Patrick Cardinal

Publication Activity (10 Years)

Years Active: 2002-2023
Publications (10 Years): 56

Top Topics

Emotion Recognition

Weakly Supervised

Domain Adaptation

Ordinal Regression

Top Venues

IEEE Signal Process. Lett.

Publications

R. Gnana Praveen, Eric Granger, Patrick Cardinal
Recursive Joint Attention for Audio-Visual Fusion in Regression based Emotion Recognition. CoRR (2023)
R. Gnana Praveen, Eric Granger, Patrick Cardinal
Recursive Joint Attention for Audio-Visual Fusion in Regression Based Emotion Recognition. ICASSP (2023)
R. Gnana Praveen, Patrick Cardinal, Eric Granger
Audio-Visual Fusion for Emotion Recognition in the Valence-Arousal Space Using Joint Cross-Attention. IEEE Trans. Biom. Behav. Identity Sci. 5 (3) (2023)
Guillaume Simard, Cédric Melançon, Patrick Cardinal, Julien Gascon-Samson
Performance Characterization of MQTT Brokers in a Device-Local Edge Deployment. MIDDLEWEDGE@Middleware (2023)
Mohammad Esmaeilpour, Nourhene Chaalia, Adel Abusitta, François-Xavier Devailly, Wissem Maazoun, Patrick Cardinal
RCC-GAN: Regularized Compound Conditional GAN for Large-Scale Tabular Data Synthesis. CoRR (2022)
Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich
From Environmental Sound Representation to Robustness of 2D CNN Models Against Adversarial Attacks. CoRR (2022)
Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich
Multidiscriminator Sobolev Defense-GAN Against Adversarial Attacks for End-to-End Speech Systems. IEEE Trans. Inf. Forensics Secur. 17 (2022)
Guillaume Baril, Patrick Cardinal, Alessandro Lameiras Koerich
Named Entity Recognition for Audio De-Identification. CoRR (2022)
Guillaume Baril, Patrick Cardinal, Alessandro Lameiras Koerich
Named Entity Recognition for Audio De-Identification. IJCNN (2022)
Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich
Towards Robust Speech-to-Text Adversarial Attack. ICASSP (2022)
Mohammad Esmaeilpour, Nourhene Chaalia, Patrick Cardinal
RSD-GAN: Regularized Sobolev Defense GAN Against Speech-to-Text Adversarial Attacks. CoRR (2022)
R. Gnana Praveen, Wheidima Carneiro de Melo, Nasib Ullah, Haseeb Aslam, Osama Zeeshan, Théo Denorme, Marco Pedersoli, Alessandro L. Koerich, Simon Bacon, Patrick Cardinal, Eric Granger
A Joint Cross-Attention Model for Audio-Visual Fusion in Dimensional Emotion Recognition. CVPR Workshops (2022)
Gnana Praveen Rajasekhar, Wheidima Carneiro de Melo, Nasib Ullah, Haseeb Aslam, Osama Zeeshan, Théo Denorme, Marco Pedersoli, Alessandro L. Koerich, Patrick Cardinal, Eric Granger
A Joint Cross-Attention Model for Audio-Visual Fusion in Dimensional Emotion Recognition. CoRR (2022)
Mohammad Esmaeilpour, Nourhene Chaalia, Patrick Cardinal
RSD-GAN: Regularized Sobolev Defense GAN Against Speech-to-Text Adversarial Attacks. IEEE Signal Process. Lett. 29 (2022)
R. Gnana Praveen, Eric Granger, Patrick Cardinal
Audio-Visual Fusion for Emotion Recognition in the Valence-Arousal Space Using Joint Cross-Attention. CoRR (2022)
Mohammad Esmaeilpour, Nourhene Chaalia, Adel Abusitta, François-Xavier Devailly, Wissem Maazoun, Patrick Cardinal
Bi-discriminator GAN for tabular data synthesis. Pattern Recognit. Lett. 159 (2022)
Gnana Praveen Rajasekhar, Eric Granger, Patrick Cardinal
Deep domain adaptation with ordinal regression for pain assessment using weakly-labeled videos. Image Vis. Comput. 110 (2021)
Mohammad Esmaeilpour, Nourhene Chaalia, Adel Abusitta, François-Xavier Devailly, Wissem Maazoun, Patrick Cardinal
Bi-Discriminator Class-Conditional Tabular GAN. CoRR (2021)
Gnana Praveen R, Eric Granger, Patrick Cardinal
Cross Attentional Audio-Visual Fusion for Dimensional Emotion Recognition. CoRR (2021)
R. Gnana Praveen, Eric Granger, Patrick Cardinal
Cross Attentional Audio-Visual Fusion for Dimensional Emotion Recognition. FG (2021)
Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich
Class-Conditional Defense GAN Against End-To-End Speech Attacks. ICASSP (2021)
Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich
Cyclic Defense GAN Against Speech Adversarial Attacks. CoRR (2021)
Gnana Praveen R, Eric Granger, Patrick Cardinal
Weakly Supervised Learning for Facial Behavior Analysis : A Review. CoRR (2021)
Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich
