Project Details

Zvýšení spolehlivosti v automatickém rozpoznávání řečníka

Project Period: 1. 1. 2017 - 31. 12. 2019

Project Type: grant

Code: GJ17-23870Y

Agency: Czech Science Foundation

Program: Juniorské granty

English title
Improving Robustnes in Automatic Speaker Recognition
Type
grant
Keywords

automatic speaker recognition;robustness;adaptation;speech

Abstract

Speaker recognition systems have gained very high recognition performance in the recent years. However, it has been shown that system performance degrades when the recognition data domain differs from the one used for system parameter training. Also, introducing additive noise (e.g. background traffic noise), convolutive noise (e.g. reverb of the room), or channel noise (e.g. telephone codec) to the recording further degrades the performance. The solutions to these issues are to a) seek for techniques for robust modeling, and b) to develop methods for system adaptation. In this project, we want to focus on both of these approaches.

Team members
Glembek Ondřej, Ing., Ph.D. (UPGM FIT VUT) , research leader
Fér Radek, Ing. (UPGM FIT VUT) , team leader
Novotný Ondřej, Ing., Ph.D. (UPGM FIT VUT) , team leader
Publications

2020

  • MATĚJKA Pavel, PLCHOT Oldřich, GLEMBEK Ondřej, BURGET Lukáš, ROHDIN Johan A., ZEINALI Hossein, MOŠNER Ladislav, SILNOVA Anna, NOVOTNÝ Ondřej, DIEZ Sánchez Mireia and ČERNOCKÝ Jan. 13 years of speaker recognition research at BUT, with longitudinal analysis of NIST SRE. Computer Speech and Language, vol. 2020, no. 63, pp. 1-15. ISSN 0885-2308. Detail
  • BURGET Lukáš, GLEMBEK Ondřej, LOZANO Díez Alicia, MATĚJKA Pavel, NOVOTNÝ Ondřej, PLCHOT Oldřich, PULUGUNDLA Bhargav, ROHDIN Johan A., SILNOVA Anna and VESELÝ Karel. BUT System Description to SdSV Challenge 2020. In: Proceedings of Short-duration Speaker Verification Challenge 2020 Workshop. Shanghai, on-line event of Interspeech 2020 Conference, 2020, pp. 1-5. Detail
  • ROHDIN Johan A., SILNOVA Anna, DIEZ Sánchez Mireia, PLCHOT Oldřich, MATĚJKA Pavel, BURGET Lukáš and GLEMBEK Ondřej. End-to-end DNN based text-independent speaker recognition for long and short utterances. Computer Speech and Language, vol. 2020, no. 59, pp. 22-35. ISSN 0885-2308. Detail

