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Vanek-jan

Contact

name: Jan Vaněk
phone:
+420 37763 2529
office:
UN560


e-mail: vanekyj@kky.zcu.cz

Ing. Vaněk Jan, Ph.D.

Activities

signal processing, acoustic modelling, speech recognition, speaker recognition (verification, identification), GPGPU programming (CUDA, OpenCL)

My Research Gate profile.



 

Publications

 + / -  Publications in year 2019

 + / -  Publications in year 2015

Jan Zelinka and Jan Vaněk and Luděk Müller : Simultaneously Trained NN-based Acoustic Model and NN-based Feature Extractor . Text, Speech, and Dialogue, 18th International Conference, TSD 2015, p. 234-242, 2015.
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Jan Zelinka and Jan Vaněk and Luděk Müller : Neural-Network-based Spectrum Processing for Speech Recognition and Speaker Verification . Statistical Language and Speech Processing, Third International Conference, SLSP 2015, p. 288-299, Springer, 2015.
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 + / -  Publications in year 2014

Zbyněk Zajíc and Jan Zelinka and Jan Vaněk and Luděk Müller : Convolutional Neural Network for Refinement of Speaker Adaptation Transformation . 16th International Conference on Speech and Computer, SPECOM 2014, Lecture Notes in Artificial Intelligence, vol. 8773, p. 161-168, 2014.
DOI:10.1007/978-3-319-11581-8_20   BibTeX   Detail
Pavel Campr and Marie Kunešová and Jan Vaněk and Jan Čech and Josef Psutka : Audio-Video Speaker Diarization for Unsupervised Speaker and Face Model Creation . Text, Speech and Dialogue, Proceedings of the 17th International Conference TSD 2014, Lecture Notes in Artificial Intelligence, 2014.
DOI:10.1007/978-3-319-10816-2_56   BibTeX   Detail
Michálek J. and Vaněk J. : An Open-Source GPU-Accelerated Feature Extraction Tool . 12th International Conference on Signal Processing - ICSP2014, 12th International Conference on Signal Processing - ICSP2014, p. 450-454, IEEE Print, Danvers, USA, 2014.
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Vaněk J. and Psutka J. : Anti-Models: An Alternative Way to Discriminative Training . Text Speech nad Dialoque - TSD 2014, Text Speech nad Dialoque - TSD 2014, p. 449-456, Springer, 2014.
DOI:10.1007/978-3-319-10816-2_54   BibTeX   Detail PDF
Campr Pavel and Herbig Milan and Vaněk Jan and Psutka Josef : Sports Video Classification in Continuous TV Broadcasts . The 12th IEEE International Conference on Signal Processing (ICSP'14), HangZhou China, 2014.
DOI:10.1109/ICOSP.2014.7015083   BibTeX   Detail

 + / -  Publications in year 2013

Jan Vaněk and Lukáš Machlica and Josef Psutka : Estimation of Single-Gaussian and Gaussian Mixture Models for Pattern Recognition . 18th Iberoamerican Congress on Pattern Recognition, Lecture Notes in Computer Science, Springer, 2013.
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Jan Vaněk and Zbyněk Zajíc : A Direct Criterion Minimization based fMLLR via Gradient Descend . Text, Speech, and Dialogue, Lecture Notes in Computer Science, vol. 8082, p. 52-59, Springer, 2013.
DOI:10.1007/978-3-642-40585-3_8   BibTeX   Detail PDF
Jan Vaněk and Lukáš Machlica and Josef V. Psutka and Josef Psutka : Covariance Matrix Enhancement Approach to Train Robust Gaussian Mixture Models of Speech Data . Speech and Computer, Lecture Notes in Computer Science, vol. 8113, p. 92-99, Springer, 2013.
DOI:10.1007/978-3-319-01931-4_13   BibTeX   Detail PDF

 + / -  Publications in year 2012

Vaněk J. and Trmal J. and Psutka J. V. and Psutka J. : Full Covariance Gaussian Mixture Models Evaluation on GPU . IEEE International Symposium on Signal Processing and Information Technology, Vietnam, Ho Chi Minh City, 2012.
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Vaněk J. and Trmal J. and Psutka J. V. and Psutka J. : Optimized Acoustic Likelihoods Computation for NVIDIA and ATI/AMD Graphics Processors . IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 6, vol. 20, p. 1818-1828, Institute of Electrical and Electronics Engineers ( IEEE ), 2012.
DOI:10.1109/TASL.2012.2190928   BibTeX   Detail
IEEEXplore Digital Library
Sudhakar Sah and Jan Vaněk and YoungJun Roh and Ratul Wasnik : GPU Accelerated Real Time Rotation, Scale and Translation Invariant Image Registration Method . International Conference on Image Analysis and Recognition, Lecture Notes in Computer Science, vol. 7324, p. 224-233, Springer, 2012.
DOI:10.1007/978-3-642-31295-3_27   BibTeX   Detail PDF conference poster

