Investigating sparse deep neural networks for speech recognition. - Gueorgui Pironkov; Stéphane Dupont; Thierry Dutoit (ASRU, 2015)

UMons at MediaEval 2015 Affective Impact of Movies Task including Violent Scenes Detection. - Omar Seddati; Emre Külah; Gueorgui Pironkov; Stéphane Dupont; Saïd Mahmoudi; Thierry Dutoit (MediaEval, 2015)

Multi-task learning for speech recognition: an overview. - Gueorgui Pironkov; Stéphane Dupont; Thierry Dutoit (ESANN, 2016)

Speaker-aware long short-term memory multi-task learning for speech recognition. - Gueorgui Pironkov; Stéphane Dupont; Thierry Dutoit (EUSIPCO, 2016)

Speaker-aware Multi-Task Learning for automatic speech recognition. - Gueorgui Pironkov; Stéphane Dupont; Thierry Dutoit (ICPR, 2016)

I-Vector estimation as auxiliary task for Multi-Task Learning based acoustic modeling for automatic speech recognition. - Gueorgui Pironkov; Stéphane Dupont; Thierry Dutoit (SLT, 2016)

Investigating the impact of the training data volume for robust speech recognition using multi-task learning. - Gueorgui Pironkov; Stéphane Dupont; Thierry Dutoit (ISSPIT, 2017)

Noise and Speech Estimation as Auxiliary Tasks for Robust Speech Recognition. - Gueorgui Pironkov; Stéphane Dupont; Sean U. N. Wood; Thierry Dutoit (SLSP, 2017)

Blind Speech Separation and Enhancement With GCC-NMF. - Sean U. N. Wood; Jean Rouat; Stéphane Dupont; Gueorgui Pironkov (IEEE ACM Trans. Audio Speech Lang. Process., 2017)

Investigating a Hybrid Learning Approach for Robust Automatic Speech Recognition. - Gueorgui Pironkov; Sean U. N. Wood; Stéphane Dupont; Thierry Dutoit (SLSP, 2018)

Hybrid-task learning for robust automatic speech recognition. - Gueorgui Pironkov; Sean U. N. Wood; Stéphane Dupont (Comput. Speech Lang., 2020)