Mohamed Morchid

ORCID

Publication Activity (10 Years)

Years Active: 2011-2022
Publications (10 Years): 54

Top Venues

University of Avignon, France (PHD)

Education History

University of Avignon, France

PHD

Publications

Mohamed Morchid
Bidirectional internal memory gate recurrent neural networks for spoken language understanding. Int. J. Speech Technol. 25 (1) (2022)
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 (2020)
Xinchi Qiu, Titouan Parcollet, Mirco Ravanelli, Nicholas D. Lane, Mohamed Morchid
Quaternion Neural Networks for Multi-Channel Distant Speech Recognition. INTERSPEECH (2020)
Titouan Parcollet, Mohamed Morchid, Georges Linarès
A survey of quaternion neural networks. Artif. Intell. Rev. 53 (4) (2020)
Paul-Gauthier Noé, Titouan Parcollet, Mohamed Morchid
CGCNN: Complex Gabor Convolutional Neural Network on raw speech. CoRR (2020)
Titouan Parcollet, Mohamed Morchid, Georges Linarès
E2E-SINCNET: Toward Fully End-To-End Speech Recognition. ICASSP (2020)
Xinchi Qiu, Titouan Parcollet, Mirco Ravanelli, Nicholas D. Lane, Mohamed Morchid
Quaternion Neural Networks for Multi-channel Distant Speech Recognition. CoRR (2020)
Paul-Gauthier Noé, Titouan Parcollet, Mohamed Morchid
CGCNN: Complex Gabor Convolutional Neural Network on Raw Speech. ICASSP (2020)
Titouan Parcollet, Mohamed Morchid, Georges Linarès, Renato De Mori
Bidirectional Quaternion Long Short-term Memory Recurrent Neural Networks for Speech Recognition. ICASSP (2019)
Titouan Parcollet, Mohamed Morchid, Xavier Bost, Georges Linarès
M2H-GAN: A GAN-based Mapping from Machine to Human Transcripts for Speech Understanding. CoRR (2019)
Titouan Parcollet, Mohamed Morchid, Georges Linarès
Quaternion Convolutional Neural Networks for Heterogeneous Image Processing. ICASSP (2019)
Mohamed Morchid, Pierre-Michel Bousquet, Waad Ben Kheder, Killian Janod
Latent Topic-based Subspace for Natural Language Processing. J. Signal Process. Syst. 91 (8) (2019)
Titouan Parcollet, Mohamed Morchid, Georges Linarès, Renato De Mori
Real to H-Space Encoder for Speech Recognition. INTERSPEECH (2019)
Titouan Parcollet, Mohamed Morchid, Georges Linarès, Renato De Mori
Real to H-space Encoder for Speech Recognition. CoRR (2019)
Titouan Parcollet, Mohamed Morchid, Xavier Bost, Georges Linarès
M2H-GAN: A GAN-Based Mapping from Machine to Human Transcripts for Speech Understanding. INTERSPEECH (2019)
Titouan Parcollet, Mirco Ravanelli, Mohamed Morchid, Georges Linarès, Chiheb Trabelsi, Renato De Mori, Yoshua Bengio
Quaternion Recurrent Neural Networks. ICLR (Poster) (2019)
Titouan Parcollet, Mohamed Morchid, Georges Linarès
Réseaux de neurones convolutifs de quaternions pour l'identification de thèmes de conversations téléphoniques. CORIA (2019)
Titouan Parcollet, Mirco Ravanelli, Mohamed Morchid, Georges Linarès, Renato De Mori
Speech recognition with quaternion neural networks. CoRR (2018)
Mohamed Morchid
Parsimonious memory unit for recurrent neural networks with application to natural language processing. Neurocomputing 314 (2018)
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)
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 (2018)
Titouan Parcollet, Mohamed Morchid, Georges Linarès, Renato De Mori
Bidirectional Quaternion Long-Short Term Memory Recurrent Neural Networks for Speech Recognition. CoRR (2018)
Titouan Parcollet, Mohamed Morchid, Georges Linarès, Renato De Mori
Quaternion Convolutional Neural Networks For Theme Identification Of Telephone Conversations. SLT (2018)
Titouan Parcollet, Mirco Ravanelli, Mohamed Morchid, Georges Linarès, Chiheb Trabelsi, Renato De Mori, Yoshua Bengio
Quaternion Recurrent Neural Networks. CoRR (2018)
Titouan Parcollet, Mohamed Morchid, Georges Linarès
Quaternion Convolutional Neural Networks for Heterogeneous Image Processing. CoRR (2018)
Titouan Parcollet, Mohamed Morchid, Georges Linarès
Quaternion Denoising Encoder-Decoder for Theme Identification of Telephone Conversations. INTERSPEECH (2017)
Titouan Parcollet, Mohamed Morchid, Georges Linarès
Réseaux de neurones de quaternions pour le traitement du langage. CORIA (2017)
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 (2017)
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 (2017)
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) (2017)
Titouan Parcollet, Mohamed Morchid, Georges Linarès
Deep quaternion neural networks for spoken language understanding. ASRU (2017)
Mohamed Bouaziz, Mohamed Morchid, Richard Dufour, Georges Linarès, Renato De Mori
Parallel Long Short-Term Memory for Multi-stream Classification. CoRR (2017)
Mohamed Morchid
Internal Memory Gate for Recurrent Neural Networks with Application to Spoken Language Understanding. INTERSPEECH (2017)
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 (2016)
Killian Janod, Mohamed Morchid, Richard Dufour, Georges Linarès
A log-linear weighting approach in the Word2vec space for spoken language understanding. SLT (2016)
