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CGCNN: COMPLEX GABOR CONVOLUTIONAL NEURAL NETWORK ON RAW SPEECH
Paul-Gauthier Noé
,
Titouan Parcollet
,
Mohamed Morchid
ICASSP 2020, May 2020, Barcelona, Spain
Communication dans un congrès
hal-02474746
v1
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E2E-SINCNET: TOWARD FULLY END-TO-END SPEECH RECOGNITION
Titouan Parcollet
,
Mohamed Morchid
,
Georges Linares
ICASSP, May 2020, Barcelone, Spain
Communication dans un congrès
hal-02484600
v1
|
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M2H-GAN: A GAN-based Mapping from Machine to Human Transcripts for Speech Understanding
Titouan Parcollet
,
Mohamed Morchid
,
Xavier Bost
,
Georges Linarès
INTERSPEECH 2019, Sep 2019, Gratz, Austria
Communication dans un congrès
hal-02107674
v2
|
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Quaternion convolutional neural networks for heterogeneous image processing
Titouan Parcollet
,
Mohamed Morchid
,
Georges Linarès
IEEE ICASSP, May 2019, Brighton, United Kingdom
Communication dans un congrès
hal-02107644
v1
|
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Réseaux de neurones convolutifs de quaternions pour l'identification de thèmes de conversations téléphoniques
Titouan Parcollet
,
Mohamed Morchid
,
Georges Linares
CORIA 2019, Mar 2019, Lyon, France
Communication dans un congrès
hal-02107663
v1
|
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Real to H-space Encoder for Speech Recognition
Titouan Parcollet
,
Mohamed Morchid
,
Georges Linarès
,
Renato de Mori
INTERSPEECH 2019, Jun 2019, Graz, Austria
Communication dans un congrès
hal-02158201
v1
|
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Quaternion Recurrent Neural Networks
Titouan Parcollet
,
Mirco Ravanelli
,
Mohamed Morchid
,
Georges Linarès
,
Chiheb Trabelsi
et al.
ICLR 2019, May 2019, Nouvelle Orléans, United States
Communication dans un congrès
hal-02107628
v1
|
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Speech Recognition with Quaternion Neural Networks
Titouan Parcollet
,
Mirco Ravanelli
,
Mohamed Morchid
,
Georges Linares
,
Renato de Mori
NIPS 2018 - IRASL Workshop, Dec 2018, Montréal, Canada
Communication dans un congrès
hal-02107651
v1
|
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Quaternion Convolutional Neural Networks for End-to-End Automatic Speech Recognition
Titouan Parcollet
,
Ying Zhang
,
Mohamed Morchid
,
Chiheb Trabelsi
,
Georges Linarès
et al.
Communication dans un congrès
hal-02107611
v1
|
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Quaternion Convolutional Neural Networks For Theme Identification Of Telephone Conversations
Titouan Parcollet
,
Mohamed Morchid
,
Georges Linares
,
Renato de Mori
2018 IEEE Spoken Language Technology Workshop (SLT), Dec 2018, Athens, Greece. pp.685-691
Communication dans un congrès
hal-02107660
v1
|
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Réseaux de neurones de quaternions pour le traitement du langage.
Titouan Parcollet
,
Mohamed Morchid
,
Georges Linares
CORIA 2017, Mar 2017, Marseille, France
Communication dans un congrès
hal-02107655
v1
|
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Deep quaternion neural networks for spoken language understanding
Titouan Parcollet
,
Mohamed Morchid
,
Georges Linarès
2017 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU), Dec 2017, Okinawa, Japan. pp.504-511
Communication dans un congrès
hal-02107630
v1
|
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Quaternion Denoising Encoder-Decoder for Theme Identification of Telephone Conversations
Titouan Parcollet
,
Mohamed Morchid
,
Georges Linarès
Communication dans un congrès
hal-02107632
v1
|
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Tracking dialog states using an Author-Topic based representation
Richard Dufour
,
Mohamed Morchid
,
Titouan Parcollet
2016 IEEE Spoken Language Technology Workshop (SLT), Dec 2016, San Diego, United States. pp.544-551
Communication dans un congrès
hal-02107641
v1
|
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Quaternion Neural Networks for Spoken Language Understanding
Titouan Parcollet
,
Mohamed Morchid
,
Pierre-Michel Bousquet Bousquet
,
Richard Dufour
,
Georges Linarès
et al.
