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ORCIDMohamed Morchid
Person information
- affiliation: University of Avignon, France
- affiliation: Université d'Avignon et des Pays de Vaucluse (UAPV/LIA)
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2020 – today
- 2024
[c58]Nicolas André, Adrien Racamond, Mohamed Morchid:
Transformers pour l'Identification de Thèmes et de Mentions dans des Conversations Téléphoniques Bruités. CORIA 2024- 2022
- [j10]Mohamed Morchid
:
Bidirectional internal memory gate recurrent neural networks for spoken language understanding. Int. J. Speech Technol. 25(1): 19-27 (2022) - 2020
- [j9]Titouan Parcollet, Mohamed Morchid, Georges Linarès:
A survey of quaternion neural networks. Artif. Intell. Rev. 53(4): 2957-2982 (2020) - [j8]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) - [c57]Titouan Parcollet, Mohamed Morchid, Georges Linarès:
E2E-SINCNET: Toward Fully End-To-End Speech Recognition. ICASSP 2020: 7714-7718 - [c56]Paul-Gauthier Noé, Titouan Parcollet, Mohamed Morchid:
CGCNN: Complex Gabor Convolutional Neural Network on Raw Speech. ICASSP 2020: 7724-7728 - [c55]Xinchi Qiu, Titouan Parcollet, Mirco Ravanelli, Nicholas D. Lane, Mohamed Morchid:
Quaternion Neural Networks for Multi-Channel Distant Speech Recognition. INTERSPEECH 2020: 329-333 - [i12]Paul-Gauthier Noé, Titouan Parcollet, Mohamed Morchid:
CGCNN: Complex Gabor Convolutional Neural Network on raw speech. CoRR abs/2002.04569 (2020) - [i11]Xinchi Qiu, Titouan Parcollet, Mirco Ravanelli, Nicholas D. Lane, Mohamed Morchid:
Quaternion Neural Networks for Multi-channel Distant Speech Recognition. CoRR abs/2005.08566 (2020)
2010 – 2019
- 2019
- [b2]Mohamed Morchid:
Neural Networks for Natural Language Processing. (Réseaux de Neurones pour le Traitement Automatique du Langage). University of Avignon, France, 2019 - [j7]Mohamed Morchid, Pierre-Michel Bousquet, Waad Ben Kheder, Killian Janod:
Latent Topic-based Subspace for Natural Language Processing. J. Signal Process. Syst. 91(8): 833-853 (2019) - [c54]Titouan Parcollet, Mohamed Morchid, Georges Linarès:
Réseaux de neurones convolutifs de quaternions pour l'identification de thèmes de conversations téléphoniques. CORIA 2019 - [c53]Titouan Parcollet, Mohamed Morchid, Georges Linarès:
Quaternion Convolutional Neural Networks for Heterogeneous Image Processing. ICASSP 2019: 8514-8518 - [c52]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 - [c51]Titouan Parcollet, Mirco Ravanelli, Mohamed Morchid, Georges Linarès, Chiheb Trabelsi, Renato De Mori, Yoshua Bengio:
Quaternion Recurrent Neural Networks. ICLR (Poster) 2019 - [c50]Titouan Parcollet, Mohamed Morchid, Xavier Bost, Georges Linarès:
M2H-GAN: A GAN-Based Mapping from Machine to Human Transcripts for Speech Understanding. INTERSPEECH 2019: 804-808 - [c49]Titouan Parcollet, Mohamed Morchid, Georges Linarès, Renato De Mori:
Real to H-Space Encoder for Speech Recognition. INTERSPEECH 2019: 4415-4419 - [i10]Titouan Parcollet, Mohamed Morchid, Xavier Bost, Georges Linarès:
M2H-GAN: A GAN-based Mapping from Machine to Human Transcripts for Speech Understanding. CoRR abs/1905.01957 (2019) - [i9]Titouan Parcollet, Mohamed Morchid, Georges Linarès, Renato De Mori:
Real to H-space Encoder for Speech Recognition. CoRR abs/1906.08043 (2019) - 2018
