Gueorgui Pironkov

According to our database, Gueorgui Pironkov authored at least 11 papers between 2015 and 2020.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2020

Hybrid-task learning for robust automatic speech recognition.

Gueorgui Pironkov, Sean U. N. Wood, Stéphane Dupont

Comput. Speech Lang., 2020

2018

Investigating a Hybrid Learning Approach for Robust Automatic Speech Recognition.

Gueorgui Pironkov, Sean U. N. Wood, Stéphane Dupont, Thierry Dutoit

Proceedings of the Statistical Language and Speech Processing, 2018

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

Noise and Speech Estimation as Auxiliary Tasks for Robust Speech Recognition.

Gueorgui Pironkov, Stéphane Dupont, Sean U. N. Wood, Thierry Dutoit

Proceedings of the Statistical Language and Speech Processing, 2017

Investigating the impact of the training data volume for robust speech recognition using multi-task learning.

Gueorgui Pironkov, Stéphane Dupont, Thierry Dutoit

Proceedings of the 2017 IEEE International Symposium on Signal Processing and Information Technology, 2017

2016

I-Vector estimation as auxiliary task for Multi-Task Learning based acoustic modeling for automatic speech recognition.

Gueorgui Pironkov, Stéphane Dupont, Thierry Dutoit

Proceedings of the 2016 IEEE Spoken Language Technology Workshop, 2016

Speaker-aware Multi-Task Learning for automatic speech recognition.

Gueorgui Pironkov, Stéphane Dupont, Thierry Dutoit

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Speaker-aware long short-term memory multi-task learning for speech recognition.

Gueorgui Pironkov, Stéphane Dupont, Thierry Dutoit

Proceedings of the 24th European Signal Processing Conference, 2016

Multi-task learning for speech recognition: an overview.

Gueorgui Pironkov, Stéphane Dupont, Thierry Dutoit

Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016

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

Proceedings of the Working Notes Proceedings of the MediaEval 2015 Workshop, 2015

Investigating sparse deep neural networks for speech recognition.

Gueorgui Pironkov, Stéphane Dupont, Thierry Dutoit

Proceedings of the 2015 IEEE Workshop on Automatic Speech Recognition and Understanding, 2015