Project Details

Multiligvální rozpoznávání a vyhledávání v řeči pro elektronické slovníky

Project Period: 1. 9. 2009 – 31. 8. 2013

Project Type: grant

Code: FR-TI1/034

Agency: Ministerstvo průmyslu a obchodu ČR

Program: TIP

English title
Multilingual recognition and search in speech for electronic dictionaries
Type
grant
Keywords

multilinguality, speech recognition, keyword spotting, electronic dictionaries

Abstract

The proposed project aims at research, development and assessment of technologies
for prototyping of speech recognition and search systems with only a few hours of
transcribed training data, without the need for phonetic or linguistic expertise.
These technologies will be tested in the domain of electronic dictionaries.

Team members
Černocký Jan, prof. Dr. Ing. (DCGM) – research leader
Burget Lukáš, doc. Ing., Ph.D. (DCGM)
Grézl František, Ing., Ph.D. (DCGM)
Karafiát Martin, Ing., Ph.D. (DCGM)
Kubalík Jakub, Ing.
Matějka Pavel, Ing., Ph.D.
Schwarz Petr, Ing., Ph.D. (DCGM)
Tomášek Pavel, Ing.
Veselý Karel, Ing., Ph.D. (DCGM)
Žižka Josef, Ing. (DCGM)
Publications

2013

  • EGOROVA, E.; VESELÝ, K.; KARAFIÁT, M.; JANDA, M.; ČERNOCKÝ, J. Manual and Semi-Automatic Approaches to Building a Multilingual Phoneme Set. In Proceedings of ICASSP 2013. Vancouver: IEEE Signal Processing Society, 2013. p. 7324-7328. ISBN: 978-1-4799-0355-9. Detail
  • JANDA, M. Automatic Generation Of Pronunciation Dictionaries Based On Diarization. Proceedings of the 19th Conference Student EEICT 2013. Brno: Brno University of Technology, 2013. p. 228-232. ISBN: 978-80-214-4695-3. Detail
  • SOUFIFAR, M.; BURGET, L.; PLCHOT, O.; CUMANI, S.; ČERNOCKÝ, J. Regularized Subspace n-Gram Model for Phonotactic iVector Extraction. Proceedings of Interspeech 2013. Proceedings of the 14th Annual Conference of the International Speech Communication Association (Interspeech 2013). Lyon: International Speech Communication Association, 2013. p. 74-78. ISBN: 978-1-62993-443-3. ISSN: 2308-457X. Detail

