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Patrick Cardinal
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Journal Articles
- 2023
- [j11]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): 360-373 (2023) - 2022
- [j10]Mohammad Esmaeilpour
, Nourhene Chaalia, Adel Abusitta, François-Xavier Devailly, Wissem Maazoun, Patrick Cardinal:
Bi-discriminator GAN for tabular data synthesis. Pattern Recognit. Lett. 159: 204-210 (2022) - [j9]Mohammad Esmaeilpour
, Nourhene Chaalia, Patrick Cardinal:
RSD-GAN: Regularized Sobolev Defense GAN Against Speech-to-Text Adversarial Attacks. IEEE Signal Process. Lett. 29: 1998-2002 (2022) - [j8]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: 2044-2058 (2022) - 2021
- [j7]Gnana Praveen Rajasekhar, Eric Granger
, Patrick Cardinal:
Deep domain adaptation with ordinal regression for pain assessment using weakly-labeled videos. Image Vis. Comput. 110: 104167 (2021) - [j6]Mohammad Esmaeilpour
, Patrick Cardinal, Alessandro Lameiras Koerich
:
Cyclic Defense GAN Against Speech Adversarial Attacks. IEEE Signal Process. Lett. 28: 1769-1773 (2021) - 2020
- [j5]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) - [j4]Mohammad Esmaeilpour
, Patrick Cardinal, Alessandro Lameiras Koerich
:
A Robust Approach for Securing Audio Classification Against Adversarial Attacks. IEEE Trans. Inf. Forensics Secur. 15: 2147-2159 (2020) - 2019
- [j3]Sajjad Abdoli
, Patrick Cardinal, Alessandro Lameiras Koerich
:
End-to-end environmental sound classification using a 1D convolutional neural network. Expert Syst. Appl. 136: 252-263 (2019) - 2013
- [j2]Patrick Cardinal, Pierre Dumouchel, Gilles Boulianne
:
Large Vocabulary Speech Recognition on Parallel Architectures. IEEE Trans. Speech Audio Process. 21(11): 2290-2300 (2013) - 2012
- [j1]Vishwa Gupta, Gilles Boulianne
, Patrick Cardinal:
CRIM's content-based audio copy detection system for TRECVID 2009. Multim. Tools Appl. 60(2): 371-387 (2012)
Conference and Workshop Papers
- 2023
- [c36]R. Gnana Praveen
, Eric Granger, Patrick Cardinal:
Recursive Joint Attention for Audio-Visual Fusion in Regression Based Emotion Recognition. ICASSP 2023: 1-5 - [c35]Guillaume Simard
, Cédric Melançon
, Patrick Cardinal
, Julien Gascon-Samson
:
Performance Characterization of MQTT Brokers in a Device-Local Edge Deployment. MIDDLEWEDGE@Middleware 2023: 13-18 - 2022
- [c34]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: 2485-2494 - [c33]Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich:
Towards Robust Speech-to-Text Adversarial Attack. ICASSP 2022: 2869-2873 - [c32]Guillaume Baril, Patrick Cardinal, Alessandro Lameiras Koerich:
Named Entity Recognition for Audio De-Identification. IJCNN 2022: 1-8 - 2021
- [c31]R. Gnana Praveen
, Eric Granger
, Patrick Cardinal:
Cross Attentional Audio-Visual Fusion for Dimensional Emotion Recognition. FG 2021: 1-8 - [c30]Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich:
Class-Conditional Defense GAN Against End-To-End Speech Attacks. ICASSP 2021: 2565-2569 - 2020
- [c29]R. Gnana Praveen
, Eric Granger
, Patrick Cardinal:
Deep Weakly Supervised Domain Adaptation for Pain Localization in Videos. FG 2020: 473-480 - [c28]Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich
:
Detection of Adversarial Attacks and Characterization of Adversarial Subspace. ICASSP 2020: 3097-3101 - [c27]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: 106-117 - [c26]Raymel Alfonso Sallo, Mohammad Esmaeilpour, Patrick Cardinal:
Adversarially Training for Audio Classifiers. ICPR 2020: 9569-9576 - 2019
- [c25]Masih Aminbeidokhti, Marco Pedersoli, Patrick Cardinal, Eric Granger
:
Emotion Recognition with Spatial Attention and Temporal Softmax Pooling. ICIAR (1) 2019: 323-331 - [c24]Juan D. S. Ortega, Patrick Cardinal, Alessandro L. Koerich
:
Emotion Recognition Using Fusion of Audio and Video Features. SMC 2019: 3847-3852 - 2018
- [c23]Rachel E. Bouserhal
, Philippe Chabot, Milton Sarria Paja, Patrick Cardinal, Jérémie Voix:
Classification of Nonverbal Human Produced Audio Events: A Pilot Study. INTERSPEECH 2018: 1512-1516 - 2016
