Mohamed Morchid

83 papers A* 1A 14B 3C 3Misc 5Journal 22Unranked 33

Year	Rank	Type	Title / Venue / Authors
2025	B	`conf`	Exponential-Based Rational Activations Functions. ICTAI Nicolas André, Mohamed Morchid
2024	—	`conf`	Transformers pour l'Identification de Thèmes et de Mentions dans des Conversations Téléphoniques Bruités. CORIA Nicolas André, Adrien Racamond, Mohamed Morchid
2022	J	`jnl`	Bidirectional internal memory gate recurrent neural networks for spoken language understanding. Int. J. Speech Technol. Mohamed Morchid
2020	J	`jnl`	A survey of quaternion neural networks. Artif. Intell. Rev. Titouan Parcollet, Mohamed Morchid, Georges Linarès
2020	Misc	`conf`	CGCNN: Complex Gabor Convolutional Neural Network on Raw Speech. ICASSP Paul-Gauthier Noé, Titouan Parcollet, Mohamed Morchid
2020	J	`jnl`	CGCNN: Complex Gabor Convolutional Neural Network on raw speech. CoRR Paul-Gauthier Noé, Titouan Parcollet, Mohamed Morchid
2020	Misc	`conf`	E2E-SINCNET: Toward Fully End-To-End Speech Recognition. ICASSP Titouan Parcollet, Mohamed Morchid, Georges Linarès
2020	A	`conf`	Quaternion Neural Networks for Multi-Channel Distant Speech Recognition. INTERSPEECH Xinchi Qiu, Titouan Parcollet, Mirco Ravanelli, Nicholas D. Lane, Mohamed Morchid
2020	J	`jnl`	Quaternion Neural Networks for Multi-channel Distant Speech Recognition. CoRR Xinchi Qiu, Titouan Parcollet, Mirco Ravanelli, Nicholas D. Lane, Mohamed Morchid
2020	J	`jnl`	Real to H-Space Autoencoders for Theme Identification in Telephone Conversations. IEEE ACM Trans. Audio Speech Lang. Process. Titouan Parcollet, Mohamed Morchid, Xavier Bost, Georges Linarès, Renato De Mori
2019	Misc	`conf`	Bidirectional Quaternion Long Short-term Memory Recurrent Neural Networks for Speech Recognition. ICASSP Titouan Parcollet, Mohamed Morchid, Georges Linarès, Renato De Mori
2019	J	`jnl`	Latent Topic-based Subspace for Natural Language Processing. J. Signal Process. Syst. Mohamed Morchid, Pierre-Michel Bousquet, Waad Ben Kheder, Killian Janod
2019	A	`conf`	M2H-GAN: A GAN-Based Mapping from Machine to Human Transcripts for Speech Understanding. INTERSPEECH Titouan Parcollet, Mohamed Morchid, Xavier Bost, Georges Linarès
2019	J	`jnl`	M2H-GAN: A GAN-based Mapping from Machine to Human Transcripts for Speech Understanding. CoRR Titouan Parcollet, Mohamed Morchid, Xavier Bost, Georges Linarès
2019	—	`book`	Neural Networks for Natural Language Processing. (Réseaux de Neurones pour le Traitement Automatique du Langage). Mohamed Morchid
2019	Misc	`conf`	Quaternion Convolutional Neural Networks for Heterogeneous Image Processing. ICASSP Titouan Parcollet, Mohamed Morchid, Georges Linarès
2019	—	`conf`	Quaternion Recurrent Neural Networks. ICLR (Poster) Titouan Parcollet, Mirco Ravanelli, Mohamed Morchid, Georges Linarès, Chiheb Trabelsi, Renato De Mori, Yoshua Bengio
2019	A	`conf`	Real to H-Space Encoder for Speech Recognition. INTERSPEECH Titouan Parcollet, Mohamed Morchid, Georges Linarès, Renato De Mori
2019	J	`jnl`	Real to H-space Encoder for Speech Recognition. CoRR Titouan Parcollet, Mohamed Morchid, Georges Linarès, Renato De Mori
2019	—	`conf`	Réseaux de neurones convolutifs de quaternions pour l'identification de thèmes de conversations téléphoniques. CORIA Titouan Parcollet, Mohamed Morchid, Georges Linarès
2018	J	`jnl`	Bidirectional Quaternion Long-Short Term Memory Recurrent Neural Networks for Speech Recognition. CoRR Titouan Parcollet, Mohamed Morchid, Georges Linarès, Renato De Mori
2018	J	`jnl`	Parsimonious memory unit for recurrent neural networks with application to natural language processing. Neurocomputing Mohamed Morchid
