Jan Vanek

Publication Activity (10 Years)

Years Active: 2004-2021
Publications (10 Years): 19

Top Topics

Gaussian Mixture

Discriminative Training

Speech Recognition

Top Venues

Publications

Josef V. Psutka, Jan Vanek, Ales Prazák
Various DNN-HMM Architectures Used in Acoustic Modeling with Single-Speaker and Single-Channel. SLSP (2021)
Josef V. Psutka, Ales Prazák, Jan Vanek
Recognition of Heavily Accented and Emotional Speech of English and Czech Holocaust Survivors Using Various DNN Architectures. SPECOM (2021)
Josef V. Psutka, Jan Vanek, Ales Prazák
Complexity of the TDNN Acoustic Model with Respect to the HMM Topology. TDS (2020)
Jan Vanek, Josef Michálek, Josef Psutka
Tuning of Acoustic Modeling and Adaptation Technique for a Real Speech Recognition Task. SLSP (2019)
Zbynek Zajíc, Marie Kunesová, Marek Hrúz, Jan Vanek
UWB-NTIS Speaker Diarization System for the DIHARD II 2019 Challenge. INTERSPEECH (2019)
Zbynek Zajíc, Marie Kunesová, Marek Hrúz, Jan Vanek
UWB-NTIS Speaker Diarization System for the DIHARD II 2019 Challenge. CoRR (2019)
Josef Michálek, Jan Vanek
A Survey of Recent DNN Architectures on the TIMIT Phone Recognition Task. TSD (2018)
Jan Vanek, Josef Michalek, Jan Zelinka, Josef Psutka
A Comparison of Adaptation Techniques and Recurrent Neural Network Architectures. CoRR (2018)
Jan Vanek, Josef Michálek, Josef Psutka
Recurrent DNNs and Its Ensembles on the TIMIT Phone Recognition Task. SPECOM (2018)
Jan Vanek, Josef Michálek, Jan Zelinka, Josef Psutka
A Comparison of Adaptation Techniques and Recurrent Neural Network Architectures. SLSP (2018)
Bruno Jezek, David Horácek, Jan Vanek, Antonín Slabý
Non-photorealistic Rendering and Sketching Supported by GPU. AVR (1) (2018)
Josef Michalek, Jan Vanek
A Survey of Recent DNN Architectures on the TIMIT Phone Recognition Task. CoRR (2018)
Jan Vanek, Josef Michalek, Josef Psutka
Recurrent DNNs and its Ensembles on the TIMIT Phone Recognition Task. CoRR (2018)
Jan Vanek, Jan Tobola, Karel Petránek, Bruno Jezek, Miloslava Cerná
Trivial Algorithm for Interactive Water Simulation. AVR (1) (2018)
Jan Vanek, Jan Zelinka, Daniel Soutner, Josef Psutka
A Regularization Post Layer: An Additional Way How to Make Deep Neural Networks Robust. SLSP (2017)
Jan Vanek, Josef Michalek, Josef Psutka
A Comparison of Support Vector Machines Training GPU-Accelerated Open Source Implementations. CoRR (2017)
Jan Vanek, Josef Michalek, Josef Psutka
A GPU-Architecture Optimized Hierarchical Decomposition Algorithm for Support Vector Machine Training. IEEE Trans. Parallel Distributed Syst. 28 (12) (2017)
Pavla Urbanová, Jan Vanek, Pavel Soucek, Dalibor Stys, Petr Císar, Milos Zelezný
Bioimaging - Autothresholding and Segmentation via Neural Networks. IWBBIO (1) (2017)
Karel Petránek, Jan Vanek, Eva Milková
Avoiding the Curse of Dimensionality in Local Binary Patterns. ICCCI (1) (2016)
Jan Zelinka, Jan Vanek, Ludek Müller
Simultaneously Trained NN-Based Acoustic Model and NN-Based Feature Extractor. TSD (2015)