2012

  • BRUMMER, J.; CUMANI, S.; GLEMBEK, O.; KARAFIÁT, M.; MATĚJKA, P.; PEŠÁN, J.; PLCHOT, O.; SOUFIFAR, M.; DE VILLIERS, E.; ČERNOCKÝ, J. Description and analysis of the Brno276 system for LRE2011. In Proceedings of Odyssey 2012: The Speaker and Language Recognition Workshop. Singapur: International Speech Communication Association, 2012. p. 216-223. ISBN: 978-981-07-3093-2. Detail
  • JANDA, M. Grapheme Based Speech Recognition. Proceedings of the 18th Conference STUDENT EEICT 2012. Brno: Brno University of Technology, 2012. p. 441-445. ISBN: 978-80-214-4460-7. Detail
  • JANDA, M.; KARAFIÁT, M.; ČERNOCKÝ, J. Dealing with Numbers in Grapheme-Based Speech Recognition. Proceedings of 15th International Conference on Text, Speech and Dialogue. Lecture Notes in Computer Science. Lecture Notes in Computer Science, 2012, Volume 7499. Springer-Verlag Berlin Heidelberg 2012: Springer Verlag, 2012. p. 438-445. ISBN: 978-3-642-32789-6. ISSN: 0302-9743. Detail
  • KARAFIÁT, M.; JANDA, M.; ČERNOCKÝ, J.; BURGET, L. Region Dependent Linear Transforms in Multilingual Speech Recognition. In Proc. International Conference on Acoustics, Speech, and Signal Processing 2012. Kyoto: IEEE Signal Processing Society, 2012. p. 4885-4888. ISBN: 978-1-4673-0044-5. Detail
  • KOMBRINK, S.; MIKOLOV, T.; KARAFIÁT, M.; BURGET, L. Improving Language Models for ASR Using Translated In-domain Data. Proceedings of 2012 IEEE International Conference on Acoustics, Speech and Signal Processing. Kyoto: IEEE Signal Processing Society, 2012. p. 4405-4408. ISBN: 978-1-4673-0044-5. Detail
  • PLCHOT, O.; KARAFIÁT, M.; BRUMMER, J.; GLEMBEK, O.; MATĚJKA, P.; DE VILLIERS, E.; ČERNOCKÝ, J. Speaker vectors from Subspace Gaussian Mixture Model as complementary features for Language Identification. In Proceedings of Odyssey 2012, The Speaker and Language Recognition Workshop. Singapur: International Speech Communication Association, 2012. p. 330-333. ISBN: 978-981-07-3093-2. Detail
  • SZŐKE, I.; FAPŠO, M.; VESELÝ, K. BUT2012 přístup pro Spoken Web Search úkol na MediaEval2012. Working Notes Proceedings of the MediaEval 2012 Workshop. CEUR Workshop Proceedings. Pisa: CEUR-WS.org, 2012. s. 1-2. ISSN: 1613-0073. Detail
  • TEJEDOR, J.; FAPŠO, M.; SZŐKE, I.; ČERNOCKÝ, J.; GRÉZL, F. Comparison of methods for language-dependent and language-independent query-by-example spoken term detection. ACM TRANSACTIONS ON INFORMATION SYSTEMS, 2012, vol. 2012, no. 30, p. 1-34. ISSN: 1046-8188. Detail
  • VESELÝ, K.; KARAFIÁT, M.; GRÉZL, F.; JANDA, M.; EGOROVA, E. The Language-Independent Bottleneck Features. Proceedings of IEEE 2012 Workshop on Spoken Language Technology. Miami: IEEE Signal Processing Society, 2012. p. 336-341. ISBN: 978-1-4673-5124-9. Detail

2011

  • GRÉZL, F.; KARAFIÁT, M.; JANDA, M. Study of Probabilistic and Bottle-Neck Features in Multilingual Environment. Proceedings of ASRU 2011. Hilton Waikoloa Village, Big Island, Hawaii: IEEE Signal Processing Society, 2011. p. 359-364. ISBN: 978-1-4673-0366-8. Detail
  • KARAFIÁT, M.; BURGET, L.; MATĚJKA, P.; GLEMBEK, O.; ČERNOCKÝ, J. iVector-Based Discriminative Adaptation for Automatic Speech Recognition. Proceedings of ASRU 2011. Hilton Waikoloa Village, Big Island, Hawaii: IEEE Signal Processing Society, 2011. p. 152-157. ISBN: 978-1-4673-0366-8. Detail
  • MIKOLOV, T.; DEORAS, A.; POVEY, D.; BURGET, L.; ČERNOCKÝ, J. Strategies for Training Large Scale Neural Network Language Models. Proceedings of ASRU 2011. Hilton Waikoloa Village, Big Island, Hawaii: IEEE Signal Processing Society, 2011. p. 196-201. ISBN: 978-1-4673-0366-8. Detail
  • MIKOLOV, T.; KOMBRINK, S.; DEORAS, A.; BURGET, L.; ČERNOCKÝ, J. RNNLM - Recurrent Neural Network Language Modeling Toolkit. Proceedings of ASRU 2011. Hilton Waikoloa Village, Big Island, Hawaii: IEEE Signal Processing Society, 2011. p. 1-4. ISBN: 978-1-4673-0366-8. Detail
  • POVEY, D.; BURGET, L.; AGARWAL, M.; AKYAZI, P.; GHOSHAL, A.; GLEMBEK, O.; GOEL, N.; KARAFIÁT, M.; RASTROW, A.; ROSE, R.; SCHWARZ, P.; THOMAS, S. The subspace Gaussian mixture model-A structured model for speech recognition. COMPUTER SPEECH AND LANGUAGE, 2011, vol. 25, no. 2, p. 404-439. ISSN: 0885-2308. Detail
  • POVEY, D.; GHOSHAL, A.; BOULIANNE, G.; BURGET, L.; GLEMBEK, O.; GOEL, N.; HANNEMANN, M.; MOTLÍČEK, P.; QIAN, Y.; SCHWARZ, P.; SILOVSKÝ, J.; STEMMER, G.; VESELÝ, K. The Kaldi Speech Recognition Toolkit. Proceedings of ASRU 2011. Hilton Waikoloa Village Resort, Hawaii: IEEE Signal Processing Society, 2011. p. 1-4. ISBN: 978-1-4673-0366-8. Detail
  • POVEY, D.; KARAFIÁT, M.; GHOSHAL, A.; SCHWARZ, P. A Symmetrization of the Subspace Gaussian Mixture Model. Proceedings of 2011 IEEE International Conference on Acoustics, Speech, and Signal Processing. Praha: IEEE Signal Processing Society, 2011. p. 4504-4507. ISBN: 978-1-4577-0537-3. Detail
  • VESELÝ, K.; KARAFIÁT, M.; GRÉZL, F. Convolutive Bottleneck Network Features for LVCSR. Proceedings of ASRU 2011. Big Island, Hawaii: IEEE Signal Processing Society, 2011. p. 42-47. ISBN: 978-1-4673-0366-8. Detail