- [c22]Mohammed Senoussaoui, Patrick Cardinal, Najim Dehak
, Alessandro L. Koerich:
Native Language Detection Using the I-Vector Framework. INTERSPEECH 2016: 2398-2402 - [c21]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: 2934-2938 - 2015
- [c20]Simon Boutin, Réal Tremblay, Patrick Cardinal, Doug Peters, Pierre Dumouchel:
Audio quotation marks for natural language understanding. INTERSPEECH 2015: 1349-1352 - [c19]Patrick Cardinal, Najim Dehak
, Yu Zhang, James R. Glass:
Speaker adaptation using the i-vector technique for bottleneck features. INTERSPEECH 2015: 2867-2871 - [c18]Patrick Cardinal, Najim Dehak
, Alessandro Lameiras Koerich, Jahangir Alam, Patrice Boucher
:
ETS System for AV+EC 2015 Challenge. AVEC@ACM Multimedia 2015: 17-23 - 2014
- [c17]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: 2088-2092 - [c16]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: 525-529 - 2012
- [c15]Patrick Cardinal, Gilles Boulianne
, Pierre Dumouchel
:
Using A* for the parallelization of speech recognition systems. ICASSP 2012: 4433-4436 - [c14]Patrick Cardinal, Gilles Boulianne
, Pierre Dumouchel
:
The A* speech recognition system on parallel architectures. ISSPA 2012: 108-113 - 2010
- [c13]Vishwa Gupta, Gilles Boulianne
, Patrick Cardinal:
Crim's content-based audio copy detection system for TRECVID 2009. CBMI 2010: 1-6 - [c12]Vishwa Gupta, Gilles Boulianne
, Patrick Cardinal:
Content-based audio copy detection using nearest-neighbor mapping. ICASSP 2010: 261-264 - [c11]Patrick Cardinal, Vishwa Gupta, Gilles Boulianne
:
Content-based advertisement detection. INTERSPEECH 2010: 2214-2217 - 2009
- [c10]Patrick Cardinal, Gilles Boulianne
:
Real-time correction of closed-captions. INTERSPEECH 2009: 1447-1450 - [c9]Patrick Cardinal, Pierre Dumouchel, Gilles Boulianne
:
Using parallel architectures in speech recognition. INTERSPEECH 2009: 3039-3042 - [c8]Maguelonne Héritier, Vishwa Gupta, Langis Gagnon, Gilles Boulianne, Samuel Foucher, Patrick Cardinal:
CRIM´s Content-Based Copy Detection System for TRECVID. TRECVID 2009 - 2008
- [c7]Patrick Cardinal, Pierre Dumouchel, Gilles Boulianne, Michel Comeau:
GPU accelerated acoustic likelihood computations. INTERSPEECH 2008: 964-967 - 2007
- [c6]Patrick Cardinal, Gilles Boulianne, Michel Comeau, Maryse Boisvert:
Real-Time Correction of Closed-Captions. ACL 2007 - 2006
- [c5]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 - 2005
- [c4]Patrick Cardinal, Gilles Boulianne, Michel Comeau:
Segmentation of recordings based on partial transcriptions. INTERSPEECH 2005: 3345-3348 - 2003
- [c3]Gilles Boulianne, Jean-Francois Beaumont, Patrick Cardinal, Michel Comeau, Pierre Ouellet, Pierre Dumouchel:
Automatic segmentation of film dialogues into phonemes and graphemes. INTERSPEECH 2003: 1241-1244 - [c2]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: 1245-1248 - 2002
- [c1]N. Smaili, Patrick Cardinal, Gilles Boulianne, Pierre Dumouchel:
Disambiguation of Finite-State Transducers. COLING 2002
Editorship
- 2024
- [e1]Najim Dehak, Patrick Cardinal:
Odyssey 2024: The Speaker and Language Recognition Workshop, Quebec City, Canada, June 18-21, 2024. ISCA 2024 [contents]
Informal and Other Publications
- 2023
- [i30]R. Gnana Praveen
, Eric Granger
, Patrick Cardinal:
Recursive Joint Attention for Audio-Visual Fusion in Regression based Emotion Recognition. CoRR abs/2304.07958 (2023) - 2022
- [i29]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 abs/2203.14779 (2022) - [i28]Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich:
From Environmental Sound Representation to Robustness of 2D CNN Models Against Adversarial Attacks. CoRR abs/2204.07018 (2022) - [i27]Guillaume Baril, Patrick Cardinal, Alessandro Lameiras Koerich:
Named Entity Recognition for Audio De-Identification. CoRR abs/2204.12622 (2022) - [i26]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 abs/2205.11693 (2022) - [i25]Mohammad Esmaeilpour, Nourhene Chaalia, Patrick Cardinal:
RSD-GAN: Regularized Sobolev Defense GAN Against Speech-to-Text Adversarial Attacks. CoRR abs/2207.06858 (2022) - [i24]R. Gnana Praveen
, Eric Granger
, Patrick Cardinal:
Audio-Visual Fusion for Emotion Recognition in the Valence-Arousal Space Using Joint Cross-Attention. CoRR abs/2209.09068 (2022) - 2021
- [i23]Gnana Praveen R., Eric Granger, Patrick Cardinal:
Weakly Supervised Learning for Facial Behavior Analysis : A Review. CoRR abs/2101.09858 (2021) - [i22]Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich:
Multi-Discriminator Sobolev Defense-GAN Against Adversarial Attacks for End-to-End Speech Systems. CoRR abs/2103.08086 (2021) - [i21]Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich:
Towards Robust Speech-to-Text Adversarial Attack. CoRR abs/2103.08095 (2021) - [i20]Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich:
Cyclic Defense GAN Against Speech Adversarial Attacks. CoRR abs/2103.14717 (2021) - [i19]Gnana Praveen R., Eric Granger, Patrick Cardinal:
Cross Attentional Audio-Visual Fusion for Dimensional Emotion Recognition. CoRR abs/2111.05222 (2021) - [i18]Mohammad Esmaeilpour, Nourhene Chaalia, Adel Abusitta, François-Xavier Devailly, Wissem Maazoun, Patrick Cardinal:
Bi-Discriminator Class-Conditional Tabular GAN. CoRR abs/2111.06549 (2021) - 2020
- [i17]Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich:
From Sound Representation to Model Robustness. CoRR abs/2007.13703 (2020) - [i16]Mohammad Esmaeilpour, Raymel Alfonso Sallo, Olivier St-Georges, Patrick Cardinal, Alessandro Lameiras Koerich:
Improving Stability of LS-GANs for Audio and Speech Signals. CoRR abs/2008.05454 (2020) - [i15]Gnana Praveen R., Eric Granger, Patrick Cardinal:
Deep Domain Adaptation for Ordinal Regression of Pain Intensity Estimation Using Weakly-Labelled Videos. CoRR abs/2008.06392 (2020) - [i14]Raymel Alfonso Sallo, Mohammad Esmaeilpour, Patrick Cardinal:
Adversarially Training for Audio Classifiers. CoRR abs/2008.11618 (2020) - [i13]Mohammad Esmaeilpour, Raymel Alfonso Sallo, Olivier St-Georges, Patrick Cardinal, Alessandro Lameiras Koerich:
Conditioning Trick for Training Stable GANs. CoRR abs/2010.05844 (2020) - [i12]Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich:
Class-Conditional Defense GAN Against End-to-End Speech Attacks. CoRR abs/2010.11352 (2020) - 2019
- [i11]Mohammad Esmaeilpour, Patrick Cardinal, Alessandro L. Koerich:
Unsupervised Feature Learning for Environmental Sound Classification Using Cycle Consistent Generative Adversarial Network. CoRR abs/1904.04221 (2019) - [i10]Sajjad Abdoli, Patrick Cardinal, Alessandro Lameiras Koerich:
End-to-End Environmental Sound Classification using a 1D Convolutional Neural Network. CoRR abs/1904.08990 (2019) - [i9]Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich:
A Robust Approach for Securing Audio Classification Against Adversarial Attacks. CoRR abs/1904.10990 (2019) - [i8]Mohammed Senoussaoui, Patrick Cardinal, Najim Dehak, Alessandro Lameiras Koerich:
Speaker Sincerity Detection based on Covariance Feature Vectors and Ensemble Methods. CoRR abs/1904.11641 (2019) - [i7]Juan D. S. Ortega, Patrick Cardinal, Alessandro L. Koerich:
Emotion Recognition Using Fusion of Audio and Video Features. CoRR abs/1906.10623 (2019) - [i6]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 abs/1907.03196 (2019) - [i5]Mohammed Senoussaoui, Patrick Cardinal, Alessandro Lameiras Koerich:
Bag-of-Audio-Words based on Autoencoder Codebook for Continuous Emotion Prediction. CoRR abs/1907.04928 (2019) - [i4]Sajjad Abdoli, Luiz G. Hafemann, Jérôme Rony, Ismail Ben Ayed, Patrick Cardinal, Alessandro L. Koerich:
Universal Adversarial Audio Perturbations. CoRR abs/1908.03173 (2019) - [i3]Masih Aminbeidokhti, Marco Pedersoli, Patrick Cardinal, Eric Granger:
Emotion Recognition with Spatial Attention and Temporal Softmax Pooling. CoRR abs/1910.01254 (2019) - [i2]Gnana Praveen R., Eric Granger, Patrick Cardinal:
Deep Weakly-Supervised Domain Adaptation for Pain Localization in Videos. CoRR abs/1910.08173 (2019) - [i1]Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich:
Detection of Adversarial Attacks and Characterization of Adversarial Subspace. CoRR abs/1910.12084 (2019)
Coauthor Index
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