2016 IEEE Spoken Language Technology Workshop (SLT), Dec 2016, San Diego, United States. pp.362-368
Communication dans un congrès
hal-02107532
v1
|
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Spoken Language Understanding in a Latent Topic-based Subspace
Mohamed Morchid
,
Mohamed Bouaziz
,
Waad Ben Kheder
,
Killian Janod
,
Pierre-Michel Bousquet Bousquet
et al.
Communication dans un congrès
hal-02356390
v1
|
|
Improving multi-stream classification by mapping sequence-embedding in a high dimensional space
Mohamed Bouaziz
,
Mohamed Morchid
,
Richard Dufour
,
Georges Linares
Communication dans un congrès
hal-02356420
v1
|
|
A log-linear weighting approach in the Word2vec space for spoken language understanding
Janod Killian
,
Mohamed Morchid
,
Richard Dufour
,
Georges Linares
Communication dans un congrès
hal-02356406
v1
|
|
Parallel Long Short-Term Memory for multi-stream classification
Mohamed Bouaziz
,
Mohamed Morchid
,
Richard Dufour
,
Georges Linares
,
Renato de Mori
Communication dans un congrès
hal-02356410
v1
|
|
Deep Stacked Autoencoders for Spoken Language Understanding
Killian Janod
,
Mohamed Morchid
,
Richard Dufour
,
Georges Linares
,
Renato De Mori
Communication dans un congrès
hal-02356395
v1
|
|
Latent Topic Model Based Representations for a Robust Theme Identification of Highly Imperfect Automatic Transcriptions
Mohamed Morchid
,
Richard Dufour
,
Georges Linares
,
Youssef Hamadi
Communication dans un congrès
hal-01293908
v1
|
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A Comparison of Normalization Techniques Applied to Latent Space Representations for Speech Analytics
Mohamed Morchid
,
Richard Dufour
,
Driss Matrouf
Interspeech 2015, Sep 2015, Dresden, Germany
Communication dans un congrès
hal-02356373
v1
|
|
Utilisation d'annotations sémantiques pour la validation automatique d'hypothèses dans des conversations téléphoniques
Carole Lailler
,
Yannick Estève
,
Renato de Mori
,
Mohamed Bouallègue
,
Mohamed Morchid
TALN 2015, 2015, Caen, France
Communication dans un congrès
hal-01433216
v1
|
|
Topic-space based setup of a neural network for theme identification of highly imperfect transcriptions
Mohamed Morchid
,
Richard Dufour
,
Georges Linarès
2015 IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU) , Dec 2015, Scottsdale, United States. ⟨10.1109/ASRU.2015.7404815⟩
Communication dans un congrès
hal-01339956
v1
|
|
Integration of word and semantic features for theme identification in telephone conversations
Yannick Estève
,
Mohamed Bouallegue
,
Carole Lailler
,
Mohamed Morchid
,
Richard Dufour
et al.
6th International Workshop on Spoken Dialog Systems (IWSDS 2015), 2015, Busan, South Korea
Communication dans un congrès
hal-01433213
v1
|
|
Sumacc Project's Corpus: A Topic-based Query Extention Approach to Retrieve Multimedia Documents
Mohamed Morchid
,
Richard Dufour
,
Usman Niaz
,
Francis Bouvier
,
Clément de Groc
et al.
17th International Conference, TSD, Sep 2014, Brno, Czech Republic
Communication dans un congrès
hal-01319787
v1
|
|
An I-vector Based Approach to Compact Multi-Granularity Topic Spaces Representation of Textual Documents
Mohamed Morchid
,
Mohamed Bouallegue
,
Richard Dufour
,
Georges Linarès
,
Driss Matrouf
et al.
the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP),, Oct 2014, Doha, Qatar. ⟨10.3115/v1/D14-1051⟩
Communication dans un congrès
hal-01318651
v1
|
|
Improving dialogue classification using a topic space representation and a Gaussian classifier based on the decision rule
Mohamed Morchid
,
Richard Dufour
,
Pierre-Michel Bousquet
,
Mohamed Bouallegue
,
Georges Linarès
et al.