Towards Robust Speech-to-Text Adversarial Attack. CoRR (2021)
Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich
Cyclic Defense GAN Against Speech Adversarial Attacks. IEEE Signal Process. Lett. 28 (2021)
Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich
Multi-Discriminator Sobolev Defense-GAN Against Adversarial Attacks for End-to-End Speech Systems. CoRR (2021)
Mohammad Esmaeilpour, Raymel Alfonso Sallo, Olivier St-Georges, Patrick Cardinal, Alessandro Lameiras Koerich
Conditioning Trick for Training Stable GANs. CoRR (2020)
Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich
Unsupervised feature learning for environmental sound classification using Weighted Cycle-Consistent Generative Adversarial Network. Appl. Soft Comput. 86 (2020)
Raymel Alfonso Sallo, Mohammad Esmaeilpour, Patrick Cardinal
Adversarially Training for Audio Classifiers. ICPR (2020)
Mirmohammad Saadati, Marco Pedersoli, Patrick Cardinal, Peter Oliver
RADARSAT-2 Synthetic-Aperture Radar Land Cover Segmentation Using Deep Convolutional Neural Networks. ICPR Workshops (8) (2020)
Mohammad Esmaeilpour, Raymel Alfonso Sallo, Olivier St-Georges, Patrick Cardinal, Alessandro Lameiras Koerich
Improving Stability of LS-GANs for Audio and Speech Signals. CoRR (2020)
Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich
From Sound Representation to Model Robustness. CoRR (2020)
R. Gnana Praveen, Eric Granger, Patrick Cardinal
Deep Weakly Supervised Domain Adaptation for Pain Localization in Videos. FG (2020)
Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich
Class-Conditional Defense GAN Against End-to-End Speech Attacks. CoRR (2020)
Gnana Praveen R, Eric Granger, Patrick Cardinal
Deep DA for Ordinal Regression of Pain Intensity Estimation Using Weakly-Labeled Videos. CoRR (2020)
Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich
Detection of Adversarial Attacks and Characterization of Adversarial Subspace. ICASSP (2020)
Gnana Praveen R, Eric Granger, Patrick Cardinal
Deep Domain Adaptation for Ordinal Regression of Pain Intensity Estimation Using Weakly-Labelled Videos. CoRR (2020)
Raymel Alfonso Sallo, Mohammad Esmaeilpour, Patrick Cardinal
Adversarially Training for Audio Classifiers. CoRR (2020)
Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich
A Robust Approach for Securing Audio Classification Against Adversarial Attacks. IEEE Trans. Inf. Forensics Secur. 15 (2020)
Mohammad Esmaeilpour, Patrick Cardinal, Alessandro L. Koerich
Unsupervised Feature Learning for Environmental Sound Classification Using Cycle Consistent Generative Adversarial Network. CoRR (2019)
Juan D. S. Ortega, Patrick Cardinal, Alessandro L. Koerich
Emotion Recognition Using Fusion of Audio and Video Features. SMC (2019)
Juan D. S. Ortega, Patrick Cardinal, Alessandro L. Koerich
Emotion Recognition Using Fusion of Audio and Video Features. CoRR (2019)
Gnana Praveen R, Eric Granger, Patrick Cardinal
Deep Weakly-Supervised Domain Adaptation for Pain Localization in Videos. CoRR (2019)
Mohammed Senoussaoui, Patrick Cardinal, Alessandro Lameiras Koerich
Bag-of-Audio-Words based on Autoencoder Codebook for Continuous Emotion Prediction. CoRR (2019)
Sajjad Abdoli, Luiz G. Hafemann, Jérôme Rony, Ismail Ben Ayed, Patrick Cardinal, Alessandro L. Koerich
Universal Adversarial Audio Perturbations. CoRR (2019)
Sajjad Abdoli, Patrick Cardinal, Alessandro Lameiras Koerich
End-to-end environmental sound classification using a 1D convolutional neural network. Expert Syst. Appl. 136 (2019)
Juan D. S. Ortega, Mohammed Senoussaoui, Eric Granger, Marco Pedersoli, Patrick Cardinal, Alessandro L. Koerich
Multimodal Fusion with Deep Neural Networks for Audio-Video Emotion Recognition. CoRR (2019)
Mohammed Senoussaoui, Patrick Cardinal, Najim Dehak, Alessandro Lameiras Koerich
Speaker Sincerity Detection based on Covariance Feature Vectors and Ensemble Methods. CoRR (2019)
Masih Aminbeidokhti, Marco Pedersoli, Patrick Cardinal, Eric Granger
Emotion Recognition with Spatial Attention and Temporal Softmax Pooling. ICIAR (1) (2019)
Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich
A Robust Approach for Securing Audio Classification Against Adversarial Attacks. CoRR (2019)
Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich
Detection of Adversarial Attacks and Characterization of Adversarial Subspace. CoRR (2019)
Sajjad Abdoli, Patrick Cardinal, Alessandro Lameiras Koerich
End-to-End Environmental Sound Classification using a 1D Convolutional Neural Network. CoRR (2019)
Masih Aminbeidokhti, Marco Pedersoli, Patrick Cardinal, Eric Granger
Emotion Recognition with Spatial Attention and Temporal Softmax Pooling. CoRR (2019)
Rachel E. Bouserhal, Philippe Chabot, Milton Sarria Paja, Patrick Cardinal, Jérémie Voix
Classification of Nonverbal Human Produced Audio Events: A Pilot Study. INTERSPEECH (2018)
Ahmed Ali, Najim Dehak, Patrick Cardinal, Sameer Khurana, Sree Harsha Yella, James R. Glass, Peter Bell, Steve Renals
Automatic Dialect Detection in Arabic Broadcast Speech. INTERSPEECH (2016)
Mohammed Senoussaoui, Patrick Cardinal, Najim Dehak, Alessandro L. Koerich
Native Language Detection Using the I-Vector Framework. INTERSPEECH (2016)
Simon Boutin, Réal Tremblay, Patrick Cardinal, Doug Peters, Pierre Dumouchel
Audio quotation marks for natural language understanding. INTERSPEECH (2015)
Patrick Cardinal, Najim Dehak, Yu Zhang, James R. Glass
Speaker adaptation using the i-vector technique for bottleneck features. INTERSPEECH (2015)
Patrick Cardinal, Najim Dehak, Alessandro Lameiras Koerich, Jahangir Alam, Patrice Boucher
ETS System for AV+EC 2015 Challenge. AVEC@ACM Multimedia (2015)
Ahmed Ali, Yifan Zhang, Patrick Cardinal, Najim Dehak, Stephan Vogel, James R. Glass
A complete KALDI recipe for building Arabic speech recognition systems. SLT (2014)
Patrick Cardinal, Ahmed Ali, Najim Dehak, Yu Zhang, Tuka Al Hanai, Yifan Zhang, James R. Glass, Stephan Vogel
Recent advances in ASR applied to an Arabic transcription system for Al-Jazeera. INTERSPEECH (2014)
Patrick Cardinal, Pierre Dumouchel, Gilles Boulianne
Large Vocabulary Speech Recognition on Parallel Architectures. IEEE Trans. Speech Audio Process. 21 (11) (2013)
Patrick Cardinal, Gilles Boulianne, Pierre Dumouchel
Using A* for the parallelization of speech recognition systems. ICASSP (2012)
Patrick Cardinal, Gilles Boulianne, Pierre Dumouchel
The A* speech recognition system on parallel architectures. ISSPA (2012)
Vishwa Gupta, Gilles Boulianne, Patrick Cardinal
CRIM's content-based audio copy detection system for TRECVID 2009. Multim. Tools Appl. 60 (2) (2012)
Patrick Cardinal, Vishwa Gupta, Gilles Boulianne
Content-based advertisement detection. INTERSPEECH (2010)
Vishwa Gupta, Gilles Boulianne, Patrick Cardinal
Content-based audio copy detection using nearest-neighbor mapping. ICASSP (2010)
Vishwa Gupta, Gilles Boulianne, Patrick Cardinal
Crim's content-based audio copy detection system for TRECVID 2009. CBMI (2010)
Patrick Cardinal, Pierre Dumouchel, Gilles Boulianne
Using parallel architectures in speech recognition. INTERSPEECH (2009)
Patrick Cardinal, Gilles Boulianne
Real-time correction of closed-captions. INTERSPEECH (2009)
Maguelonne Héritier, Vishwa Gupta, Langis Gagnon, Gilles Boulianne, Samuel Foucher, Patrick Cardinal
CRIM´s Content-Based Copy Detection System for TRECVID. TRECVID (2009)
Patrick Cardinal, Pierre Dumouchel, Gilles Boulianne, Michel Comeau
GPU accelerated acoustic likelihood computations. INTERSPEECH (2008)
Patrick Cardinal, Gilles Boulianne, Michel Comeau, Maryse Boisvert
Real-Time Correction of Closed-Captions. ACL (2007)
Gilles Boulianne, Jean-Francois Beaumont, Maryse Boisvert, Julie Brousseau, Patrick Cardinal, Claude Chapdelaine, Michel Comeau, Pierre Ouellet, Frédéric Osterrath
Computer-assisted closed-captioning of live TV broadcasts in French. INTERSPEECH (2006)
Patrick Cardinal, Gilles Boulianne, Michel Comeau
Segmentation of recordings based on partial transcriptions. INTERSPEECH (2005)
Julie Brousseau, Jean-Francois Beaumont, Gilles Boulianne, Patrick Cardinal, Claude Chapdelaine, Michel Comeau, Frédéric Osterrath, Pierre Ouellet
Automated closed-captioning of live TV broadcast news in French. INTERSPEECH (2003)
Gilles Boulianne, Jean-Francois Beaumont, Patrick Cardinal, Michel Comeau, Pierre Ouellet, Pierre Dumouchel
Automatic segmentation of film dialogues into phonemes and graphemes. INTERSPEECH (2003)
N. Smaili, Patrick Cardinal, Gilles Boulianne, Pierre Dumouchel
Disambiguation of Finite-State Transducers. COLING (2002)