Patrick Cardinal
Department of Software Engineering and IT
Patrick Cardinal has been a professor in the software engineering and IT department at ÉTS since January 2015. Since graduating from ÉTS in 2000, Patrick has always worked in the field of automatic speech recognition. Prior to joining the department, he completed a 15-month post-doctoral internship at the Massachusetts Institute of Technology (MIT) under the supervision of James Glass. Previously, he held various research positions at the Montreal Computer Research Center (CRIM). During his 13 years at CRIM, he completed a Master’s degree in Computer Science at McGill University (2003) and a PhD in Engineering at ÉTS.
Research interests:
- Information and Communications Technologies
Research areas:
- Speech recognition
- Language Identification
- Emotion Detection
- Parallel Processing
+ Original articles in refereed journals and books chapters
«Audio-visual fusion for emotion recognition in the valence-arousal space using joint cross-attention»Praveen, R. Gnana, Cardinal, Patrick and Granger, Eric.” |
«From environmental sound representation to robustness of 2D CNN models against adversarial attacks»Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich” |
«Multidiscriminator sobolev defense-GAN against adversarial attacks for end-to-end speech systems»Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich” |
«Bi-discriminator GAN for tabular data synthesis»Mohammad Esmaeilpour, Nourhene Chaalia, Adel Abusitta, Franois-Xavier Devailly, Wissem Maazoun, Patrick Cardinal” |
«Detection and classification of human-produced nonverbal audio events»Philippe Chabot, Rachel E.Bouserhal, Patrick Cardinal, Jérémie Voix” |
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+ Papers in refereed conference proceedings
«Named entity recognition for audio de-identification»Baril, Guillaume, Cardinal, Patrick and Koerich, Alessandro Lameiras.” |
«Towards robust speech-to-text adversarial attack»Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich” |
«Class-conditional defense GaN against end-to-end speech attacks»Mohammad Esmaeilpour, Patrick Cardinal, Alessandro Lameiras Koerich” |
«Cross attentional audio-visual fusion for dimensional emotion recognition»R.Gnana Praveen, Eric Granger, Patrick Cardinal” |
«RADARSAT-2 Synthetic-Aperture radar land cover segmentation using deep convolutional neural networks»Mirmohammad Saadati, Marco Pedersoli, Patrick Cardinal, Peter Oliver” |
Patrick
Cardinal
Research & Innovation
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