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) (2016)
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)
Killian Janod, Mohamed Morchid, Richard Dufour, Georges Linarès
Réseaux de neurones pour la représentation des contextes continus des mots. CORIA-CIFED (2016)
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)
Mohamed Bouaziz, Mohamed Morchid, Richard Dufour, Georges Linarès, Renato De Mori
Parallel Long Short-Term Memory for multi-stream classification. SLT (2016)
Titouan Parcollet, Mohamed Morchid, Pierre-Michel Bousquet, Richard Dufour, Georges Linarès, Renato De Mori
Quaternion Neural Networks for Spoken Language Understanding. SLT (2016)
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)
Mohamed Bouaziz, Mohamed Morchid, Richard Dufour, Georges Linarès
Improving multi-stream classification by mapping sequence-embedding in a high dimensional space. SLT (2016)
Richard Dufour, Mohamed Morchid, Titouan Parcollet
Tracking dialog states using an Author-Topic based representation. SLT (2016)
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)
Killian Janod, Mohamed Morchid, Richard Dufour, Georges Linarès, Renato De Mori
Deep Stacked Autoencoders for Spoken Language Understanding. INTERSPEECH (2016)
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)
Mohamed Morchid, Richard Dufour, Georges Linarès
Topic-space based setup of a neural network for theme identification of highly imperfect transcriptions. ASRU (2015)
Mohamed Morchid, Richard Dufour, Georges Linarès
Initialisation de Réseaux de Neurones à l'aide d'un Espace Thématique. TALN (2015)
Mohamed Morchid, Richard Dufour, Driss Matrouf
A comparison of normalization techniques applied to latent space representations for speech analytics. INTERSPEECH (2015)
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)
Killian Janod, Mohamed Morchid, Richard Dufour, Georges Linarès
Apport de l'information temporelle des contextes pour la représentation vectorielle continue des mots. TALN (2015)
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) (2015)
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)
Mohamed Bouallegue, Mohamed Morchid, Richard Dufour, Driss Matrouf, Georges Linarès, Renato De Mori
Subspace Gaussian mixture models for dialogues classification. INTERSPEECH (2014)
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)
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)
Mohamed Morchid, Georges Linarès, Richard Dufour
Characterizing and Predicting Bursty Events: The Buzz Case Study on Twitter. LREC (2014)
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)
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)
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)
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 (2014)
Mohamed Morchid, Richard Dufour, Georges Linarès
A LDA-based Topic Classification Approach from highly Imperfect Automatic Transcriptions. LREC (2014)
Mohamed Morchid, Stéphane Huet, Richard Dufour
A topic-based approach for post-processing correction of automatic translations. IWSLT (Evaluation Campaign) (2014)
Mohamed Morchid, Richard Dufour, Mohamed Bouallegue, Georges Linarès
Author-topic based representation of call-center conversations. SLT (2014)
Mohamed Morchid, Mohamed Bouallegue, Richard Dufour, Georges Linarès, Driss Matrouf, Renato De Mori
I-vector based representation of highly imperfect automatic transcriptions. INTERSPEECH (2014)
Mohamed Morchid, Richard Dufour, Georges Linarès
A Combined Thematic and Acoustic Approach for a Music Recommendation Service in TV Commercials. ISMIR (2014)
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)
Mohamed Morchid, Richard Dufour, Mohamed Bouallegue, Georges Linarès, Driss Matrouf
LIA @ MediaEval 2013 MusiClef Task: A Combined Thematic and Acoustic Approach. MediaEval (2013)
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)
Mohamed Morchid, Georges Linarès, Marc El-Bèze, Renato De Mori
Theme identification in telephone service conversations using quaternions of speech features. INTERSPEECH (2013)
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)
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)
Mohamed Morchid, Georges Linarès
A LDA-based method for automatic tagging of Youtube videos. WIAMIS (2013)
Mohamed Morchid, Richard Dufour, Georges Linarès
Event detection from image hosting services by slightly-supervised multi-span context models. CBMI (2013)
Mohamed Morchid, Georges Linarès
Prédiction des buzz sur Twitter. CORIA (2013)
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)
Mohamed Morchid, Georges Linarès
INEX 2012 Benchmark a Semantic Space for Tweets Contextualization. CLEF (Online Working Notes/Labs/Workshop) (2012)
Mohamed Morchid, Georges Linarès
Mediaeval benchmark: Social Event Detection using LDA and external resources. MediaEval (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Mohamed Morchid