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Automatic Data Augmentation Selection and Parametrization in Contrastive Self-Supervised Speech Representation Learning


Apr 08, 2022
Salah Zaiem, Titouan Parcollet, Slim Essid

* Submitted to INTERSPEECH 2022 

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Pretext Tasks selection for multitask self-supervised speech representation learning


Jul 01, 2021
Salah Zaiem, Titouan Parcollet, Slim Essid


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Attention-based distributed speech enhancement for unconstrained microphone arrays with varying number of nodes


Jun 15, 2021
Nicolas Furnon, Romain Serizel, Slim Essid, Irina Illina

* European Signal Processing Conference (EUSIPCO), IEEE, Aug 2021, Dublin, Ireland 

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Conditional independence for pretext task selection in Self-supervised speech representation learning


Apr 15, 2021
Salah Zaiem, Titouan Parcollet, Slim Essid

* 5 pages, submitted to Interspeech2021 

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On-the-fly Detection of User Engagement Decrease in Spontaneous Human-Robot Interaction, International Journal of Social Robotics, 2019


Apr 20, 2020
Atef Ben Youssef, Giovanna Varni, Slim Essid, ChloƩ Clavel

* International Journal of Social Robotics December 2019 

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DNN-Based Distributed Multichannel Mask Estimation for Speech Enhancement in Microphone Arrays


Mar 16, 2020
Nicolas Furnon, Romain Serizel, Irina Illina, Slim Essid

* International Conference on Audio, Signal and Speech Processing (ICASSP), May 2020, Barcelone, Spain 
* Submitted to ICASSP2020 

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From the Token to the Review: A Hierarchical Multimodal approach to Opinion Mining


Sep 10, 2019
Alexandre Garcia, Pierre Colombo, Slim Essid, Florence d'AlchƩ-Buc, ChloƩ Clavel

* Accepted to 2019 Conference on Empirical Methods in Natural Language Processing (EMNLP) and 9th International Joint Conference on Natural Language Processing (IJCNLP) 

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A multimodal movie review corpus for fine-grained opinion mining


Feb 26, 2019
Alexandre Garcia, Slim Essid, Florence d'AlchƩ-Buc, ChloƩ Clavel


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Identify, locate and separate: Audio-visual object extraction in large video collections using weak supervision


Nov 09, 2018
Sanjeel Parekh, Alexey Ozerov, Slim Essid, Ngoc Duong, Patrick PƩrez, Gaƫl Richard


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