- [j6]Mohamed Morchid:
Parsimonious memory unit for recurrent neural networks with application to natural language processing. Neurocomputing 314: 48-64 (2018) - [c48]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 - [c47]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, Mohamed Morchid, Georges Linarès:
Quaternion Convolutional Neural Networks for Heterogeneous Image Processing. CoRR abs/1811.02656 (2018) - [i4]Titouan Parcollet, Mirco Ravanelli, Mohamed Morchid, Georges Linarès, Renato De Mori:
Speech recognition with quaternion neural networks. CoRR abs/1811.09678 (2018) - 2017
- [j5]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) - [c46]Titouan Parcollet, Mohamed Morchid, Georges Linarès:
Deep quaternion neural networks for spoken language understanding. ASRU 2017: 504-511 - [c45]Titouan Parcollet, Mohamed Morchid, Georges Linarès:
Réseaux de neurones de quaternions pour le traitement du langage. CORIA 2017: 297-310 - [c44]Mohamed Morchid:
Internal Memory Gate for Recurrent Neural Networks with Application to Spoken Language Understanding. INTERSPEECH 2017: 3316-3319 - [c43]Titouan Parcollet, Mohamed Morchid, Georges Linarès:
Quaternion Denoising Encoder-Decoder for Theme Identification of Telephone Conversations. INTERSPEECH 2017: 3325-3328 - [i3]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) - [i2]Xavier Bost, Ilaria Brunetti, Luis Adrián Cabrera-Diego, Jean-Valère Cossu, Andréa Carneiro Linhares, Mohamed Morchid, Juan-Manuel Torres-Moreno, Marc El-Bèze, Richard Dufour:
Systèmes du LIA à DEFT'13. CoRR abs/1702.06478 (2017) - [i1]Mohamed Morchid, Juan-Manuel Torres-Moreno, Richard Dufour, Javier Ramírez-Rodríguez, Georges Linarès:
Automatic Text Summarization Approaches to Speed up Topic Model Learning Process. CoRR abs/1703.06630 (2017) - 2016
- [j4]Mohamed Morchid, Richard Dufour, Georges Linarès:
Impact of Word Error Rate on theme identification task of highly imperfect human-human conversations. Comput. Speech Lang. 38: 68-85 (2016) - [j3]Mohamed Morchid, Juan-Manuel Torres-Moreno, Richard Dufour, Javier Ramírez-Rodríguez, Georges Linarès:
Automatic Text Summarization Approaches to Speed up Topic Model Learning Process. Int. J. Comput. Linguistics Appl. 7(2): 87-109 (2016) - [c42]Killian Janod, Mohamed Morchid, Richard Dufour, Georges Linarès:
Réseaux de neurones pour la représentation des contextes continus des mots. CORIA-CIFED 2016: 656-668 - [c41]Mohamed Morchid, Mohamed Bouaziz, Waad Ben Kheder, Killian Janod, Pierre-Michel Bousquet, Richard Dufour, Georges Linarès:
Spoken Language Understanding in a Latent Topic-Based Subspace. INTERSPEECH 2016: 710-714 - [c40]Killian Janod, Mohamed Morchid, Richard Dufour, Georges Linarès, Renato De Mori:
Deep Stacked Autoencoders for Spoken Language Understanding. INTERSPEECH 2016: 720-724 - [c39]Mohamed Bouaziz, Mohamed Morchid, Richard Dufour, Georges Linarès, Renato De Mori:
Parallel Long Short-Term Memory for multi-stream classification. SLT 2016: 218-223 - [c38]Mohamed Bouaziz, Mohamed Morchid, Richard Dufour, Georges Linarès:
Improving multi-stream classification by mapping sequence-embedding in a high dimensional space. SLT 2016: 224-231 - [c37]Killian Janod, Mohamed Morchid, Richard Dufour, Georges Linarès:
A log-linear weighting approach in the Word2vec space for spoken language understanding. SLT 2016: 356-361 - [c36]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 - [c35]Richard Dufour, Mohamed Morchid, Titouan Parcollet:
Tracking dialog states using an Author-Topic based representation. SLT 2016: 544-551 - [c34]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 - [c33]Mohamed Bouaziz, Mohamed Morchid, Richard Dufour, Georges Linarès, Prosper Correa:
Un Corpus de Flux TV Annotés pour la Prédiction de Genres (A Genre Annotated Corpus of French Multi-channel TV Streams for Genre Prediction). JEP-TALN-RECITAL (1) 2016: 173-181 - [c32]Mohamed Bouaziz, Mohamed Morchid, Pierre-Michel Bousquet, Richard Dufour, Killian Janod, Waad Ben Kheder, Georges Linarès:
Un Sous-espace Thématique Latent pour la Compréhension du Langage Parlé (A Latent Topic-based Subspace for Spoken Language Understanding). JEP-TALN-RECITAL (1) 2016: 651-659 - 2015
- [j2]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) - [c31]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 - [c30]Mohamed Morchid, Richard Dufour, Georges Linarès:
Topic-space based setup of a neural network for theme identification of highly imperfect transcriptions. ASRU 2015: 346-352 - [c29]Mohamed Morchid, Richard Dufour, Georges Linarès, Youssef Hamadi:
Latent Topic Model Based Representations for a Robust Theme Identification of Highly Imperfect Automatic Transcriptions. CICLing (2) 2015: 596-605 - [c28]Mohamed Morchid, Richard Dufour, Driss Matrouf:
A comparison of normalization techniques applied to latent space representations for speech analytics. INTERSPEECH 2015: 145-149 - [c27]Mohamed Morchid, Richard Dufour, Georges Linarès:
Initialisation de Réseaux de Neurones à l'aide d'un Espace Thématique. TALN 2015: 28-33 - [c26]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 - [c25]Killian Janod, Mohamed Morchid, Richard Dufour, Georges Linarès:
Apport de l'information temporelle des contextes pour la représentation vectorielle continue des mots. TALN 2015: 284-290 - 2014
- [b1]Mohamed Morchid:
Représentations robustes de documents bruités dans des espaces homogènes. (Robust representation of noisy documents in homogeneous spaces). University of Avignon, France, 2014 - [j1]Mohamed Morchid, Richard Dufour, Pierre-Michel Bousquet, Georges Linarès, Juan-Manuel Torres-Moreno:
Feature selection using Principal Component Analysis for massive retweet detection. Pattern Recognit. Lett. 49: 33-39 (2014) - [c24]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 - [c23]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 - [c22]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 - [c21]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 - [c20]Mohamed Bouallegue, Mohamed Morchid, Richard Dufour, Driss Matrouf, Georges Linarès, Renato De Mori:
Subspace Gaussian mixture models for dialogues classification. INTERSPEECH 2014: 1880-1884 - [c19]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 - [c18]Mohamed Morchid, Richard Dufour, Georges Linarès:
A Combined Thematic and Acoustic Approach for a Music Recommendation Service in TV Commercials. ISMIR 2014: 465-470 - [c17]Mohamed Morchid, Stéphane Huet, Richard Dufour:
A topic-based approach for post-processing correction of automatic translations. IWSLT (Evaluation Campaign) 2014 - [c16]Mohamed Morchid, Richard Dufour, Georges Linarès:
A LDA-based Topic Classification Approach from highly Imperfect Automatic Transcriptions. LREC 2014: 1309-1314 - [c15]Mohamed Morchid, Georges Linarès, Richard Dufour:
Characterizing and Predicting Bursty Events: The Buzz Case Study on Twitter. LREC 2014: 2766-2771 - [c14]Babak Loni, Jonathon S. Hare, Mihai Georgescu, Michael Riegler, Xiaofei Zhu, Mohamed Morchid, Richard Dufour, Martha A. Larson:
Getting by with a Little Help from the Crowd: Practical Approaches to Social Image Labeling. CrowdMM 2014: 69-74 - [c13]Mohamed Morchid, Richard Dufour, Mohamed Bouallegue, Georges Linarès:
Author-topic based representation of call-center conversations. SLT 2014: 218-223 - [c12]Mohamed Morchid, Richard Dufour, Usman Farrokh Niaz, Francis Bouvier, Clément de Groc, Claude de Loupy, Georges Linarès, Bernard Mérialdo, Bertrand Peralta:
SuMACC Project's Corpus - A Topic-Based Query Extension Approach to Retrieve Multimedia Documents. TSD 2014: 29-36 - 2013
- [c11]Mohamed Morchid, Richard Dufour, Georges Linarès:
Event detection from image hosting services by slightly-supervised multi-span context models. CBMI 2013: 103-107 - [c10]Jean-Valère Cossu, Benjamin Bigot, Ludovic Bonnefoy, Mohamed Morchid, Xavier Bost, Grégory Senay, Richard Dufour, Vincent Bouvier, Juan-Manuel Torres-Moreno, Marc El-Bèze:
LIA@RepLab 2013. CLEF (Working Notes) 2013 - [c9]Mohamed Morchid, Georges Linarès:
Prédiction des buzz sur Twitter. CORIA 2013: 149-158 - [c8]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 - [c7]Mohamed Bouallegue, Grégory Senay, Mohamed Morchid, Driss Matrouf, Georges Linarès, Richard Dufour:
LIA @ MediaEval 2013 Spoken Web Search Task: An I-Vector based Approach. MediaEval 2013 - [c6]Mohamed Morchid, Richard Dufour, Mohamed Bouallegue, Georges Linarès, Driss Matrouf:
LIA @ MediaEval 2013 Crowdsourcing Task: Metadata or not Metadata? That is a Fashion Question. MediaEval 2013 - [c5]Mohamed Morchid, Richard Dufour, Mohamed Bouallegue, Georges Linarès, Driss Matrouf:
LIA @ MediaEval 2013 MusiClef Task: A Combined Thematic and Acoustic Approach. MediaEval 2013 - [c4]Mohamed Morchid, Georges Linarès:
A LDA-based method for automatic tagging of Youtube videos. WIAMIS 2013: 1-4 - 2012
- [c3]Mohamed Morchid, Georges Linarès:
INEX 2012 Benchmark a Semantic Space for Tweets Contextualization. CLEF (Online Working Notes/Labs/Workshop) 2012 - [c2]Mohamed Morchid, Georges Linarès:
Extraction de mots clefs dans des vidéos Web par Analyse Latente de Dirichlet (LDA-based tagging of Web videos) [in French]. JEP-TALN-RECITAL 2012 2012: 273-280 - 2011
- [c1]Mohamed Morchid, Georges Linarès:
Mediaeval benchmark: Social Event Detection using LDA and external resources. MediaEval 2011
Coauthor Index
[j9] [j8] [c57] [c54] [c53] [c52] [c51] [c50] [c49] [i10] [i9] [c48] [c47] [i8] [i7] [i6] [i5] [i4] [j5] [c46] [c45] [c43] [i3] [i1] [j4] [j3] [c42] [c41] [c40] [c39] [c38] [c37] [c36] [c34] [c33] [c32] [j2] [c31] [c30] [c29] [c27] [c25] [j1] [c24] [c23] [c22] [c21] [c20] [c19] [c18] [c16] [c15] [c13] [c12] [c11] [c9] [c8] [c7] [c6] [c5] [c4] [c3] [c2] [c1]
Renato De Mori
aka: Renato de Mori
aka: Renato de Mori
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last updated on 2024-10-22 21:13 CEST by the dblp team
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