2019

  • ALAM Jahangir, BOULIANNE Gilles, GLEMBEK Ondřej, LOZANO Díez Alicia, MATĚJKA Pavel, MIZERA Petr, MONTEIRO Joao, MOŠNER Ladislav, NOVOTNÝ Ondřej, PLCHOT Oldřich, ROHDIN Johan A., SILNOVA Anna, SLAVÍČEK Josef, STAFYLAKIS Themos, WANG Shuai and ZEINALI Hossein. ABC NIST SRE 2019 CTS System Description. In: Proceedings of NIST. Sentosa, Singapore: National Institute of Standards and Technology, 2019, pp. 1-6. Detail
  • ALAM Jahangir, BOULIANNE Gilles, BURGET Lukáš, GLEMBEK Ondřej, LOZANO Díez Alicia, MATĚJKA Pavel, MIZERA Petr, MOŠNER Ladislav, NOVOTNÝ Ondřej, PLCHOT Oldřich, ROHDIN Johan A., SILNOVA Anna, SLAVÍČEK Josef, STAFYLAKIS Themos, WANG Shuai, ZEINALI Hossein, DAHMANE Mohamed, ST-CHARLES Pierre-Luc, LALONDE Marc, NOISEUX Cédric and MONTEIRO Joao. ABC System Description for NIST Multimedia Speaker Recognition Evaluation 2019. In: Proceedings of NIST 2019 SRE Workshop. Sentosa, Singapore: National Institute of Standards and Technology, 2019, pp. 1-7. Detail
  • MATĚJKA Pavel, PLCHOT Oldřich, ZEINALI Hossein, MOŠNER Ladislav, SILNOVA Anna, BURGET Lukáš, NOVOTNÝ Ondřej and GLEMBEK Ondřej. Analysis of BUT Submission in Far-Field Scenarios of VOiCES 2019 Challenge. In: Proceedings of Interspeech. Graz: International Speech Communication Association, 2019, pp. 2448-2452. ISSN 1990-9772. Detail
  • NOVOTNÝ Ondřej, PLCHOT Oldřich, GLEMBEK Ondřej, ČERNOCKÝ Jan and BURGET Lukáš. Analysis of DNN Speech Signal Enhancement for Robust Speaker Recognition. Computer Speech and Language, vol. 2019, no. 58, pp. 403-421. ISSN 0885-2308. Detail
  • SZŐKE Igor, SKÁCEL Miroslav, MOŠNER Ladislav, PALIESEK Jakub and ČERNOCKÝ Jan. Building and Evaluation of a Real Room Impulse Response Dataset. IEEE Journal of Selected Topics in Signal Processing, vol. 13, no. 4, 2019, pp. 863-876. ISSN 1932-4553. Detail
  • NOVOTNÝ Ondřej, PLCHOT Oldřich, GLEMBEK Ondřej, BURGET Lukáš and MATĚJKA Pavel. Discriminatively Re-trained i-Vector Extractor For Speaker Recognition. In: Proceedings of 2019 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP). Brighton: IEEE Signal Processing Society, 2019, pp. 6031-6035. ISBN 978-1-5386-4658-8. Detail
  • NOVOTNÝ Ondřej, PLCHOT Oldřich, GLEMBEK Ondřej and BURGET Lukáš. Factorization of Discriminatively Trained i-Vector Extractor for Speaker Recognition. In: Proceedings of Interspeech. Graz: International Speech Communication Association, 2019, pp. 4330-4334. ISSN 1990-9772. Detail
  • ROHDIN Johan A., STAFYLAKIS Themos, SILNOVA Anna, ZEINALI Hossein, BURGET Lukáš and PLCHOT Oldřich. Speaker Verification Using End-To-End Adversarial Language Adaptation. In: Proceedings of ICASSP 2019. Brighton: IEEE Signal Processing Society, 2019, pp. 6006-6010. ISBN 978-1-5386-4658-8. Detail

