Mohamed Morchid
Orcid: 0000-0002-4427-2468Affiliations:
- University of Avignon, France
- Université d'Avignon et des Pays de Vaucluse (UAPV/LIA)
According to our database1,
Mohamed Morchid
authored at least 72 papers
between 2011 and 2024.
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Online presence:
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Bibliography
2024
Transformers pour l'Identification de Thèmes et de Mentions dans des Conversations Téléphoniques Bruités.
Proceedings of the COnférence en Recherche d'Informations et Applications, 2024
2022
Bidirectional internal memory gate recurrent neural networks for spoken language understanding.
Int. J. Speech Technol., 2022
2020
IEEE ACM Trans. Audio Speech Lang. Process., 2020
Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
2019
J. Signal Process. Syst., 2019
Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019
M2H-GAN: A GAN-Based Mapping from Machine to Human Transcripts for Speech Understanding.
Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019
Proceedings of the 7th International Conference on Learning Representations, 2019
Bidirectional Quaternion Long Short-term Memory Recurrent Neural Networks for Speech Recognition.
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Réseaux de neurones convolutifs de quaternions pour l'identification de thèmes de conversations téléphoniques.
Proceedings of the COnférence en Recherche d'Informations et Applications, 2019
Neural Networks for Natural Language Processing. (Réseaux de Neurones pour le Traitement Automatique du Langage).
, 2019
2018
Parsimonious memory unit for recurrent neural networks with application to natural language processing.
Neurocomputing, 2018
Quaternion Convolutional Neural Networks For Theme Identification Of Telephone Conversations.
Proceedings of the 2018 IEEE Spoken Language Technology Workshop, 2018
Quaternion Convolutional Neural Networks for End-to-End Automatic Speech Recognition.
Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018
2017
Denoised Bottleneck Features From Deep Autoencoders for Telephone Conversation Analysis.
IEEE ACM Trans. Audio Speech Lang. Process., 2017
Quaternion Denoising Encoder-Decoder for Theme Identification of Telephone Conversations.
Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017
Internal Memory Gate for Recurrent Neural Networks with Application to Spoken Language Understanding.
Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017
Proceedings of the COnférence en Recherche d'Informations et Applications, 2017
Proceedings of the 2017 IEEE Automatic Speech Recognition and Understanding Workshop, 2017
2016
Int. J. Comput. Linguistics Appl., 2016
Impact of Word Error Rate on theme identification task of highly imperfect human-human conversations.
Comput. Speech Lang., 2016
Auto-encodeurs pour la compréhension de documents parlés (Auto-encoders for Spoken Document Understanding).
Proceedings of the Actes de la conférence conjointe JEP-TALN-RECITAL 2016. Volume 1 : JEP, 2016
Un Corpus de Flux TV Annotés pour la Prédiction de Genres (A Genre Annotated Corpus of French Multi-channel TV Streams for Genre Prediction).
Proceedings of the Actes de la conférence conjointe JEP-TALN-RECITAL 2016. Volume 1 : JEP, 2016
Un Sous-espace Thématique Latent pour la Compréhension du Langage Parlé (A Latent Topic-based Subspace for Spoken Language Understanding).
Proceedings of the Actes de la conférence conjointe JEP-TALN-RECITAL 2016. Volume 1 : JEP, 2016
Proceedings of the 2016 IEEE Spoken Language Technology Workshop, 2016
A log-linear weighting approach in the Word2vec space for spoken language understanding.
Proceedings of the 2016 IEEE Spoken Language Technology Workshop, 2016
Proceedings of the 2016 IEEE Spoken Language Technology Workshop, 2016
Proceedings of the 2016 IEEE Spoken Language Technology Workshop, 2016
Improving multi-stream classification by mapping sequence-embedding in a high dimensional space.
Proceedings of the 2016 IEEE Spoken Language Technology Workshop, 2016
Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016
Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016
Proceedings of the CORIA 2016 - Conférence en Recherche d'Informations et Applications, 2016
2015
IEEE ACM Trans. Audio Speech Lang. Process., 2015
Proceedings of the Actes de la 22e conference sur le Traitement Automatique des Langues Naturelles. Articles courts, 2015
Utilisation d'annotations sémantiques pour la validation automatique d'hypothèses dans des conversations téléphoniques.
Proceedings of the Actes de la 22e conference sur le Traitement Automatique des Langues Naturelles. Articles courts, 2015
Apport de l'information temporelle des contextes pour la représentation vectorielle continue des mots.
Proceedings of the Actes de la 22e conference sur le Traitement Automatique des Langues Naturelles. Articles courts, 2015
A comparison of normalization techniques applied to latent space representations for speech analytics.
Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015
Latent Topic Model Based Representations for a Robust Theme Identification of Highly Imperfect Automatic Transcriptions.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2015
Topic-space based setup of a neural network for theme identification of highly imperfect transcriptions.
Proceedings of the 2015 IEEE Workshop on Automatic Speech Recognition and Understanding, 2015
Integration of Word and Semantic Features for Theme Identification in Telephone Conversations.
Proceedings of the Natural Language Dialog Systems and Intelligent Assistants, 2015
2014
Représentations robustes de documents bruités dans des espaces homogènes. (Robust representation of noisy documents in homogeneous spaces).
PhD thesis, 2014
Pattern Recognit. Lett., 2014
SuMACC Project's Corpus - A Topic-Based Query Extension Approach to Retrieve Multimedia Documents.
Proceedings of the Text, Speech and Dialogue - 17th International Conference, 2014
Proceedings of the 2014 IEEE Spoken Language Technology Workshop, 2014
Getting by with a Little Help from the Crowd: Practical Approaches to Social Image Labeling.
Proceedings of the 2014 International ACM Workshop on Crowdsourcing for Multimedia, 2014
Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014
A LDA-based Topic Classification Approach from highly Imperfect Automatic Transcriptions.
Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014
Proceedings of the 11th International Workshop on Spoken Language Translation: Evaluation Campaign@IWSLT 2014, 2014
A Combined Thematic and Acoustic Approach for a Music Recommendation Service in TV Commercials.
Proceedings of the 15th International Society for Music Information Retrieval Conference, 2014
Theme identification in human-human conversations with features from specific speaker type hidden spaces.
Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014
Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014
Factor analysis based semantic variability compensation for automatic conversation representation.
Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014
Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014
Improving dialogue classification using a topic space representation and a Gaussian classifier based on the decision rule.
Proceedings of the IEEE International Conference on Acoustics, 2014
An I-vector Based Approach to Compact Multi-Granularity Topic Spaces Representation of Textual Documents.
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014
2013
Proceedings of the 14th International Workshop on Image Analysis for Multimedia Interactive Services, 2013
Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop, 2013
LIA @ MediaEval 2013 Crowdsourcing Task: Metadata or not Metadata? That is a Fashion Question.
Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop, 2013
Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop, 2013
Theme identification in telephone service conversations using quaternions of speech features.
Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013
Proceedings of the CORIA 2013 - Conférence en Recherche d'Infomations et Applications, 2013
Event detection from image hosting services by slightly-supervised multi-span context models.
Proceedings of the 11th International Workshop on Content-Based Multimedia Indexing, 2013
2012
Extraction de mots clefs dans des vidéos Web par Analyse Latente de Dirichlet (LDA-based tagging of Web videos) [in French].
Proceedings of the Joint Conference JEP-TALN-RECITAL 2012, 2012
Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012
2011
Proceedings of the Working Notes Proceedings of the MediaEval 2011 Workshop, 2011