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Pironkov Gueorgui

Main Referenced Co-authors
DUPONT, Stéphane  (10)
DUTOIT, Thierry  (9)
Wood, S. U. N. (3)
Ayvaz, Ugur (1)
Cakmak, Huseyin (1)
Main Referenced Keywords
Automatic speech recognition (2); deep neural network (1); Multi-Task Learning (1); sparse (1); TIMIT (1);
Main Referenced Unit & Research Centers
CRTI - Centre de Recherche en Technologie de l'Information (5)
Main Referenced Disciplines
Library & information sciences (11)
Electrical & electronics engineering (6)
Computer science (2)

Publications (total 12)

The most downloaded
67 downloads
El Haddad, K., Cakmak, H., Doumit, M., Pironkov, G., & Ayvaz, U. (2017). Social Communicative Events in Human Computer Interactions [Paper presentation]. Proceedings of the 11th International Summer Workshop on Multimodal Interfaces - eNTERFACE'16, Twente, Netherlands. https://hdl.handle.net/20.500.12907/42106

The most cited

48 citations (Scopus®)

Wood, S. U. N., Rouat, J., Dupont, S., & Pironkov, G. (2017). Blind Speech Separation and Enhancement With GCC-NMF. IEEE/ACM Transactions on Audio, Speech and Language Processing. https://hdl.handle.net/20.500.12907/42001

Pironkov, G., Wood, S. U. N., Dupont, S., & Dutoit, T. (2018). Investigating a Hybrid Learning Approach for Robust Automatic Speech Recognition [Paper presentation]. International Conference on Statistical Language and Speech Processing, Mons, Belgium.

Pironkov, G., Dupont, S., & Dutoit, T. (2017). Investigating the Impact of the Training Data Volume for Robust Speech Recognition Using Multi-Task Learning [Paper presentation]. IEEE International Symposium on Signal Processing and Information Technology, Bilbao, Spain.

Pironkov, G. (2017). Acoustic Modelling using Deep Neural Networks for Automatic Speech Recognition [Doctoral thesis, UMONS - Université de Mons]. ORBi UMONS-University of Mons. https://orbi.umons.ac.be/handle/20.500.12907/52133

Pironkov, G., Dupont, S., Wood, S. U. N., & Dutoit, T. (2017). Noise and Speech Estimation As Auxiliary Tasks for Robust Speech Recognition [Paper presentation]. International Conference on Statistical Language and Speech Processing, Le Mans, France.

El Haddad, K., Cakmak, H., Doumit, M., Pironkov, G., & Ayvaz, U. (2017). Social Communicative Events in Human Computer Interactions [Paper presentation]. Proceedings of the 11th International Summer Workshop on Multimodal Interfaces - eNTERFACE'16, Twente, Netherlands.

Wood, S. U. N., Rouat, J., Dupont, S., & Pironkov, G. (2017). Blind Speech Separation and Enhancement With GCC-NMF. IEEE/ACM Transactions on Audio, Speech and Language Processing.
Peer Reviewed verified by ORBi

Pironkov, G., Dupont, S., & Dutoit, T. (2016). I-Vector Estimation as Auxiliary Task for Multi-Task Learning based Acoustic Modeling for Automatic Speech Recognition [Paper presentation]. Spoken Language Technology Workshop, San Diego, United States.

Pironkov, G., Dupont, S., & Dutoit, T. (2016). Speaker-Aware Multi-Task Learning for Automatic Speech Recognition [Paper presentation]. International Conference on Pattern Recognition, Cancun, Mexico.

Pironkov, G., Dupont, S., & Dutoit, T. (2016). Speaker-Aware Long Short-Term Memory Multi-Task Learning for Speech Recognition [Paper presentation]. European Signal Processing Conference, Budapest, Hungary.

Pironkov, G., Dupont, S., & Dutoit, T. (2016). Multi-Task Learning for Speech Recognition: An Overview [Paper presentation]. The European Symposium on Artificial Neural Networks, Bruges, Belgium.

Pironkov, G., Dupont, S., & Dutoit, T. (2015). INVESTIGATING SPARSE DEEP NEURAL NETWORKS FOR SPEECH RECOGNITION [Paper presentation]. Automatic Speech Recognition & Understanding, .

Seddati, O., Emre, K., Pironkov, G., Dupont, S., Mahmoudi, S., & Dutoit, T. (2015). UMons at MediaEval 2015 Affective Impact of Movies Task including Violent Scenes Detection. IEEE Multimedia.
Peer Reviewed verified by ORBi

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