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Cyclic Defense GAN Against Speech Adversarial Attacks


Mar 26, 2021
Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich

* 5 

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Towards Robust Speech-to-Text Adversarial Attack


Mar 15, 2021
Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich

* 5 pages 

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Multi-Discriminator Sobolev Defense-GAN Against Adversarial Attacks for End-to-End Speech Systems


Mar 15, 2021
Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich

* 10 pages 

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Weakly Supervised Learning for Facial Behavior Analysis : A Review


Jan 25, 2021
Gnana Praveen R, Eric Granger, Patrick Cardinal


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Deep DA for Ordinal Regression of Pain Intensity Estimation Using Weakly-Labeled Videos


Oct 28, 2020
Gnana Praveen R, Eric Granger, Patrick Cardinal

* arXiv admin note: substantial text overlap with arXiv:2008.06392 

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Class-Conditional Defense GAN Against End-to-End Speech Attacks


Oct 22, 2020
Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich

* 5 pages 

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Conditioning Trick for Training Stable GANs


Oct 12, 2020
Mohammad Esmaeilpour, Raymel Alfonso Sallo, Olivier St-Georges, Patrick Cardinal, Alessandro Lameiras Koerich


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Adversarially Training for Audio Classifiers


Aug 26, 2020
Raymel Alfonso Sallo, Mohammad Esmaeilpour, Patrick Cardinal

* 8 Pages 

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Deep Domain Adaptation for Ordinal Regression of Pain Intensity Estimation Using Weakly-Labelled Videos


Aug 13, 2020
Gnana Praveen R, Eric Granger, Patrick Cardinal

* arXiv admin note: text overlap with arXiv:1910.08173 

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Improving Stability of LS-GANs for Audio and Speech Signals


Aug 12, 2020
Mohammad Esmaeilpour, Raymel Alfonso Sallo, Olivier St-Georges, Patrick Cardinal, Alessandro Lameiras Koerich

* 10 pages 

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From Sound Representation to Model Robustness


Jul 29, 2020
Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich

* 12 pages 

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Detection of Adversarial Attacks and Characterization of Adversarial Subspace


Oct 26, 2019
Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich

* Submitted to ICASSP 2020 

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Deep Weakly-Supervised Domain Adaptation for Pain Localization in Videos


Oct 17, 2019
Gnana Praveen R, Eric Granger, Patrick Cardinal


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Emotion Recognition with Spatial Attention and Temporal Softmax Pooling


Oct 04, 2019
Masih Aminbeidokhti, Marco Pedersoli, Patrick Cardinal, Eric Granger

* 9 pages; 2 figures; 2 tables; Best paper award at ICIAR 2019 

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Universal Adversarial Audio Perturbations


Aug 12, 2019
Sajjad Abdoli, Luiz G. Hafemann, Jerome Rony, Ismail Ben Ayed, Patrick Cardinal, Alessandro L. Koerich


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Multimodal Fusion with Deep Neural Networks for Audio-Video Emotion Recognition


Jul 06, 2019
Juan D. S. Ortega, Mohammed Senoussaoui, Eric Granger, Marco Pedersoli, Patrick Cardinal, Alessandro L. Koerich


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Bag-of-Audio-Words based on Autoencoder Codebook for Continuous Emotion Prediction


Jul 06, 2019
Mohammed Senoussaoui, Patrick Cardinal, Alessandro Lameiras Koerich


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Emotion Recognition Using Fusion of Audio and Video Features


Jun 25, 2019
Juan D. S. Ortega, Patrick Cardinal, Alessandro L. Koerich


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Speaker Sincerity Detection based on Covariance Feature Vectors and Ensemble Methods


Apr 26, 2019
Mohammed Senoussaoui, Patrick Cardinal, Najim Dehak, Alessandro Lameiras Koerich


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A Robust Approach for Securing Audio Classification Against Adversarial Attacks


Apr 24, 2019
Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich


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End-to-End Environmental Sound Classification using a 1D Convolutional Neural Network


Apr 18, 2019
Sajjad Abdoli, Patrick Cardinal, Alessandro Lameiras Koerich


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Unsupervised Feature Learning for Environmental Sound Classification Using Cycle Consistent Generative Adversarial Network


Apr 08, 2019
Mohammad Esmaeilpour, Patrick Cardinal, Alessandro L. Koerich


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Automatic Dialect Detection in Arabic Broadcast Speech


Aug 11, 2016
Ahmed Ali, Najim Dehak, Patrick Cardinal, Sameer Khurana, Sree Harsha Yella, James Glass, Peter Bell, Steve Renals


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