Gueorgui Pironkov

Publication Activity (10 Years)

Years Active: 2015-2020
Publications (10 Years): 11

Top Topics

Hybrid Learning

Matrix Factorisation

Speech Recognition

Acoustic Features

Top Venues

Publications

Gueorgui Pironkov, Sean U. N. Wood, Stéphane Dupont
Hybrid-task learning for robust automatic speech recognition. Comput. Speech Lang. 64 (2020)
Gueorgui Pironkov, Sean U. N. Wood, Stéphane Dupont, Thierry Dutoit
Investigating a Hybrid Learning Approach for Robust Automatic Speech Recognition. SLSP (2018)
Sean U. N. Wood, Jean Rouat, Stéphane Dupont, Gueorgui Pironkov
Blind Speech Separation and Enhancement With GCC-NMF. IEEE ACM Trans. Audio Speech Lang. Process. 25 (4) (2017)
Gueorgui Pironkov, Stéphane Dupont, Sean U. N. Wood, Thierry Dutoit
Noise and Speech Estimation as Auxiliary Tasks for Robust Speech Recognition. SLSP (2017)
Gueorgui Pironkov, Stéphane Dupont, Thierry Dutoit
Investigating the impact of the training data volume for robust speech recognition using multi-task learning. ISSPIT (2017)
Gueorgui Pironkov, Stéphane Dupont, Thierry Dutoit
Speaker-aware long short-term memory multi-task learning for speech recognition. EUSIPCO (2016)
Gueorgui Pironkov, Stéphane Dupont, Thierry Dutoit
Multi-task learning for speech recognition: an overview. ESANN (2016)
Gueorgui Pironkov, Stéphane Dupont, Thierry Dutoit
Speaker-aware Multi-Task Learning for automatic speech recognition. ICPR (2016)
Gueorgui Pironkov, Stéphane Dupont, Thierry Dutoit
I-Vector estimation as auxiliary task for Multi-Task Learning based acoustic modeling for automatic speech recognition. SLT (2016)
Gueorgui Pironkov, Stéphane Dupont, Thierry Dutoit
Investigating sparse deep neural networks for speech recognition. ASRU (2015)
Omar Seddati, Emre Kulah, Gueorgui Pironkov, Stéphane Dupont, Saïd Mahmoudi, Thierry Dutoit
UMons at MediaEval 2015 Affective Impact of Movies Task including Violent Scenes Detection. MediaEval (2015)