Théodore Bluche, Thibault Gisselbrecht (2020)
Predicting detection filters for small footprint open-vocabulary keyword spotting.
In 21st Annual Conference of the International Speech Communication Association (Interspeech), to appear
2019 2
Théodore Bluche (2019)
Systems and methods for recognizing characters in digitized documents.
In US Patent 10,354,168
Théodore Bluche, Thibault Gisselbrecht (2019)
Predicting detection filters for small footprint open-vocabulary keyword spotting.
In arXiv preprint arXiv:1912.07575
Alice Coucke, Alaa Saade, Adrien Ball, Théodore Bluche, Alexandre Caulier, David Leroy, Clément Doumouro, Thibault Gisselbrecht, Francesco Caltagirone, Thibaut Lavril, Thibaut Lavril (2018)
Snips Voice Platform: an embedded Spoken Language Understanding system for private-by-design voice interfaces.
In arXiv preprint arXiv:1805.10190
Alaa Saade, Alice Coucke, Alexandre Caulier, Joseph Dureau, Adrien Ball, Théodore Bluche, David Leroy, Clément Doumouro, Thibault Gisselbrecht, Francesco Caltagirone, Francesco Caltagirone (2018)
Spoken Language Understanding on the Edge.
In arXiv preprint arXiv:1810.12735
Théodore Bluche, Christopher Kermorvant, Hermann Ney (2017)
How to Design Deep Neural Networks for Handwriting Recognition.
In Handwriting: Recognition, Development and Analysis, 113-148
Théodore Bluche, Christopher Kermorvant, Claude Touzet, Hervé Glotin (2017)
Cortical-Inspired Open-Bigram Representation for Handwritten Word Recognition.
In 14th International Conference on Document Analysis and Recognition (ICDAR), 2017, 73-78
Théodore Bluche, Jérôme Louradour, Ronaldo Messina (2017)
Scan, Attend and Read: End-to-End Handwritten Paragraph Recognition with MDLSTM Attention.
In 14th International Conference on Document Analysis and Recognition (ICDAR), 2017, 1050-1055
Théodore Bluche, Ronaldo Messina (2017)
Gated Convolutional Recurrent Neural Networks for Multilingual Handwriting Recognition.
In 14th International Conference on Document Analysis and Recognition (ICDAR), 2017, 646-651
Théodore Bluche, Sébastien Hamel, Christopher Kermorvant, Joan Puigcerver, Dominique Stutzmann, Alejandro Toselli, Enrique Vidal (2017)
Preparatory KWS Experiments for Large-Scale Indexing of a Vast Medieval Manuscript Collection in the XXXX Project.
In 14th International Conference on Document Analysis and Recognition (ICDAR), 2017, 311-316
2016 6
Dominique Stutzmann, Théodore Bluche, Yann Leydier, Florence Cloppet, Véronique Englin, Christopher Kermorvant, Nicole Vincent (2016)
Text-Image Alignment and Automated Letter-form Classification: Reading vs. Looking at..
In Second International Conference on Natural Sciences and Technology in Manuscript Analysis.
Théodore Bluche (2016)
Joint line segmentation and transcription for end-to-end handwritten paragraph recognition.
In Advances in Neural Information Processing Systems, 838-846
Théodore Bluche, Dominique Stutzmann, Christopher Kermorvant (2016)
Automatic Handwritten Character Segmentation for Paleographical Character Shape Analysis.
In 12th IAPR Workshop on Document Analysis Systems (DAS), 2016, 42-47
Théodore Bluche, Christopher Kermorvant, Hermann Ney, Jérôme Louradour (2016)
La CTC et son intrigant label "blank".
In Colloque International Francophone sur lÉcrit et le Document, 39-54
Théodore Bluche, Ronaldo Messina (2016)
Faster Segmentation-Free Handwritten Chinese Text Recognition with Character Decompositions.
In International Conference on Frontiers in Handwriting Recognition (ICFHR)
Théodore Bluche, Hermann Ney, Christopher Kermorvant (2015)
The LIMSI handwriting recognition system for the HTRtS 2014 contest.
In 13th International Conference on Document Analysis and Recognition (ICDAR), 2015, 86-90
Théodore Bluche, Christopher Kermorvant, Jérôme Louradour (2015)
Where to apply dropout in recurrent neural networks for handwriting recognition?.
In 13th International Conference on Document Analysis and Recognition (ICDAR), 2015, 681-685
Théodore Bluche, Hermann Ney, Jérôme Louradour, Christopher Kermorvant (2015)
Framewise and ctc training of neural networks for handwriting recognition.
In 13th International conference on Document analysis and recognition (icdar), 2015, 81-85
Dominique Stutzmann, Théodore Bluche, Alexei Lavrentev, Yann Leydier, Christopher Kermorvant (2015)
From Text and Image to Historical Resource: Text-Image Alignment for Digital Humanists..
In Digital Humanities (DH)
2014 5
Vu Pham, Théodore Bluche, Christopher Kermorvant, Jérôme Louradour (2014)
Dropout improves recurrent neural networks for handwriting recognition.
In 14th International Conference on Frontiers in Handwriting Recognition (ICFHR), 2014, 285-290
Théodore Bluche, Jérôme Louradour, Maxime Knibbe, Bastien Moysset, Mohamed Faouzi Benzeghiba, Christopher Kermorvant (2014)
The a2ia arabic handwritten text recognition system at the open hart2013 evaluation.
In 11th IAPR International Workshop on Document Analysis Systems (DAS), 2014, 161-165
Bastien Moysset, Théodore Bluche, Maxime Knibbe, Mohamed Faouzi Benzeghiba, Ronaldo Messina, Jérôme Louradour, Christopher Kermorvant (2014)
The A2iA multi-lingual text recognition system at the second Maurdor evaluation.
In 14th International Conference on Frontiers in Handwriting Recognition (ICFHR), 2014, 297-302
Théodore Bluche, Bastien Moysset, Christopher Kermorvant (2014)
Automatic line segmentation and ground-truth alignment of handwritten documents.
In 14th International Conference on Frontiers in Handwriting Recognition (ICFHR), 2014, 667-672
Théodore Bluche, Hermann Ney, Christopher Kermorvant (2014)
A comparison of sequence-trained deep neural networks and recurrent neural networks optical modeling for handwriting recognition.
In International Conference on Statistical Language and Speech Processing, 199-210
Théodore Bluche, Hermann Ney, Christopher Kermorvant (2013)
Feature extraction with convolutional neural networks for handwritten word recognition.
In 12th International Conference on Document Analysis and Recognition (ICDAR), 2013, 285-289
Theodore Bluche, Hermann Ney, Christopher Kermorvant (2013)
Tandem HMM with convolutional neural network for handwritten word recognition.
In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2013, 2390-2394
Jérôme Louradour, Théodore Bluche, Anne-Laure Bianne-Bernard, Farès Menasri, Christopher Kermorvant (2012)
De l'usage des scores et des alternatives de reconnaissance pour la classification d'images de documents manuscrits.
In Colloque International Francophone sur l'Ecrit et le Document (CIFED)
Christopher Kermorvant, AL Bianne-Bernard, Théodore Bluche, Jérôme Louradour (2012)
On using alternative recognition candidates and scores for handwritten documents classification.
In Tech. Rep. A2iA-RR-2012-1, A2iA