Mohamed Morchid

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

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

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).

Automatic Text Summarization Approaches to Speed up Topic Model Learning Process

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

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

Mohamed Morchid, Georges Linarès, Richard Dufour, 2016, Comput. Speech Lang..

A comparison of normalization techniques applied to latent space representations for speech analytics

Mohamed Morchid, Driss Matrouf, Richard Dufour, 2015, INTERSPEECH.

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

Mohamed Morchid, Georges Linarès, Eitan Altman, 2015 .

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.

Author-topic based representation of call-center conversations

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

A Combined Thematic and Acoustic Approach for a Music Recommendation Service in TV Commercials

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

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

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

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

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

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

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

INEX 2012 Benchmark a Semantic Space for Tweets Contextualization

Mohamed Morchid, Georges Linarès, Mohamed Morchid, 2012, CLEF.

Thematic Representation of Short Text Messages with Latent Topics: Application in the Twitter context

Mohamed Morchid, Georges Linarès, Richard Dufour, 2012 .

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).

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

Ying Zhang, Titouan Parcollet, Mohamed Morchid, 2018, INTERSPEECH.

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

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

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

Mohamed Morchid, Georges Linarès, Eitan Altman, 2015 .

LIA@RepLab 2013

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

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

Mohamed Morchid, Georges Linarès, Richard Dufour, 2013, 2013 11th International Workshop on Content-Based Multimedia Indexing (CBMI).

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).

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

Mohamed Morchid, Mohamed Morchid, 2018, Neurocomputing.

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).

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

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

Speech recognition with quaternion neural networks pdf

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

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

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

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

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

Quaternion Neural Networks for Multi-channel Distant Speech Recognition pdf

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

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.

Systèmes du LIA à DEFT'13 pdf

Mohamed Morchid, Richard Dufour, Jean-Valère Cossu, 2013, ArXiv.

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).

Représentations robustes de documents bruités dans des espaces homogènes. (Robust representation of noisy documents in homogeneous spaces)

Mohamed Morchid, Mohamed Morchid, 2014 .

Deep quaternion neural networks for spoken language understanding

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

Neural Networks for Natural Language Processing

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

Quaternion Neural Networks for Spoken Language Understanding

Titouan Parcollet, Mohamed Morchid, Georges Linarès, 2016, 2016 IEEE Spoken Language Technology Workshop (SLT).