Communication dans un congrès
hal-01318674
v1
|
|
Classification de transcriptions automatiques imparfaites : Doit-on adapter le calcul du taux d'erreur-mot ?
Mohamed Morchid
,
Richard Dufour
,
Georges Linares
,
Renato de Mori
JEP, Jun 2014, Le Mans, France
Communication dans un congrès
hal-01319782
v1
|
|
Subspace Gaussian Mixture Models for Dialogues Classification
Mohamed Bouallegue
,
Mohamed Morchid
,
Richard Dufour
,
Driss Matrouf
,
Georges Linarès
et al.
Interspeech, May 2014, Singapore, Singapore
Communication dans un congrès
hal-01313132
v1
|
|
A Topic-Based Approach for Post-processing Correction of Automatic Translations
Mohamed Morchid
,
Stéphane Huet
,
Richard Dufour
11th International Workshop on Spoken Language Translation (IWSLT), 2014, South Lake Tahoe, NV, United States
Communication dans un congrès
hal-02021817
v1
|
|
Getting by with a Little Help from the Crowd: Practical Approaches to Social Image Labeling
Babak Loni
,
Jonathon Hare
,
Mihai Georgescu
,
Michael Riegler
,
Xiaofei Zhu
et al.
CrowdMM '14 International ACM Workshop on Crowdsourcing for Multimedia , Nov 2014, Orlando, United States. ⟨10.1145/2660114.2660123⟩
Communication dans un congrès
hal-01318338
v1
|
|
Characterizing and Predicting Bursty Events: The Buzz Case Study on Twitter
Mohamed Morchid
,
Georges Linarès
,
Richard Dufour
LREC, May 2014, Reykjavik, Iceland
Communication dans un congrès
hal-01319806
v1
|
|
A COMBINED THEMATIC AND ACOUSTIC APPROACH FOR A MUSIC RECOMMENDATION SERVICE IN TV COMMERCIALS
Mohamed Morchid
,
Richard Dufour
,
Georges Linarès
ISMIR, Oct 2014, Tapei, Taiwan
Communication dans un congrès
hal-01319769
v1
|
|
I-vector based Representation of Highly Imperfect Automatic Transcriptions
Mohamed Morchid
,
Mohamed Bouallegue
,
Richard Dufour
,
Georges Linarès
,
Driss Matrouf
et al.
INTERSPEECH, May 2014, Singapore, Singapore
Communication dans un congrès
hal-01318657
v1
|
|
Theme Identification in Human-Human Conversations with Features from Specific Speaker Type Hidden Spaces
Mohamed Morchid
,
Richard Dufour
,
Mohamed Bouallegue
,
Georges Linarès
,
Renato de Mori
INTERSPEECH, May 2014, Singapore, Singapore
Communication dans un congrès
hal-01318666
v1
|
|
Factor Analysis based Semantic Variability Compensation for Automatic Conversation Representation
Mohamed Bouallegue
,
Mohamed Morchid
,
Richard Dufour
,
Driss Matrouf
,
Georges Linarès
et al.
Interspeech, May 2014, Singapore, Singapore
Communication dans un congrès
hal-01313121
v1
|
|
A LDA-Based Topic Classification Approach from Highly Imperfect Automatic Transcriptions
Mohamed Morchid
,
Richard Dufour
,
Georges Linarès
LREC, May 2014, Reykjavik, Iceland
Communication dans un congrès
hal-01319771
v1
|
|
Author-topic based representation of call-center conversations
Mohamed Morchid
,
Richard Dufour
,
Mohamed Bouallegue
,
Georges Linarès
Communication dans un congrès
hal-01318662
v1
|
|
Systèmes du LIA à DEFT'13
Xavier Bost
,
Ilaria Brunetti
,
Luis Adrian Cabrera Diego
,
Jean-Valère Cossu
,
Andréa Carneiro Linhares
et al.
