a Linear Phrase-Based Approach.
Proceedings of the 3rd International Conference on Learning Representations, 2015

"The Sum of Its Parts": Joint Learning of Word and Phrase Representations with Autoencoders.
CoRR, 2015

N-gram-Based Low-Dimensional Representation for Document Classification.
Proceedings of the 3rd International Conference on Learning Representations, 2015

Learning to Segment Object Candidates.
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Analysis of CNN-based speech recognition system using raw speech as input.
Proceedings of the INTERSPEECH 2015, 2015

Phrase-based Image Captioning.
Proceedings of the 32nd International Conference on Machine Learning, 2015

Convolutional Neural Networks-based continuous speech recognition using raw speech signal.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

From image-level to pixel-level labeling with Convolutional Networks.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Rehabilitation of Count-Based Models for Word Vector Representations.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2015

2014
Introduction to the special issue on learning semantics.
Mach. Learn., 2014

Video (language) modeling: a baseline for generative models of natural videos.
CoRR, 2014

Weakly Supervised Semantic Segmentation with Convolutional Networks.
CoRR, 2014

Recurrent Greedy Parsing with Neural Networks.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

Recurrent Convolutional Neural Networks for Scene Labeling.
Proceedings of the 31th International Conference on Machine Learning, 2014

Joint phoneme segmentation inference and classification using CRFs.
Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

Deep Learning for Character-Based Information Extraction.
Proceedings of the Advances in Information Retrieval, 2014

Word Embeddings through Hellinger PCA.
Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics, 2014

2013
Recurrent Convolutional Neural Networks for Scene Parsing.
CoRR, 2013

End-to-end Phoneme Sequence Recognition using Convolutional Neural Networks.
CoRR, 2013

Estimating phoneme class conditional probabilities from raw speech signal using convolutional neural networks.
Proceedings of the INTERSPEECH 2013, 2013

2012
Deep Learning via Semi-supervised Embedding.
Proceedings of the Neural Networks: Tricks of the Trade - Second Edition, 2012

Implementing Neural Networks Efficiently.
Proceedings of the Neural Networks: Tricks of the Trade - Second Edition, 2012

2011
Natural Language Processing (Almost) from Scratch.
J. Mach. Learn. Res., 2011

Deep Learning for Efficient Discriminative Parsing.
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, 2011

Learning Structured Embeddings of Knowledge Bases.
Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

2010
Towards Understanding Situated Natural Language.
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics, 2010

Half Transductive Ranking.
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics, 2010

Learning to rank with (a lot of) word features.
Inf. Retr., 2010

Semi-supervised Abstraction-Augmented String Kernel for Multi-level Bio-Relation Extraction.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010

2009
Polynomial Semantic Indexing.
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

Deep learning from temporal coherence in video.
Proceedings of the 26th Annual International Conference on Machine Learning, 2009

Curriculum learning.
Proceedings of the 26th Annual International Conference on Machine Learning, 2009

Semi-Supervised Sequence Labeling with Self-Learned Features.
Proceedings of the ICDM 2009, 2009

Supervised Semantic Indexing.
Proceedings of the Advances in Information Retrieval, 2009

Combining labeled and unlabeled data with word-class distribution learning.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

Supervised semantic indexing.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2008
Deep learning via semi-supervised embedding.
Proceedings of the Machine Learning, 2008

Large scale manifold transduction.
Proceedings of the Machine Learning, 2008

A unified architecture for natural language processing: deep neural networks with multitask learning.
Proceedings of the Machine Learning, 2008

2007
Fast Semantic Extraction Using a Novel Neural Network Architecture.
Proceedings of the ACL 2007, 2007

2006
Large Scale Transductive SVMs.
J. Mach. Learn. Res., 2006

Inference with the Universum.
Proceedings of the Machine Learning, 2006

Trading convexity for scalability.
Proceedings of the Machine Learning, 2006

2004
Links between perceptrons, MLPs and SVMs.
Proceedings of the Machine Learning, 2004

A gentle Hessian for efficient gradient descent.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

2003
Scaling Large Learning Problems with Hard Parallel Mixtures.
Int. J. Pattern Recognit. Artif. Intell., 2003

Speech & face based biometric authentication at IDIAP.
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

2002
A Parallel Mixture of SVMs for Very Large Scale Problems.
Neural Comput., 2002

2001
SVMTorch: Support Vector Machines for Large-Scale Regression Problems.
J. Mach. Learn. Res., 2001


  Loading...