Department of Computer Graphics and Multimedia

Overcoming the language barrier complicating investigation into financing terrorism and serious financial crimes

Czech title:Překlenutí jazykové bariéry, komplikující vyšetřování financování terorismu a závažné finanční kriminality
Reseach leader:Černocký Jan
Team leaders:Glembek Ondřej, Grézl František, Chalupníček Kamil, Karafiát Martin, Mikolov Tomáš
Agency:Ministry of Interior of the Czech Republic
Code:VD20072010B16
Start:2007-08-01
End:2010-12-31
Keywords:speech processing
Annotation:
The project aims at overcoming the language barrier complicating investigation into financing terrorism and serious financial crimes

Products

2010Czech LVCSR for the telephone channel, software, 2010
Authors: Szőke Igor, Karafiát Martin, Chalupníček Kamil, Grézl František, Andrla Petr
 English LVCSR for the telephone channel, software, 2010
Authors: Karafiát Martin, Szőke Igor, Grézl František
 Neural Network Trainer TNet, software, 2010
Authors: Veselý Karel
 Robust gender identification from speech, software, 2010
Authors: Matějka Pavel, Cipr Tomáš, Schwarz Petr
 Robust language identification from speech, software, 2010
Authors: Matějka Pavel, Glembek Ondřej, Cipr Tomáš, Schwarz Petr, Plchot Oldřich, Burget Lukáš
 Robust speaker identification from speech, software, 2010
Authors: Matějka Pavel, Glembek Ondřej, Cipr Tomáš, Schwarz Petr, Plchot Oldřich, Burget Lukáš
2009KWSViewer - Interactive viewer for Keyword spotting output, software, 2009
Authors: Fapšo Michal, Szőke Igor
2008Czech Acoustic Key Word Spotting System for Telephone Channel, software, 2008
Authors: Szőke Igor, Fapšo Michal, Schwarz Petr, Grézl František
 Czech Spoken Term Detection based on LVCSR for telephone channel, software, 2008
Authors: Szőke Igor, Fapšo Michal, Karafiát Martin, Schwarz Petr, Mikolov Tomáš, Burget Lukáš

Publications

2012HAIN Thomas, BURGET Lukáš, DINES John, GARNER Phillip N., GRÉZL František, EL Hannani Asmaa, HUIJBREGTS Marijn, KARAFIÁT Martin, LINCOLN Mike and WAN Vincent. Transcribing Meetings with the AMIDA System. IEEE Transactions on Audio, Speech, and Language Processing. 2012, vol. 20, no. 2, pp. 486-498. ISSN 1558-7916.
2010KARAFIÁT Martin, SZŐKE Igor and ČERNOCKÝ Jan. Using Gradient Descent Optimization for Acoustics Training from Heterogeneous Data. In: Proc. Text, Speech and Dialog 2010. Brno: Springer Verlag, 2010, pp. 322-329. ISBN 978-3-642-15759-2. ISSN 0302-9743.
 MIKOLOV Tomáš, KARAFIÁT Martin, BURGET Lukáš, ČERNOCKÝ Jan and KHUDANPUR Sanjeev. Recurrent neural network based language model. In: Proceedings of the 11th Annual Conference of the International Speech Communication Association (INTERSPEECH 2010). Makuhari, Chiba: International Speech Communication Association, 2010, pp. 1045-1048. ISBN 978-1-61782-123-3. ISSN 1990-9772.
 SZŐKE Igor, GRÉZL František, ČERNOCKÝ Jan and FAPŠO Michal. Acoustic keyword spotter - optimization from end-user perspective. In: Proceedings of the 2010 IEEE Spoken Language Technology Workshop. Berkeley, California: IEEE Signal Processing Society, 2010, pp. 177-181. ISBN 978-1-4244-7902-3.
 VESELÝ Karel, BURGET Lukáš and GRÉZL František. Parallel Training of Neural Networks for Speech Recognition. In: Prof. Text, Speech and Dialogue 2010. Brno: Springer Verlag, 2010, pp. 439-446. ISBN 978-3-642-15759-2. ISSN 0302-9743.
 VESELÝ Karel, BURGET Lukáš and GRÉZL František. Parallel Training of Neural Networks for Speech Recognition. In: Proceedings of the 11th Annual Conference of the International Speech Communication Association (INTERSPEECH 2010). Makuhari, Chiba: International Speech Communication Association, 2010, pp. 2934-2937. ISSN 1990-9772.
 VESELÝ Karel. Parallel training of neural networks for speech recognition. In: Proceedings of the 16th Conference STUDENT EEICT 2010. Brno: Brno University of Technology, 2010, pp. 74-76. ISBN 978-80-214-4078-4.
 ČERNOCKÝ Jan, SZŐKE Igor, HANNEMANN Mirko and KOMBRINK Stefan. Word-subword based keyword spotting with implications in OOV detection. Pacific Grove: Institute of Electrical and Electronics Engineers, 2010.
2009BRÜMMER Niko, STRASHEIM Albert, HUBEIKA Valiantsina, MATĚJKA Pavel, BURGET Lukáš and GLEMBEK Ondřej. Discriminative Acoustic Language Recognition via Channel-Compensated GMM Statistics. In: Proc. Interspeech 2009. Brighton: International Speech Communication Association, 2009, pp. 2187-2190. ISBN 978-1-61567-692-7. ISSN 1990-9772.
 GRÉZL František, KARAFIÁT Martin and BURGET Lukáš. Investigation into bottle-neck features for meeting speech recognition. In: Proc. Interspeech 2009. Brighton: International Speech Communication Association, 2009, pp. 2947-2950. ISBN 978-1-61567-692-7. ISSN 1990-9772.
 MIKOLOV Tomáš, KOPECKÝ Jiří, BURGET Lukáš, GLEMBEK Ondřej and ČERNOCKÝ Jan. Neural network based language models for highly inflective languages. In: Proc. ICASSP 2009. Taipei: IEEE Signal Processing Society, 2009, p. 4. ISBN 978-1-4244-2354-5.
2008KOPECKÝ Jiří, GLEMBEK Ondřej and KARAFIÁT Martin. Advances in Acoustic Modeling for the Recognition of Czech. In: Proc. 11th International Conference on Text, Speech and Dialogue. Berlin: Springer Verlag, 2008, pp. 357-363. ISBN 978-3-540-87390-7.
 OPARIN Ilya, GLEMBEK Ondřej, BURGET Lukáš and ČERNOCKÝ Jan. Morphological random forests for language modeling of inflectional languages. In: Proc. 2008 IEEE Workshop on Spoken Language Technology. Goa: IEEE Signal Processing Society, 2008, p. 4. ISBN 978-1-4244-3472-5.
 SZŐKE Igor, FAPŠO Michal, BURGET Lukáš and ČERNOCKÝ Jan. Hybrid word-subword decoding for spoken term detection. In: Proc. SSCS 2008: Speech search workshop at SIGIR. Singapore: Association for Computing Machinery, 2008, p. 4. ISBN 978-90-365-2697-5.

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