Profil

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 (1)

Publications (total 11)

The most downloaded
1 downloads
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 presented at Spoken Language Technology Workshop, San Diego, United States. https://hdl.handle.net/20.500.12907/41935
The most cited
38 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 presented at 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 presented at IEEE International Symposium on Signal Processing and Information Technology, Bilbao, Spain.

Pironkov, G., Dupont, S., Wood, S. U. N., & Dutoit, T. (2017). Noise and Speech Estimation As Auxiliary Tasks for Robust Speech Recognition. Paper presented at 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 presented at 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 presented at 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 presented at 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 presented at European Signal Processing Conference, Budapest, Hungary.

Pironkov, G., Dupont, S., & Dutoit, T. (2016). Multi-Task Learning for Speech Recognition: An Overview. Paper presented at 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 presented at 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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