Mohamed Morchid

Int. J. Speech Technol., 2022

2020

Real to H-Space Autoencoders for Theme Identification in Telephone Conversations.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2020

A survey of quaternion neural networks.

[BibT_eX]

[DOI]

Artif. Intell. Rev., 2020

Quaternion Neural Networks for Multi-Channel Distant Speech Recognition.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2020, 2020

E2E-SINCNET: Toward Fully End-To-End Speech Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

CGCNN: Complex Gabor Convolutional Neural Network on Raw Speech.

[BibT_eX]

[DOI]

Paul-Gauthier Noé

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Latent Topic-based Subspace for Natural Language Processing.

[BibT_eX]

[DOI]

Waad Ben Kheder

Killian Janod

J. Signal Process. Syst., 2019

Real to H-Space Encoder for Speech Recognition.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2019, 2019

M2H-GAN: A GAN-Based Mapping from Machine to Human Transcripts for Speech Understanding.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2019, 2019

Quaternion Recurrent Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Learning Representations, 2019

Bidirectional Quaternion Long Short-term Memory Recurrent Neural Networks for Speech Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Quaternion Convolutional Neural Networks for Heterogeneous Image Processing.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Réseaux de neurones convolutifs de quaternions pour l'identification de thèmes de conversations téléphoniques.

[BibT_eX]

[DOI]

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).

[BibT_eX]

[DOI]

, 2019

2018

Parsimonious memory unit for recurrent neural networks with application to natural language processing.

[BibT_eX]

[DOI]

Luis Adrián Cabrera-Diego

Neurocomputing, 2018

Speech recognition with quaternion neural networks.

[BibT_eX]

[DOI]

CoRR, 2018

Quaternion Convolutional Neural Networks For Theme Identification Of Telephone Conversations.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Spoken Language Technology Workshop, 2018

Quaternion Convolutional Neural Networks for End-to-End Automatic Speech Recognition.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2018, 2018

2017

Denoised Bottleneck Features From Deep Autoencoders for Telephone Conversation Analysis.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2017

Systèmes du LIA à DEFT'13.

[BibT_eX]

[DOI]

Xavier Bost

Ilaria Brunetti

Jean-Valère Cossu

Andréa Carneiro Linhares

Marc El-Bèze

CoRR, 2017

Quaternion Denoising Encoder-Decoder for Theme Identification of Telephone Conversations.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2017, 2017

Internal Memory Gate for Recurrent Neural Networks with Application to Spoken Language Understanding.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2017, 2017

Réseaux de neurones de quaternions pour le traitement du langage.

[BibT_eX]

[DOI]

Proceedings of the COnférence en Recherche d'Informations et Applications, 2017

Deep quaternion neural networks for spoken language understanding.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Automatic Speech Recognition and Understanding Workshop, 2017

2016

Automatic Text Summarization Approaches to Speed up Topic Model Learning Process.

[BibT_eX]

[DOI]

Javier Ramírez Rodríguez

Int. J. Comput. Linguistics Appl., 2016

Impact of Word Error Rate on theme identification task of highly imperfect human-human conversations.

[BibT_eX]

[DOI]

Comput. Speech Lang., 2016

Auto-encodeurs pour la compréhension de documents parlés (Auto-encoders for Spoken Document Understanding).

[BibT_eX]

[DOI]

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).

[BibT_eX]

[DOI]

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).

[BibT_eX]

[DOI]

Mohamed Bouaziz

Proceedings of the Actes de la conférence conjointe JEP-TALN-RECITAL 2016. Volume 1 : JEP, 2016

Quaternion Neural Networks for Spoken Language Understanding.