 + / -  Publications in year 2011

Lukáš Machlica and Jan Vaněk and Zbyněk Zajíc : Fast Estimation of Gaussian Mixture Model Parameters on GPU using CUDA . The 12th International Conference on Parallel and Distributed Computing, Applications and Technologies, p. 167-172, IEEE Computer Society Conference Publishing Services (CPS), 2011.
DOI:10.1109/PDCAT.2011.40   BibTeX   Detail PDF
Josef V. Psutka and Jan Vaněk and Josef Psutka : Speaker-clustered Acoustic Models Evaluated on GPU for on-line Subtitling of Parliament Meetings . Text, Speech, and Dialogue, Lecture Notes in Computer Science, vol. 6836, p. 284-290, Springer, 2011.
DOI:10.1007/978-3-642-23538-2_36   BibTeX   Detail PDF
Vaněk J. and Trmal J. and Psutka J. V. : Optimization of the Gaussian Mixture Model Evaluation on GPU . 12th Annual Conference of the International Speech Communication Association 2011 (INTERSPEECH 2011), p. 1748-1751, Firenze, Italy, 2011.
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 + / -  Publications in year 2010

Vaněk Jan and Psutka Josef V. and Zelinka Jan and Trmal Jan : Training of Speaker-Clustered Discriminative Acoustic Models for Use in Real-Time Recognizers . Speech Processing, vol. 2010, p. 152-158, Institute of Photonics and Electronics AS CR, Prague, 2010.
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Vaněk Jan and Psutka Josef V. : Gender-dependent acoustic models fusion developed for automatic subtitling of Parliament meetings broadcasted by the Czech TV . Lecture Notes in Computer Science, vol. 2010, p. 431-438, Springer, Berlin, 2010.
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Lukáš Machlica and Jan Vaněk : UWB system description for NIST SRE 2010 . 2010 NIST Speaker Recognition Evaluation Workshop, p. 180-182, NIST USA, 2010.
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Psutka Josef V. and Švec Jan and Psutka Josef and Vaněk Jan and Pražák Aleš and Šmídl Luboš : Fast Phonetic/Lexical Searching in the Archives of the Czech Holocaust Testimonies: Advancing Towards the MALACH Project Visions . Lecture Notes in Computer Science, vol. 2010, p. 385-391, Springer, Heidelberg, 2010.
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 + / -  Publications in year 2009

L. Machlica and J. Vaněk : UWB system description: EVALITA 2009 . Conference of the Italian Association for Artificial Intelligence, vol. XI., 2009.
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Vaněk J. : Diskriminativní trénování akustických modelů . University of West Bohemia, Pilsen, Czech Republic, 2009.
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Vaněk Jan and Psutka Josef V. and Zelinka Jan and Pražák Aleš and Psutka Josef : Discriminative training of gender-dependent acoustic models . Text, Speech and Dialogue, p. 331-338, Springer, Plzeň, 2009.
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Dostupnost
Vaněk Jan and Psutka Josef V. and Zelinka Jan and Pražák Aleš and Psutka Josef : Training of Speaker-Clustered Acoustic Models for Use in Real-Time Recognizers . Proceedings of the International Conference on Signal Processing and Multimedia Application, p. 131-135, INSTICC, Miláno, 2009.
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 + / -  Publications in year 2008

Zbyněk Zajíc and Lukáš Machlica and Aleš Padrta and Jan Vaněk and Vlasta Radová : An Expert System in Speaker Verification Task . Proceedings of Interspeech 2008 incorporating SST 2008, vol. 9, p. 355-358, International Speech Communication Association, Brisbane, AU, 2008.
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 + / -  Publications in year 2007

Zbynek Zajic and Jan Vanek and Lukas Machlica and Ales Padrta : A Cohort Methods for Score Normalization in Speaker Verification System, Acceleration of On-line Cohort Methods . Specom 2007 Proceedings, p. 367-372, Moskow State Linguistic University, Moskow, 2007.
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 + / -  Publications in year 2006

Trmal, J. and Vaněk, J. and Müller, L. and Zelinka, J. : Independent components for acoustic modeling . Interspeech, vol. 1, p. 2486-2489, ISCA, Bonn, 2006.
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Padrta, A. and Vaněk, J. : A structure of expert system for speaker verification . Lecture Notes in Artificial Intelligence , Lecture notes in artificial intelligence. 0302-9743 ; 4188, 4188, p. 493-500, Springer, Berlin, 2006.
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Trmal, J. and Zelinka, J. and Vaněk, J. and Müller, L. : Silence/speech detection method based on set of decision graphs . Lecture Notes in Artificial Intelligence, Lecture notes in artificial intelligence. 0302-9743 ; 4188, 4188, p. 539-546, Springer, Berlin, 2006.
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 + / -  Publications in year 2005

Padrta, A. and Vaněk, J. : Introduction of improved UWB speaker verification system . Lecture Notes in Artificial Intelligence, Lecture notes in artificial intelligence 3658, 3658, p. 364-370, Springer, Berlin, 2005.
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 + / -  Publications in year 2004

Vaněk, J. and Padrta, A. : Optimization of features for robust speaker recognition . Speech processing, p. 140-147, Academy of Sciences of the Czech Republic, Prague, 2004.
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