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Renato De Mori
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Publications
- 2020
- [j59]Titouan Parcollet, Mohamed Morchid, Xavier Bost, Georges Linarès, Renato De Mori:
Real to H-Space Autoencoders for Theme Identification in Telephone Conversations. IEEE ACM Trans. Audio Speech Lang. Process. 28: 198-210 (2020) - 2019
- [c149]Titouan Parcollet, Mohamed Morchid, Georges Linarès, Renato De Mori:
Bidirectional Quaternion Long Short-term Memory Recurrent Neural Networks for Speech Recognition. ICASSP 2019: 8519-8523 - [c148]Titouan Parcollet, Mirco Ravanelli, Mohamed Morchid, Georges Linarès, Chiheb Trabelsi, Renato De Mori, Yoshua Bengio:
Quaternion Recurrent Neural Networks. ICLR (Poster) 2019 - [c147]Titouan Parcollet, Mohamed Morchid, Georges Linarès, Renato De Mori:
Real to H-Space Encoder for Speech Recognition. INTERSPEECH 2019: 4415-4419 - [i9]Titouan Parcollet, Mohamed Morchid, Georges Linarès, Renato De Mori:
Real to H-space Encoder for Speech Recognition. CoRR abs/1906.08043 (2019) - 2018
- [c146]Titouan Parcollet, Ying Zhang, Mohamed Morchid, Chiheb Trabelsi, Georges Linarès, Renato de Mori, Yoshua Bengio:
Quaternion Convolutional Neural Networks for End-to-End Automatic Speech Recognition. INTERSPEECH 2018: 22-26 - [c145]Titouan Parcollet, Mohamed Morchid, Georges Linarès, Renato De Mori:
Quaternion Convolutional Neural Networks For Theme Identification Of Telephone Conversations. SLT 2018: 685-691 - [i8]Titouan Parcollet, Mirco Ravanelli, Mohamed Morchid, Georges Linarès, Chiheb Trabelsi, Renato De Mori, Yoshua Bengio:
Quaternion Recurrent Neural Networks. CoRR abs/1806.04418 (2018) - [i7]Titouan Parcollet, Ying Zhang, Mohamed Morchid, Chiheb Trabelsi, Georges Linarès, Renato De Mori, Yoshua Bengio:
Quaternion Convolutional Neural Networks for End-to-End Automatic Speech Recognition. CoRR abs/1806.07789 (2018) - [i6]Titouan Parcollet, Mohamed Morchid, Georges Linarès, Renato De Mori:
Bidirectional Quaternion Long-Short Term Memory Recurrent Neural Networks for Speech Recognition. CoRR abs/1811.02566 (2018) - [i5]Titouan Parcollet, Mirco Ravanelli, Mohamed Morchid, Georges Linarès, Renato De Mori:
Speech recognition with quaternion neural networks. CoRR abs/1811.09678 (2018) - 2017
- [j58]Killian Janod, Mohamed Morchid, Richard Dufour, Georges Linarès, Renato De Mori:
Denoised Bottleneck Features From Deep Autoencoders for Telephone Conversation Analysis. IEEE ACM Trans. Audio Speech Lang. Process. 25(9): 1809-1820 (2017) - [i2]Mohamed Bouaziz, Mohamed Morchid, Richard Dufour, Georges Linarès, Renato De Mori:
Parallel Long Short-Term Memory for Multi-stream Classification. CoRR abs/1702.03402 (2017) - 2016
- [c143]Killian Janod, Mohamed Morchid, Richard Dufour, Georges Linarès, Renato De Mori:
Deep Stacked Autoencoders for Spoken Language Understanding. INTERSPEECH 2016: 720-724 - [c142]Mohamed Bouaziz, Mohamed Morchid, Richard Dufour, Georges Linarès, Renato De Mori:
Parallel Long Short-Term Memory for multi-stream classification. SLT 2016: 218-223 - [c141]Titouan Parcollet, Mohamed Morchid, Pierre-Michel Bousquet, Richard Dufour, Georges Linarès, Renato De Mori:
Quaternion Neural Networks for Spoken Language Understanding. SLT 2016: 362-368 - [c140]Killian Janod, Mohamed Morchid, Richard Dufour, Georges Linarès, Renato De Mori:
Auto-encodeurs pour la compréhension de documents parlés (Auto-encoders for Spoken Document Understanding). JEP-TALN-RECITAL (1) 2016: 73-81 - 2015
- [j56]Mohamed Morchid, Mohamed Bouallegue, Richard Dufour, Georges Linarès, Driss Matrouf, Renato De Mori:
Compact Multiview Representation of Documents Based on the Total Variability Space. IEEE ACM Trans. Audio Speech Lang. Process. 23(8): 1295-1308 (2015) - [c139]Yannick Estève, Mohamed Bouallegue, Carole Lailler, Mohamed Morchid, Richard Dufour, Georges Linarès, Driss Matrouf, Renato De Mori:
Integration of Word and Semantic Features for Theme Identification in Telephone Conversations. IWSDS 2015: 223-231 - [c137]Carole Lailler, Yannick Estève, Renato De Mori, Mohamed Bouallegue, Mohamed Morchid:
Utilisation d'annotations sémantiques pour la validation automatique d'hypothèses dans des conversations téléphoniques. TALN 2015: 185-191 - 2014
- [c136]Mohamed Morchid, Mohamed Bouallegue, Richard Dufour, Georges Linarès, Driss Matrouf, Renato de Mori:
An I-vector Based Approach to Compact Multi-Granularity Topic Spaces Representation of Textual Documents. EMNLP 2014: 443-454 - [c135]Mohamed Morchid, Richard Dufour, Pierre-Michel Bousquet, Mohamed Bouallegue, Georges Linarès, Renato De Mori:
Improving dialogue classification using a topic space representation and a Gaussian classifier based on the decision rule. ICASSP 2014: 126-130 - [c134]Mohamed Morchid, Richard Dufour, Mohamed Bouallegue, Georges Linarès, Renato De Mori:
Theme identification in human-human conversations with features from specific speaker type hidden spaces. INTERSPEECH 2014: 248-252 - [c133]Mohamed Morchid, Mohamed Bouallegue, Richard Dufour, Georges Linarès, Driss Matrouf, Renato De Mori:
I-vector based representation of highly imperfect automatic transcriptions. INTERSPEECH 2014: 1870-1874 - [c132]Mohamed Bouallegue, Mohamed Morchid, Richard Dufour, Driss Matrouf, Georges Linarès, Renato De Mori:
Subspace Gaussian mixture models for dialogues classification. INTERSPEECH 2014: 1880-1884 - [c131]Mohamed Bouallegue, Mohamed Morchid, Richard Dufour, Driss Matrouf, Georges Linarès, Renato De Mori:
Factor analysis based semantic variability compensation for automatic conversation representation. INTERSPEECH 2014: 1885-1889 - 2013
- [c130]Mohamed Morchid, Georges Linarès, Marc El-Bèze, Renato De Mori:
Theme identification in telephone service conversations using quaternions of speech features. INTERSPEECH 2013: 1394-1398
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