Suivre
Mohamed Morchid
Mohamed Morchid
Associate Professor (Maître de Conférences - HDR), University of Avignon, France
Adresse e-mail validée de univ-avignon.fr - Page d'accueil
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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
1092018
A survey of quaternion neural networks
T Parcollet, M Morchid, G Linarès
Artificial Intelligence Review 53, 2957-2982, 2020
882020
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
832018
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
802014
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
682019
Parsimonious memory unit for recurrent neural networks with application to natural language processing
M Morchid
Neurocomputing 314, 48-64, 2018
542018
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
412014
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
362016
Lia@ replab 2013
JV Cossu, B Bigot, L Bonnefoy, M Morchid, X Bost, G Senay, R Dufour, ...
RepLab: An evaluation campaign for Online Reputation Management Systems …, 2013
352013
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
292013
Deep quaternion neural networks for spoken language understanding
T Parcollet, M Morchid, G Linares
2017 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU …, 2017
242017
A LDA-based Topic Classification Approach from highly Imperfect Automatic Transcriptions.
M Morchid, R Dufour, G Linares
LREC, 1309-1314, 2014
232014
E2E-SINCNET: Toward fully end-to-end speech recognition
T Parcollet, M Morchid, G Linares
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
212020
Denoised bottleneck features from deep autoencoders for telephone conversation analysis
K Janod, M Morchid, R Dufour, G Linares, R De Mori
IEEE/ACM Transactions on Audio, Speech, and Language Processing 25 (9), 1809 …, 2017
212017
Integration of word and semantic features for theme identification in telephone conversations
Y Esteve, M Bouallegue, C Lailler, M Morchid, R Dufour, G Linares, ...
Natural Language Dialog Systems and Intelligent Assistants, 223-231, 2015
192015
Quaternion denoising encoder-decoder for theme identification of telephone conversations
T Parcollet, M Morchid, G Linarès
Interspeech 2017, 3325-3328, 2017
172017
Theme identification in human-human conversations with features from specific speaker type hidden spaces
M Morchid, R Dufour, M Bouallegue, G Linares, RD Mori
Fifteenth annual conference of the international speech communication …, 2014
172014
Cgcnn: Complex gabor convolutional neural network on raw speech
PG Noé, T Parcollet, M Morchid
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
162020
Bidirectional quaternion long short-term memory recurrent neural networks for speech recognition
T Parcollet, M Morchid, G Linarès, R De Mori
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
162019
Speech recognition with quaternion neural networks
T Parcollet, M Ravanelli, M Morchid, G Linarès, R De Mori
arXiv preprint arXiv:1811.09678, 2018
152018
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