DEFT2013, Jun 2013, Les Sables d'Olonne, France
Communication dans un congrès
hal-01313065
v1
|
|
Thematic Representation of Short Text Messages with Latent Topics: Application in the Twitter context
Mohamed Morchid
,
Richard Dufour
,
Georges Linarès
PACLING 2013, Sep 2013, Tokyo, Japan
Communication dans un congrès
hal-01319779
v1
|
|
Combinaison de thèmes latents pour la contextualisation de Tweets
Mohamed Morchid
,
Richard Dufour
,
Georges Linarès
EGC'2013 13e Conférence Francophone sur l'Extraction et la Gestion des connaissances, Jan 2013, Toulouse, France
Communication dans un congrès
hal-01339909
v1
|
|
LIA @ MediaEval 2013 Crowdsourcing Task: Metadata or not Metadata? That is a Fashion Question
Mohamed Morchid
,
Richard Dufour
,
Mohamed Bouallegue
,
Georges Linares
,
Driss Matrouf
MediaEval, Oct 2013, Barcelone, Spain
Communication dans un congrès
hal-01318659
v1
|
|
LIA @ MediaEval 2013 MusiClef Task: A Combined Thematic and Acoustic Approach
Mohamed Morchid
,
Richard Dufour
,
Mohamed Bouallegue
,
Georges Linares
,
Driss Matrouf
MediaEval, Oct 2013, Barcelone, Spain
Communication dans un congrès
hal-01318668
v1
|
|
A LDA-based method for automatic tagging of Youtube videos
Mohamed Morchid
,
Georges Linares
14th International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS) , Jul 2013, Paris, France. ⟨10.1109/WIAMIS.2013.6616126⟩
Communication dans un congrès
hal-01319775
v1
|
|
Theme Identification in Telephone Service Conversations using Quaternions of Speech Features
Mohamed Morchid
,
Georges Linarès
,
Marc El Bèze
,
Renato de Mori
Interspeech 2013, Aug 2013, Lyon, France
Communication dans un congrès
hal-01339930
v1
|
|
LIA@RepLab 2013
Jean Valère Cossu
,
Benjamin Bigot
,
Ludovic Bonnefoy
,
Mohamed Morchid
,
Xavier Bost
et al.
Replab: An evaluation campaign for Online Reputation Management Systems, Fourth International Conference of the CLEF initiative, Sep 2013, Valencia, Spain
Communication dans un congrès
hal-01967853
v1
|
|
Prédiction des buzz sur Twitter
Mohamed Morchid
,
Georges Linares
CORIA, Apr 2013, Neuchâtel, Suisse
Communication dans un congrès
hal-01319791
v1
|
|
LIA @ MediaEval 2013 Spoken Web Search Task: An I-Vector based Approach
Mohamed Bouallegue
,
Grégory Senay
,
Mohamed Morchid
,
Driss Matrouf
,
Georges Linares
et al.
MediaEval, Oct 2013, Barcelone, Spain
Communication dans un congrès
hal-01313144
v1
|
|
Event detection from image hosting services by slightly-supervised multi-span context models
Mohamed Morchid
,
Richard Dufour
,
Georges Linarès
2013 11TH INTERNATIONAL WORKSHOP ON CONTENT-BASED MULTIMEDIA INDEXING (CBMI), Jun 2013, VESZPREM,, Hungary. ⟨10.1109/CBMI.2013.6576563⟩
Communication dans un congrès
hal-01318645
v1
|
|
Extraction de mots-clefs dans des vidéos Web par Analyse Latente de Dirichlet
Mohamed Morchid
,
Georges Linares
TALN 2012, Jun 2012, Grenoble, France
Communication dans un congrès
hal-01319794
v1
|
|
INEX 2012 Benchmark A semantic space for Tweet contextualization
Mohamed Morchid
,
Georges Linarès
INEX'12, Sep 2012, Rome, Italy
Communication dans un congrès
hal-01319799
v1
|
|
Mediaeval benchmark: Social Event Detection using LDA and external resources
Mohamed Morchid
,
Georges Linarès
MediaEval, Sep 2011, Pise, Italy
Communication dans un congrès
hal-01319802
v1
|