2018	—	`conf`	Quaternion Convolutional Neural Networks For Theme Identification Of Telephone Conversations. SLT Titouan Parcollet, Mohamed Morchid, Georges Linarès, Renato De Mori
2018	A	`conf`	Quaternion Convolutional Neural Networks for End-to-End Automatic Speech Recognition. INTERSPEECH Titouan Parcollet, Ying Zhang, Mohamed Morchid, Chiheb Trabelsi, Georges Linarès, Renato De Mori, Yoshua Bengio
2018	J	`jnl`	Quaternion Convolutional Neural Networks for End-to-End Automatic Speech Recognition. CoRR Titouan Parcollet, Ying Zhang, Mohamed Morchid, Chiheb Trabelsi, Georges Linarès, Renato De Mori, Yoshua Bengio
2018	J	`jnl`	Quaternion Convolutional Neural Networks for Heterogeneous Image Processing. CoRR Titouan Parcollet, Mohamed Morchid, Georges Linarès
2018	J	`jnl`	Quaternion Recurrent Neural Networks. CoRR Titouan Parcollet, Mirco Ravanelli, Mohamed Morchid, Georges Linarès, Chiheb Trabelsi, Renato De Mori, Yoshua Bengio
2018	J	`jnl`	Speech recognition with quaternion neural networks. CoRR Titouan Parcollet, Mirco Ravanelli, Mohamed Morchid, Georges Linarès, Renato De Mori
2017	J	`jnl`	Automatic Text Summarization Approaches to Speed up Topic Model Learning Process. CoRR Mohamed Morchid, Juan-Manuel Torres-Moreno, Richard Dufour, Javier Ramírez-Rodríguez, Georges Linarès
2017	C	`conf`	Deep quaternion neural networks for spoken language understanding. ASRU Titouan Parcollet, Mohamed Morchid, Georges Linarès
2017	J	`jnl`	Denoised Bottleneck Features From Deep Autoencoders for Telephone Conversation Analysis. IEEE ACM Trans. Audio Speech Lang. Process. Killian Janod, Mohamed Morchid, Richard Dufour, Georges Linarès, Renato De Mori
2017	A	`conf`	Internal Memory Gate for Recurrent Neural Networks with Application to Spoken Language Understanding. INTERSPEECH Mohamed Morchid
2017	J	`jnl`	Parallel Long Short-Term Memory for Multi-stream Classification. CoRR Mohamed Bouaziz, Mohamed Morchid, Richard Dufour, Georges Linarès, Renato De Mori
2017	A	`conf`	Quaternion Denoising Encoder-Decoder for Theme Identification of Telephone Conversations. INTERSPEECH Titouan Parcollet, Mohamed Morchid, Georges Linarès
2017	—	`conf`	Réseaux de neurones de quaternions pour le traitement du langage. CORIA Titouan Parcollet, Mohamed Morchid, Georges Linarès
2017	J	`jnl`	Systèmes du LIA à DEFT'13. CoRR 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
2016	—	`conf`	A log-linear weighting approach in the Word2vec space for spoken language understanding. SLT Killian Janod, Mohamed Morchid, Richard Dufour, Georges Linarès
2016	—	`conf`	Auto-encodeurs pour la compréhension de documents parlés (Auto-encoders for Spoken Document Understanding). JEP-TALN-RECITAL (1) Killian Janod, Mohamed Morchid, Richard Dufour, Georges Linarès, Renato De Mori
2016	J	`jnl`	Automatic Text Summarization Approaches to Speed up Topic Model Learning Process. Int. J. Comput. Linguistics Appl. Mohamed Morchid, Juan-Manuel Torres-Moreno, Richard Dufour, Javier Ramírez-Rodríguez, Georges Linarès
2016	A	`conf`	Deep Stacked Autoencoders for Spoken Language Understanding. INTERSPEECH Killian Janod, Mohamed Morchid, Richard Dufour, Georges Linarès, Renato De Mori
2016	J	`jnl`	Impact of Word Error Rate on theme identification task of highly imperfect human-human conversations. Comput. Speech Lang. Mohamed Morchid, Richard Dufour, Georges Linarès
2016	—	`conf`	Improving multi-stream classification by mapping sequence-embedding in a high dimensional space. SLT Mohamed Bouaziz, Mohamed Morchid, Richard Dufour, Georges Linarès
2016	—	`conf`	Parallel Long Short-Term Memory for multi-stream classification. SLT Mohamed Bouaziz, Mohamed Morchid, Richard Dufour, Georges Linarès, Renato De Mori
