Mohamed Morchid

According to our database1, Mohamed Morchid authored at least 52 papers between 2011 and 2018.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Bibliography

2018
Parsimonious memory unit for recurrent neural networks with application to natural language processing.
Neurocomputing, 2018

Quaternion Convolutional Neural Networks for End-to-End Automatic Speech Recognition.
CoRR, 2018

Quaternion Recurrent Neural Networks.
CoRR, 2018

Quaternion Convolutional Neural Networks for End-to-End Automatic Speech Recognition.
Proceedings of the Interspeech 2018, 2018

2017
Denoised Bottleneck Features From Deep Autoencoders for Telephone Conversation Analysis.
IEEE/ACM Trans. Audio, Speech & Language Processing, 2017

Automatic Text Summarization Approaches to Speed up Topic Model Learning Process.
CoRR, 2017

Parallel Long Short-Term Memory for Multi-stream Classification.
CoRR, 2017

Systèmes du LIA à DEFT'13.
CoRR, 2017

Quaternion Denoising Encoder-Decoder for Theme Identification of Telephone Conversations.
Proceedings of the Interspeech 2017, 2017

Internal Memory Gate for Recurrent Neural Networks with Application to Spoken Language Understanding.
Proceedings of the Interspeech 2017, 2017

Réseaux de neurones de quaternions pour le traitement du langage.
Proceedings of the COnférence en Recherche d'Informations et Applications, 2017

Deep quaternion neural networks for spoken language understanding.
Proceedings of the 2017 IEEE Automatic Speech Recognition and Understanding Workshop, 2017

2016
Automatic Text Summarization Approaches to Speed up Topic Model Learning Process.
Int. J. Comput. Linguistics Appl., 2016

Impact of Word Error Rate on theme identification task of highly imperfect human-human conversations.
Computer Speech & Language, 2016

Quaternion Neural Networks for Spoken Language Understanding.
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

Tracking dialog states using an Author-Topic based representation.
Proceedings of the 2016 IEEE Spoken Language Technology Workshop, 2016

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

Spoken Language Understanding in a Latent Topic-Based Subspace.
Proceedings of the Interspeech 2016, 2016

Deep Stacked Autoencoders for Spoken Language Understanding.
Proceedings of the Interspeech 2016, 2016

Réseaux de neurones pour la représentation des contextes continus des mots.
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.
IEEE/ACM Trans. Audio, Speech & Language Processing, 2015

A comparison of normalization techniques applied to latent space representations for speech analytics.
Proceedings of the INTERSPEECH 2015, 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

Feature selection using Principal Component Analysis for massive retweet detection.
Pattern Recognition Letters, 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

Author-topic based representation of call-center conversations.
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

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

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 INTERSPEECH 2014, 2014

I-vector based representation of highly imperfect automatic transcriptions.
Proceedings of the INTERSPEECH 2014, 2014

Factor analysis based semantic variability compensation for automatic conversation representation.
Proceedings of the INTERSPEECH 2014, 2014

Subspace Gaussian mixture models for dialogues classification.
Proceedings of the INTERSPEECH 2014, 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
A LDA-based method for automatic tagging of Youtube videos.
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.
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

LIA @ MediaEval 2013 Spoken Web Search Task: An I-Vector based Approach.
Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop, 2013

Theme identification in telephone service conversations using quaternions of speech features.
Proceedings of the INTERSPEECH 2013, 2013

Prédiction des buzz sur Twitter.
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

INEX 2012 Benchmark a Semantic Space for Tweets Contextualization.
Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012

2011
Mediaeval benchmark: Social Event Detection using LDA and external resources.
Proceedings of the Working Notes Proceedings of the MediaEval 2011 Workshop, 2011


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