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Quaternion recurrent neural networks
T Parcollet, M Ravanelli, M Morchid, G Linarès, C Trabelsi, R De Mori, ...
arXiv preprint arXiv:1806.04418, 2018
A survey of quaternion neural networks
T Parcollet, M Morchid, G Linarès
Artificial Intelligence Review 53, 2957-2982, 2020
Quaternion convolutional neural networks for end-to-end automatic speech recognition
T Parcollet, Y Zhang, M Morchid, C Trabelsi, G Linarès, R De Mori, ...
arXiv preprint arXiv:1806.07789, 2018
The lia speech recognition system: from 10xrt to 1xrt
G Linares, P Nocéra, D Massonie, D Matrouf
Text, Speech and Dialogue: 10th International Conference, TSD 2007, Pilsen …, 2007
Feature selection using principal component analysis for massive retweet detection
M Morchid, R Dufour, PM Bousquet, G Linares, JM Torres-Moreno
Pattern Recognition Letters 49, 33-39, 2014
Quaternion convolutional neural networks for heterogeneous image processing
T Parcollet, M Morchid, G Linarès
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
Phoneme Lattice Based A* Search Algorithm for Speech Recognition
P Nocera, G Linares, D Massonié, L Lefort
Text, Speech and Dialogue: 5th International Conference, TSD 2002 Brno …, 2002
Imperfect transcript driven speech recognition
B Lecouteux, G Linares, P Nocéra, JF Bonastre
InterSpeech, 2006
Spontaneous speech characterization and detection in large audio database
R Dufour, V Jousse, Y Estève, F Béchet, G Linarès
SPECOM, St. Petersburg, 2009
Improving dialogue classification using a topic space representation and a gaussian classifier based on the decision rule
M Morchid, R Dufour, PM Bousquet, M Bouallegue, G Linares, R De Mori
2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014
Combined low level and high level features for out-of-vocabulary word detection
B Lecouteux, G Linares, B Favre
Tenth Annual Conference of the International Speech Communication Association, 2009
Quaternion neural networks for spoken language understanding
T Parcollet, M Morchid, PM Bousquet, R Dufour, G Linarès, R De Mori
2016 IEEE Spoken Language Technology Workshop (SLT), 362-368, 2016
Generalized driven decoding for speech recognition system combination
B Lecouteux, G Linares, Y Esteve, G Gravier
2008 IEEE International Conference on Acoustics, Speech and Signal …, 2008
The LIA’s French broadcast news transcription system
P Nocera, C Fredouille, G Linarès, D Matrouf, S Meignier, JF Bonastre, ...
SWIM: Lectures by Masters in Speech Processing, 2004
Learning word importance with the neural bag-of-words model
I Sheikh, I Illina, D Fohr, G Linares
ACL, Representation Learning for NLP (Repl4NLP) workshop, 2016
Bio-inspired models for characterizing YouTube viewcout
C Richier, E Altman, R Elazouzi, T Jimenez, G Linares, Y Portilla
2014 IEEE/ACM International Conference on Advances in Social Networks …, 2014
Theme identification in telephone service conversations using quaternions of speech features.
M Morchid, G Linares, M El-Beze, R De Mori
INTERSPEECH, 1394-1398, 2013
Integrating imperfect transcripts into speech recognition systems for building high-quality corpora
B Lecouteux, G Linares, S Oger
Computer Speech & Language 26 (2), 67-89, 2012
Static and dynamic video summaries
Y Li, B Merialdo, M Rouvier, G Linares
Proceedings of the 19th ACM international conference on Multimedia, 1573-1576, 2011
Modelling view-count dynamics in youtube
C Richier, E Altman, R Elazouzi, T Altman, G Linares, Y Portilla
arXiv preprint arXiv:1404.2570, 2014
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