Mohamed Morchid

Titouan Parcollet, Mohamed Morchid, Georges Linarès, 2018, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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

Mohamed Morchid, Georges Linarès, Killian Janod, 2016, 2016 IEEE Spoken Language Technology Workshop (SLT).

Deep Stacked Autoencoders for Spoken Language Understanding

Mohamed Morchid, Georges Linarès, Killian Janod, 2016, INTERSPEECH.

LIA@RepLab 2013

Mohamed Morchid, Ludovic Bonnefoy, Juan-Manuel Torres-Moreno, 2013, CLEF.

Integration of Word and Semantic Features for Theme Identification in Telephone Conversations

Mohamed Morchid, Georges Linarès, Carole Lailler, 2015, Natural Language Dialog Systems and Intelligent Assistants.

Parallel Long Short-Term Memory for multi-stream classification

Mohamed Morchid, Georges Linarès, Renato De Mori, 2016, 2016 IEEE Spoken Language Technology Workshop (SLT).

Spoken Language Understanding in a Latent Topic-Based Subspace

Mohamed Morchid, Georges Linarès, Killian Janod, 2016, INTERSPEECH.

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

Mohamed Morchid, Georges Linarès, Richard Dufour, 2015, CICLing.

Feature selection using Principal Component Analysis for massive retweet detection

Mohamed Morchid, Georges Linarès, Richard Dufour, 2014, Pattern Recognit. Lett..

Are Poetry and Lyrics All That Different?

Mohamed Morchid, Georges Linarès, Richard Dufour, 2014, ISMIR.

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

Titouan Parcollet, Mohamed Morchid, Georges Linarès, 2020, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Quaternion Denoising Encoder-Decoder for Theme Identification of Telephone Conversations

Titouan Parcollet, Mohamed Morchid, Georges Linarès, 2017, INTERSPEECH.

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

Mohamed Morchid, 2017, INTERSPEECH.

Denoised Bottleneck Features From Deep Autoencoders for Telephone Conversation Analysis

Mohamed Morchid, Georges Linarès, Killian Janod, 2017, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

Quaternion Recurrent Neural Networks pdf

Titouan Parcollet, Mohamed Morchid, Georges Linarès, 2018, ICLR.

An Author-Topic based Approach to Cluster Tweets and Mine their Location☆

Mohamed Morchid, Georges Linarès, Eitan Altman, 2015 .

Apport de l'information temporelle des contextes pour la représentation vectorielle continue des mots

Mohamed Morchid, Georges Linarès, Killian Janod, 2015, TALN.

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

Mohamed Morchid, Georges Linarès, Driss Matrouf, 2013, MediaEval.

M2H-GAN: A GAN-based Mapping from Machine to Human Transcripts for Speech Understanding pdf

Titouan Parcollet, Mohamed Morchid, Georges Linarès, 2019, INTERSPEECH.

Author-topic based representation of call-center conversations

Mohamed Morchid, Georges Linarès, Richard Dufour, 2014, 2014 IEEE Spoken Language Technology Workshop (SLT).

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

Titouan Parcollet, Mohamed Morchid, Georges Linarès, 2020, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

Compact Multiview Representation of Documents Based on the Total Variability Space

Mohamed Morchid, Georges Linarès, Renato De Mori, 2015, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

Bidirectional internal memory gate recurrent neural networks for spoken language understanding

Mohamed Morchid, 2020 .

A LDA-based method for automatic tagging of Youtube videos

Mohamed Morchid, Georges Linarès, 2013, 2013 14th International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS).

Topic-space based setup of a neural network for theme identification of highly imperfect transcriptions

Mohamed Morchid, Georges Linarès, Richard Dufour, 2015, 2015 IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU).

Réseaux de neurones de quaternions pour le traitement du langage

Titouan Parcollet, Mohamed Morchid, Georges Linarès, 2017, CORIA.

Getting by with a Little Help from the Crowd: Practical Approaches to Social Image Labeling

Mohamed Morchid, Martha Larson, Michael Riegler, 2014, CrowdMM '14.

Theme identification in telephone service conversations using quaternions of speech features

Mohamed Morchid, Georges Linarès, Marc El-Bèze, 2013, INTERSPEECH.

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

Mohamed Morchid, Georges Linarès, Driss Matrouf, 2013, MediaEval.

Tracking dialog states using an Author-Topic based representation

Titouan Parcollet, Mohamed Morchid, Richard Dufour, 2016, 2016 IEEE Spoken Language Technology Workshop (SLT).

Mediaeval benchmark: Social Event Detection using LDA and external resources

Mohamed Morchid, Georges Linarès, 2011, MediaEval.

Quaternion Neural Networks for Multi-channel Distant Speech Recognition pdf

Titouan Parcollet, Mohamed Morchid, Mirco Ravanelli, 2020, INTERSPEECH.

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

Titouan Parcollet, Mohamed Morchid, Georges Linarès, 2019, CORIA.

Initialisation de Réseaux de Neurones à l’aide d’un Espace Thématique

Mohamed Morchid, Georges Linarès, Richard Dufour, 2015, JEPTALNRECITAL.

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

Mohamed Morchid, Georges Linarès, Driss Matrouf, 2013, MediaEval.

CGCNN: Complex Gabor Convolutional Neural Network on Raw Speech

Titouan Parcollet, Mohamed Morchid, Paul-Gauthier No'e, 2020, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Theme identification in human-human conversations with features from specific speaker type hidden spaces

Mohamed Morchid, Georges Linarès, Renato De Mori, 2014, INTERSPEECH.

Neural Networks for Natural Language Processing

Mohamed Morchid, Mohamed Morchid, 2019, Advances in Computer and Electrical Engineering.

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

Mohamed Morchid, Mohamed Morchid, 2018, Neurocomputing.

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

Mohamed Morchid, Richard Dufour, Mohamed Morchid, 2014, IWSLT.

Quaternion Convolutional Neural Networks for Heterogeneous Image Processing

Titouan Parcollet, Mohamed Morchid, Georges Linarès, 2018, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Deep quaternion neural networks for spoken language understanding

Titouan Parcollet, Mohamed Morchid, Georges Linarès, 2017, 2017 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU).

Automatic Text Summarization Approaches to Speed up Topic Model Learning Process

Mohamed Morchid, Georges Linarès, Richard Dufour, 2016, Int. J. Comput. Linguistics Appl..

Quaternion Neural Networks for Multi-channel Distant Speech Recognition

Titouan Parcollet, Mohamed Morchid, Mirco Ravanelli, 2020, INTERSPEECH.

A TOPIC MODELING BASED REPRESENTATION TO DETECT TWEET LOCATIONS. EXAMPLE OF THE EVENT ”JE SUIS CHARLIE”

Mohamed Morchid, Georges Linarès, Eitan Altman, 2015 .

Prédiction des buzz sur Twitter

Mohamed Morchid, Georges Linarès, Mohamed Morchid, 2013, CORIA.

Utilisation d'annotations sémantiques pour la validation automatique d'hypothèses dans des conversations téléphoniques

Mohamed Morchid, Carole Lailler, Renato De Mori, 2015, TALN.