2010

  • BURGET, L.; SCHWARZ, P.; AGARWAL, M.; AKYAZI, P.; FENG, K.; GHOSHAL, A.; GLEMBEK, O.; GOEL, N.; KARAFIÁT, M.; POVEY, D.; RASTROW, A.; ROSE, R.; THOMAS, S. Multilingual acoustic modeling for speech recognition based on Subspace Gaussian Mixture Models. Proc. International Conference on Acoustictics, Speech, and Signal Processing. Proc. International Conference on Acoustics, Speech, and Signal Processing. Dallas: IEEE Signal Processing Society, 2010. p. 4334-4337. ISBN: 978-1-4244-4296-6. ISSN: 1520-6149. Detail
  • GHOSHAL, A.; POVEY, D.; AGARWAL, M.; AKYAZI, P.; BURGET, L.; FENG, K.; GLEMBEK, O.; GOEL, N.; KARAFIÁT, M.; RASTROW, A.; ROSE, R.; SCHWARZ, P.; THOMAS, S. A novel estimation of feature-space MLLR for full-covariance models. Proc. International Conference on Acoustics, Speech, and Signal Processing. Proc. International Conference on Acoustics, Speech, and Signal Processing. Dallas: IEEE Signal Processing Society, 2010. p. 4310-4313. ISBN: 978-1-4244-4296-6. ISSN: 1520-6149. Detail
  • GOEL, N.; THOMAS, S.; AGARWAL, M.; AKYAZI, P.; BURGET, L.; FENG, K.; GHOSHAL, A.; GLEMBEK, O.; KARAFIÁT, M.; POVEY, D.; RASTROW, A.; ROSE, R.; SCHWARZ, P. Approaches to automatic LEXICON learning with limited training examples. Proc. International Conference on Acoustics, Speech, and Signal Processing. Proc. International Conference on Acoustics, Speech, and Signal Processing. Dallas: IEEE Signal Processing Society, 2010. p. 5094-5097. ISBN: 978-1-4244-4296-6. ISSN: 1520-6149. Detail
  • POVEY, D.; BURGET, L.; AGARWAL, M.; AKYAZI, P.; FENG, K.; GHOSHAL, A.; GLEMBEK, O.; GOEL, N.; KARAFIÁT, M.; RASTROW, A.; ROSE, R.; SCHWARZ, P.; THOMAS, S. Subspace Gaussian mixture models for speech recognition. Proc. International Conference on Acoustics, Speech, and Signal Processing. Proc. International Conference on Acoustics, Speech, and Signal Processing. Dallas: IEEE Signal Processing Society, 2010. p. 4330-4333. ISBN: 978-1-4244-4296-6. ISSN: 1520-6149. Detail
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