2018

  • ALAM Jahangir, BHATTACHARYA Gautam, BRUMMER Johan Nikolaas Langenhoven, BURGET Lukáš, DIEZ Sánchez Mireia, GLEMBEK Ondřej, KENNY Patrick, KLČO Michal, LANDINI Federico Nicolás, LOZANO Díez Alicia, MATĚJKA Pavel, MONTEIRO Joao, MOŠNER Ladislav, NOVOTNÝ Ondřej, PLCHOT Oldřich, PROFANT Ján, ROHDIN Johan A., SILNOVA Anna, SLAVÍČEK Josef, STAFYLAKIS Themos and ZEINALI Hossein. ABC NIST SRE 2018 SYSTEM DESCRIPTION. In: Proceedings of 2018 NIST SRE Workshop. Athens: National Institute of Standards and Technology, 2018, pp. 1-10. Detail
  • PLCHOT Oldřich, MATĚJKA Pavel, NOVOTNÝ Ondřej, CUMANI Sandro, LOZANO Díez Alicia, SLAVÍČEK Josef, DIEZ Sánchez Mireia, GRÉZL František, GLEMBEK Ondřej, KAMSALI Veera Mounika, SILNOVA Anna, BURGET Lukáš, ONDEL Yang Lucas Antoine Francois, KESIRAJU Santosh and ROHDIN Johan A. Analysis of BUT-PT Submission for NIST LRE 2017. In: Proceedings of Odyssey 2018 The Speaker and Language Recognition Workshop. Les Sables d'Olonne: International Speech Communication Association, 2018, pp. 47-53. ISSN 2312-2846. Detail
  • DIEZ Sánchez Mireia, LANDINI Federico Nicolás, BURGET Lukáš, ROHDIN Johan A., SILNOVA Anna, ŽMOLÍKOVÁ Kateřina, NOVOTNÝ Ondřej, VESELÝ Karel, GLEMBEK Ondřej, PLCHOT Oldřich, MOŠNER Ladislav and MATĚJKA Pavel. BUT system for DIHARD Speech Diarization Challenge 2018. In: Proceedings of Interspeech 2018. Hyderabad: International Speech Communication Association, 2018, pp. 2798-2802. ISSN 1990-9772. Detail
  • SILNOVA Anna, MATĚJKA Pavel, GLEMBEK Ondřej, PLCHOT Oldřich, NOVOTNÝ Ondřej, GRÉZL František, SCHWARZ Petr and ČERNOCKÝ Jan. BUT/Phonexia Bottleneck Feature Extractor. In: Proceedings of Odyssey 2018. Les Sables d´Olonne: International Speech Communication Association, 2018, pp. 283-287. ISSN 2312-2846. Detail
  • MOŠNER Ladislav, MATĚJKA Pavel, NOVOTNÝ Ondřej and ČERNOCKÝ Jan. Dereverberation and Beamforming in Far-Field Speaker Recognition. In: Proceedings of ICASSP 2018. Calgary: IEEE Signal Processing Society, 2018, pp. 5254-5258. ISBN 978-1-5386-4658-8. Detail
  • MOŠNER Ladislav, PLCHOT Oldřich, MATĚJKA Pavel, NOVOTNÝ Ondřej and ČERNOCKÝ Jan. Dereverberation and Beamforming in Robust Far-Field Speaker Recognition. In: Proceedings of Interspeech 2018. Hyderabad: International Speech Communication Association, 2018, pp. 1334-1338. ISSN 1990-9772. Detail
  • ROHDIN Johan A., SILNOVA Anna, DIEZ Sánchez Mireia, PLCHOT Oldřich, MATĚJKA Pavel and BURGET Lukáš. End-to-End DNN Based Speaker Recognition Inspired by i-Vector and PLDA. In: Proceedings of ICASSP. Calgary: IEEE Signal Processing Society, 2018, pp. 4874-4878. ISBN 978-1-5386-4658-8. Detail
  • NOVOTNÝ Ondřej, MATĚJKA Pavel, PLCHOT Oldřich and GLEMBEK Ondřej. On the use of DNN Autoencoder for Robust Speaker Recognition. Brno: Faculty of Information Technology BUT, 2018. Detail
  • NOVOTNÝ Ondřej, PLCHOT Oldřich, MATĚJKA Pavel, MOŠNER Ladislav and GLEMBEK Ondřej. On the use of X-vectors for Robust Speaker Recognition. In: Proceedings of Odyssey 2018. Les Sables d´Olonne: International Speech Communication Association, 2018, pp. 168-175. ISSN 2312-2846. Detail

2017

  • SILNOVA Anna, BURGET Lukáš and ČERNOCKÝ Jan. Alternative Approaches to Neural Network based Speaker Verification. In: Proceedings of Interspeech 2017. Stockholm: International Speech Communication Association, 2017, pp. 1572-1575. ISSN 1990-9772. Detail
  • PLCHOT Oldřich, MATĚJKA Pavel, SILNOVA Anna, NOVOTNÝ Ondřej, DIEZ Sánchez Mireia, ROHDIN Johan A., GLEMBEK Ondřej, BRÜMMER Niko, SWART Albert du Preez, PRIETO Jesús J., GARCIA Perera Leibny Paola, BUERA Luis, KENNY Patrick, ALAM Jahangir and BHATTACHARYA Gautam. Analysis and Description of ABC Submission to NIST SRE 2016. In: Proceedings of Interspeech 2017. Stockholm: International Speech Communication Association, 2017, pp. 1348-1352. ISSN 1990-9772. Detail
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