[BibT_eX]

[DOI]

Renato De Mori

Proceedings of the 2016 IEEE Spoken Language Technology Workshop, 2016

A log-linear weighting approach in the Word2vec space for spoken language understanding.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Spoken Language Technology Workshop, 2016

Tracking dialog states using an Author-Topic based representation.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Spoken Language Technology Workshop, 2016

Parallel Long Short-Term Memory for multi-stream classification.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Spoken Language Technology Workshop, 2016

Improving multi-stream classification by mapping sequence-embedding in a high dimensional space.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Spoken Language Technology Workshop, 2016

Spoken Language Understanding in a Latent Topic-Based Subspace.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2016, 2016

Deep Stacked Autoencoders for Spoken Language Understanding.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2016, 2016

Réseaux de neurones pour la représentation des contextes continus des mots.

[BibT_eX]

[DOI]

Proceedings of the CORIA 2016 - Conférence en Recherche d'Informations et Applications, 2016

2015

Compact Multiview Representation of Documents Based on the Total Variability Space.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2015

Initialisation de Réseaux de Neurones à l'aide d'un Espace Thématique.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Driss Matrouf

Proceedings of the INTERSPEECH 2015, 2015

Latent Topic Model Based Representations for a Robust Theme Identification of Highly Imperfect Automatic Transcriptions.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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).

[BibT_eX]

[DOI]

PhD thesis, 2014

Feature selection using Principal Component Analysis for massive retweet detection.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2014

SuMACC Project's Corpus - A Topic-Based Query Extension Approach to Retrieve Multimedia Documents.

[BibT_eX]

[DOI]

Proceedings of the Text, Speech and Dialogue - 17th International Conference, 2014

Author-topic based representation of call-center conversations.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 2014 International ACM Workshop on Crowdsourcing for Multimedia, 2014

Characterizing and Predicting Bursty Events: The Buzz Case Study on Twitter.

[BibT_eX]

[DOI]

Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

A LDA-based Topic Classification Approach from highly Imperfect Automatic Transcriptions.

[BibT_eX]

[DOI]

Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

A topic-based approach for post-processing correction of automatic translations.

[BibT_eX]

[DOI]

Stéphane Huet

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2014, 2014

I-vector based representation of highly imperfect automatic transcriptions.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2014, 2014

Factor analysis based semantic variability compensation for automatic conversation representation.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2014, 2014

Subspace Gaussian mixture models for dialogues classification.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2014, 2014

Improving dialogue classification using a topic space representation and a Gaussian classifier based on the decision rule.

[BibT_eX]

[DOI]

Mohamed Bouallegue

Renato De Mori

Proceedings of the IEEE International Conference on Acoustics, 2014

An I-vector Based Approach to Compact Multi-Granularity Topic Spaces Representation of Textual Documents.

[BibT_eX]

[DOI]

Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

2013

A LDA-based method for automatic tagging of Youtube videos.

[BibT_eX]

[DOI]

Proceedings of the 14th International Workshop on Image Analysis for Multimedia Interactive Services, 2013

LIA @ MediaEval 2013 MusiClef Task: A Combined Thematic and Acoustic Approach.

[BibT_eX]

[DOI]

Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop, 2013

LIA @ MediaEval 2013 Crowdsourcing Task: Metadata or not Metadata? That is a Fashion Question.

[BibT_eX]

[DOI]

Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop, 2013

LIA @ MediaEval 2013 Spoken Web Search Task: An I-Vector based Approach.

[BibT_eX]

[DOI]

Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop, 2013

Theme identification in telephone service conversations using quaternions of speech features.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2013, 2013

Prédiction des buzz sur Twitter.

[BibT_eX]

[DOI]

Proceedings of the CORIA 2013 - Conférence en Recherche d'Infomations et Applications, 2013

LIA@RepLab 2013.

[BibT_eX]

[DOI]

Marc El-Bèze

Proceedings of the Working Notes for CLEF 2013 Conference , 2013

Event detection from image hosting services by slightly-supervised multi-span context models.

[BibT_eX]

[DOI]

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].

[BibT_eX]

[DOI]

Proceedings of the Joint Conference JEP-TALN-RECITAL 2012, 2012

INEX 2012 Benchmark a Semantic Space for Tweets Contextualization.

[BibT_eX]

[DOI]

Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012

2011

Mediaeval benchmark: Social Event Detection using LDA and external resources.

[BibT_eX]

[DOI]