| Quaternion recurrent neural networks T Parcollet, M Ravanelli, M Morchid, G Linarès, C Trabelsi, R De Mori, ... arXiv preprint arXiv:1806.04418, 2018 | 138 | 2018 |
| A survey of quaternion neural networks T Parcollet, M Morchid, G Linarès Artificial Intelligence Review 53, 2957-2982, 2020 | 126 | 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 | 99 | 2018 |
| 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 | 94 | 2019 |
| 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 | 87 | 2014 |
| Parsimonious memory unit for recurrent neural networks with application to natural language processing M Morchid Neurocomputing 314, 48-64, 2018 | 63 | 2018 |
| 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 | 43 | 2014 |
| 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 | 42 | 2016 |
| 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 | 36 | 2013 |
| 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 | 32 | 2020 |
| 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 | 30 | 2013 |
| 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 | 27 | 2020 |
| Deep quaternion neural networks for spoken language understanding T Parcollet, M Morchid, G Linares 2017 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU …, 2017 | 26 | 2017 |
| A LDA-based Topic Classification Approach from highly Imperfect Automatic Transcriptions. M Morchid, R Dufour, G Linares LREC, 1309-1314, 2014 | 24 | 2014 |
| 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 | 22 | 2017 |
| 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 | 20 | 2019 |
| 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 | 19 | 2015 |
| Quaternion denoising encoder-decoder for theme identification of telephone conversations T Parcollet, M Morchid, G Linarès Interspeech 2017, 3325-3328, 2017 | 18 | 2017 |
| 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 | 18 | 2014 |
| Speech recognition with quaternion neural networks T Parcollet, M Ravanelli, M Morchid, G Linarès, R De Mori arXiv preprint arXiv:1811.09678, 2018 | 17 | 2018 |
georges linaresprofesseur d'informatique, Université d'Avignon et des Pays de VaucluseGeverifieerd e-mailadres voor univ-avignon.fr