2016	—	`conf`	Quaternion Neural Networks for Spoken Language Understanding. SLT Titouan Parcollet, Mohamed Morchid, Pierre-Michel Bousquet, Richard Dufour, Georges Linarès, Renato De Mori
2016	—	`conf`	Réseaux de neurones pour la représentation des contextes continus des mots. CORIA-CIFED Killian Janod, Mohamed Morchid, Richard Dufour, Georges Linarès
2016	A	`conf`	Spoken Language Understanding in a Latent Topic-Based Subspace. INTERSPEECH Mohamed Morchid, Mohamed Bouaziz, Waad Ben Kheder, Killian Janod, Pierre-Michel Bousquet, Richard Dufour, Georges Linarès
2016	—	`conf`	Tracking dialog states using an Author-Topic based representation. SLT Richard Dufour, Mohamed Morchid, Titouan Parcollet
2016	—	`conf`	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) Mohamed Bouaziz, Mohamed Morchid, Richard Dufour, Georges Linarès, Prosper Correa
2016	—	`conf`	Un Sous-espace Thématique Latent pour la Compréhension du Langage Parlé (A Latent Topic-based Subspace for Spoken Language Understanding). JEP-TALN-RECITAL (1) Mohamed Bouaziz, Mohamed Morchid, Pierre-Michel Bousquet, Richard Dufour, Killian Janod, Waad Ben Kheder, Georges Linarès
2015	A	`conf`	A comparison of normalization techniques applied to latent space representations for speech analytics. INTERSPEECH Mohamed Morchid, Richard Dufour, Driss Matrouf
2015	—	`conf`	Apport de l'information temporelle des contextes pour la représentation vectorielle continue des mots. TALN Killian Janod, Mohamed Morchid, Richard Dufour, Georges Linarès
2015	J	`jnl`	Compact Multiview Representation of Documents Based on the Total Variability Space. IEEE ACM Trans. Audio Speech Lang. Process. Mohamed Morchid, Mohamed Bouallegue, Richard Dufour, Georges Linarès, Driss Matrouf, Renato De Mori
2015	—	`conf`	Initialisation de Réseaux de Neurones à l'aide d'un Espace Thématique. TALN Mohamed Morchid, Richard Dufour, Georges Linarès
2015	—	`conf`	Integration of Word and Semantic Features for Theme Identification in Telephone Conversations. IWSDS Yannick Estève, Mohamed Bouallegue, Carole Lailler, Mohamed Morchid, Richard Dufour, Georges Linarès, Driss Matrouf, Renato De Mori
2015	—	`conf`	Latent Topic Model Based Representations for a Robust Theme Identification of Highly Imperfect Automatic Transcriptions. CICLing (2) Mohamed Morchid, Richard Dufour, Georges Linarès, Youssef Hamadi
2015	C	`conf`	Topic-space based setup of a neural network for theme identification of highly imperfect transcriptions. ASRU Mohamed Morchid, Richard Dufour, Georges Linarès
2015	—	`conf`	Utilisation d'annotations sémantiques pour la validation automatique d'hypothèses dans des conversations téléphoniques. TALN Carole Lailler, Yannick Estève, Renato De Mori, Mohamed Bouallegue, Mohamed Morchid
2014	—	`conf`	A Combined Thematic and Acoustic Approach for a Music Recommendation Service in TV Commercials. ISMIR Mohamed Morchid, Richard Dufour, Georges Linarès
2014	B	`conf`	A LDA-based Topic Classification Approach from highly Imperfect Automatic Transcriptions. LREC Mohamed Morchid, Richard Dufour, Georges Linarès
2014	—	`conf`	A topic-based approach for post-processing correction of automatic translations. IWSLT (Evaluation Campaign) Mohamed Morchid, Stéphane Huet, Richard Dufour
2014	A*	`conf`	An I-vector Based Approach to Compact Multi-Granularity Topic Spaces Representation of Textual Documents. EMNLP Mohamed Morchid, Mohamed Bouallegue, Richard Dufour, Georges Linarès, Driss Matrouf, Renato De Mori
2014	—	`conf`	Author-topic based representation of call-center conversations. SLT Mohamed Morchid, Richard Dufour, Mohamed Bouallegue, Georges Linarès
2014	B	`conf`	Characterizing and Predicting Bursty Events: The Buzz Case Study on Twitter. LREC Mohamed Morchid, Georges Linarès, Richard Dufour
