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14

CV Georges Linares


Georges Linarès est enseignant-chercheur à l'Université d'Avignon depuis 1999 et professeur depuis 2011. Ses activités de recherche portent sur le traitement automatique de la parole, la recherche d'information multimédia, le traitement automatique du langage natureI. Il coordonne, avec Jonathan Grainger, l'axe Neurocomputation and Language processing du Labex BLRI. Il a dirigé, de 2010 à fin 2015, le laboratoire informatique d'Avignon et il est actuellement vice-président Recherche de l'Université d'Avignon.


Titouan Parcollet   

Journal articles1 document

  • Titouan Parcollet, Mohamed Morchid, Xavier Bost, Georges Linarès, Renato de Mori. Real to H-space Autoencoders for Theme Identification in Telephone Conversations. IEEE/ACM Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2020, 28, pp.198-210. ⟨10.1109/TASLP.2019.2950596⟩. ⟨hal-02402005⟩

Conference papers13 documents

  • Titouan Parcollet, Mohamed Morchid, Georges Linares. E2E-SINCNET: TOWARD FULLY END-TO-END SPEECH RECOGNITION. ICASSP, May 2020, Barcelone, Spain. ⟨hal-02484600⟩
  • Titouan Parcollet, Mohamed Morchid, Georges Linares. Réseaux de neurones convolutifs de quaternions pour l'identification de thèmes de conversations téléphoniques. CORIA 2019, Mar 2019, Lyon, France. ⟨hal-02107663⟩
  • Titouan Parcollet, Mohamed Morchid, Georges Linarès, Renato de Mori. Real to H-space Encoder for Speech Recognition. INTERSPEECH 2019, Jun 2019, Graz, Austria. ⟨hal-02158201⟩
  • Titouan Parcollet, Mirco Ravanelli, Mohamed Morchid, Georges Linarès, Chiheb Trabelsi, et al.. Quaternion Recurrent Neural Networks. ICLR 2019, May 2019, Nouvelle Orléans, United States. ⟨hal-02107628⟩
  • Titouan Parcollet, Mohamed Morchid, Xavier Bost, Georges Linarès. M2H-GAN: A GAN-based Mapping from Machine to Human Transcripts for Speech Understanding. INTERSPEECH 2019, Sep 2019, Gratz, Austria. ⟨hal-02107674v2⟩
  • Titouan Parcollet, Mohamed Morchid, Georges Linarès. Quaternion convolutional neural networks for heterogeneous image processing. IEEE ICASSP, May 2019, Brighton, United Kingdom. ⟨hal-02107644⟩
  • Titouan Parcollet, Mohamed Morchid, Georges Linares, Renato de Mori. Quaternion Convolutional Neural Networks For Theme Identification Of Telephone Conversations. 2018 IEEE Spoken Language Technology Workshop (SLT), Dec 2018, Athens, Greece. pp.685-691. ⟨hal-02107660⟩
  • Titouan Parcollet, Ying Zhang, Mohamed Morchid, Chiheb Trabelsi, Georges Linarès, et al.. Quaternion Convolutional Neural Networks for End-to-End Automatic Speech Recognition. Interspeech 2018, Sep 2018, HYDERABAD, India. pp.22-26, ⟨10.21437/Interspeech.2018-1898⟩. ⟨hal-02107611⟩
  • Titouan Parcollet, Mirco Ravanelli, Mohamed Morchid, Georges Linares, Renato de Mori. Speech Recognition with Quaternion Neural Networks. NIPS 2018 - IRASL Workshop, Dec 2018, Montréal, Canada. ⟨hal-02107651⟩
  • Titouan Parcollet, Mohamed Morchid, Georges Linares. Réseaux de neurones de quaternions pour le traitement du langage.. CORIA 2017, Mar 2017, Marseille, France. ⟨hal-02107655⟩
  • Titouan Parcollet, Mohamed Morchid, Georges Linarès. Deep quaternion neural networks for spoken language understanding. 2017 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU), Dec 2017, Okinawa, Japan. pp.504-511. ⟨hal-02107630⟩
  • Titouan Parcollet, Mohamed Morchid, Georges Linarès. Quaternion Denoising Encoder-Decoder for Theme Identification of Telephone Conversations. Interspeech 2017, Aug 2017, Stockholm, Sweden. pp.3325-3328, ⟨10.21437/Interspeech.2017-1029⟩. ⟨hal-02107632⟩
  • Titouan Parcollet, Mohamed Morchid, Pierre-Michel Bousquet, Richard Dufour, Georges Linarès, et al.. Quaternion Neural Networks for Spoken Language Understanding. 2016 IEEE Spoken Language Technology Workshop (SLT), Dec 2016, San Diego, United States. pp.362-368. ⟨hal-02107532⟩