2014	A	`conf`	Factor analysis based semantic variability compensation for automatic conversation representation. INTERSPEECH Mohamed Bouallegue, Mohamed Morchid, Richard Dufour, Driss Matrouf, Georges Linarès, Renato De Mori
2014	J	`jnl`	Feature selection using Principal Component Analysis for massive retweet detection. Pattern Recognit. Lett. Mohamed Morchid, Richard Dufour, Pierre-Michel Bousquet, Georges Linarès, Juan-Manuel Torres-Moreno
2014	—	`conf`	Getting by with a Little Help from the Crowd: Practical Approaches to Social Image Labeling. CrowdMM Babak Loni, Jonathon S. Hare, Mihai Georgescu, Michael Riegler, Xiaofei Zhu, Mohamed Morchid, Richard Dufour, Martha A. Larson
2014	A	`conf`	I-vector based representation of highly imperfect automatic transcriptions. INTERSPEECH Mohamed Morchid, Mohamed Bouallegue, Richard Dufour, Georges Linarès, Driss Matrouf, Renato De Mori
2014	Misc	`conf`	Improving dialogue classification using a topic space representation and a Gaussian classifier based on the decision rule. ICASSP Mohamed Morchid, Richard Dufour, Pierre-Michel Bousquet, Mohamed Bouallegue, Georges Linarès, Renato De Mori
2014	—	`—`	Représentations robustes de documents bruités dans des espaces homogènes. (Robust representation of noisy documents in homogeneous spaces). Mohamed Morchid
2014	—	`conf`	SuMACC Project's Corpus - A Topic-Based Query Extension Approach to Retrieve Multimedia Documents. TSD Mohamed Morchid, Richard Dufour, Usman Farrokh Niaz, Francis Bouvier, Clément de Groc, Claude de Loupy, Georges Linarès, Bernard Mérialdo, Bertrand Peralta
2014	A	`conf`	Subspace Gaussian mixture models for dialogues classification. INTERSPEECH Mohamed Bouallegue, Mohamed Morchid, Richard Dufour, Driss Matrouf, Georges Linarès, Renato De Mori
2014	A	`conf`	Theme identification in human-human conversations with features from specific speaker type hidden spaces. INTERSPEECH Mohamed Morchid, Richard Dufour, Mohamed Bouallegue, Georges Linarès, Renato De Mori
2013	—	`conf`	A LDA-based method for automatic tagging of Youtube videos. WIAMIS Mohamed Morchid, Georges Linarès
2013	C	`conf`	Event detection from image hosting services by slightly-supervised multi-span context models. CBMI Mohamed Morchid, Richard Dufour, Georges Linarès
2013	—	`conf`	LIA @ MediaEval 2013 Crowdsourcing Task: Metadata or not Metadata? That is a Fashion Question. MediaEval Mohamed Morchid, Richard Dufour, Mohamed Bouallegue, Georges Linarès, Driss Matrouf
2013	—	`conf`	LIA @ MediaEval 2013 MusiClef Task: A Combined Thematic and Acoustic Approach. MediaEval Mohamed Morchid, Richard Dufour, Mohamed Bouallegue, Georges Linarès, Driss Matrouf
2013	—	`conf`	LIA @ MediaEval 2013 Spoken Web Search Task: An I-Vector based Approach. MediaEval Mohamed Bouallegue, Grégory Senay, Mohamed Morchid, Driss Matrouf, Georges Linarès, Richard Dufour
2013	—	`conf`	LIA@RepLab 2013. CLEF (Working Notes) Jean-Valère Cossu, Benjamin Bigot, Ludovic Bonnefoy, Mohamed Morchid, Xavier Bost, Grégory Senay, Richard Dufour, Vincent Bouvier, Juan-Manuel Torres-Moreno, Marc El-Bèze
2013	—	`conf`	Prédiction des buzz sur Twitter. CORIA Mohamed Morchid, Georges Linarès
2013	A	`conf`	Theme identification in telephone service conversations using quaternions of speech features. INTERSPEECH Mohamed Morchid, Georges Linarès, Marc El-Bèze, Renato De Mori
2012	—	`conf`	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 Mohamed Morchid, Georges Linarès
2012	—	`conf`	INEX 2012 Benchmark a Semantic Space for Tweets Contextualization. CLEF (Online Working Notes/Labs/Workshop) Mohamed Morchid, Georges Linarès
2011	—	`conf`	Mediaeval benchmark: Social Event Detection using LDA and external resources. MediaEval Mohamed Morchid, Georges Linarès