Jan Zelinka, Jan Vanek, Ludek Müller
Neural-Network-Based Spectrum Processing for Speech Recognition and Speaker Verification. SLSP (2015)
Zbynek Zajíc, Jan Zelinka, Jan Vanek, Ludek Müller
Convolutional Neural Network for Refinement of Speaker Adaptation Transformation. SPECOM (2014)
Jan Vanek, Josef Psutka
Anti-Models: - An Alternative Way to Discriminative Training. TSD (2014)
Pavel Campr, Marie Kunesová, Jan Vanek, Jan Cech, Josef Psutka
Audio-Video Speaker Diarization for Unsupervised Speaker and Face Model Creation. TSD (2014)
Jan Vanek, Lukás Machlica, Josef V. Psutka, Josef Psutka
Covariance Matrix Enhancement Approach to Train Robust Gaussian Mixture Models of Speech Data. SPECOM (2013)
Jan Vanek, Zbynek Zajíc
A Direct Criterion Minimization Based fMLLR via Gradient Descend. TSD (2013)
Jan Vanek, Lukás Machlica, Josef Psutka
Estimation of Single-Gaussian and Gaussian Mixture Models for Pattern Recognition. CIARP (1) (2013)
Jan Vanek, Jan Trmal, Josef V. Psutka, Josef Psutka
Optimized Acoustic Likelihoods Computation for NVIDIA and ATI/AMD Graphics Processors. IEEE Trans. Speech Audio Process. 20 (6) (2012)
Sudhakar Sah, Jan Vanek, YoungJun Roh, Ratul Wasnik
GPU Accelerated Real Time Rotation, Scale and Translation Invariant Image Registration Method. ICIAR (1) (2012)
Jan Vanek, Jan Trmal, Josef V. Psutka, Josef Psutka
Full covariance Gaussian mixture models evaluation on GPU. ISSPIT (2012)
Bruno Jezek, Jan Vanek, Miroslav Prochazka
Estimation of Response Time for Ground Ambulance Transport. LISS (1) (2011)
Lukás Machlica, Jan Vanek, Zbynek Zajíc
Fast Estimation of Gaussian Mixture Model Parameters on GPU Using CUDA. PDCAT (2011)
Josef V. Psutka, Jan Vanek, Josef Psutka
Speaker-Clustered Acoustic Models Evaluated on GPU for On-line Subtitling of Parliament Meetings. TSD (2011)
Jan Vanek, Jan Trmal, Josef V. Psutka, Josef Psutka
Optimization of the Gaussian Mixture Model Evaluation on GPU. INTERSPEECH (2011)
Josef Psutka, Jan Svec, Josef V. Psutka, Jan Vanek, Ales Prazák, Lubos Smídl, Pavel Ircing
System for fast lexical and phonetic spoken term detection in a Czech cultural heritage archive. EURASIP J. Audio Speech Music. Process. 2011 (2011)
Jan Vanek, Bruno Jezek
Right Mouse Button Surrogate on Touch Screens. ICEIS (4) (2011)
Tomás Náhlík, Jan Urban, Dalibor Stys, Petr Císar, Aliaksandr Pautsina, Jan Vanek
The State Trajectory of Cell Using Rényi Entropy Coefficients. FET (2011)
Jan Vanek, Josef V. Psutka
Gender-Dependent Acoustic Models Fusion Developed for Automatic Subtitling of Parliament Meetings Broadcasted by the Czech TV. TSD (2010)
Josef Psutka, Jan Svec, Josef V. Psutka, Jan Vanek, Ales Prazák, Lubos Smídl
Fast Phonetic/Lexical Searching in the Archives of the Czech Holocaust Testimonies: Advancing Towards the MALACH Project Visions. TSD (2010)
Jan Vanek, Josef V. Psutka, Ales Prazák, Josef Psutka
Training of Speaker-clustered Acoustic Models for use in Real-time Recognizers. SIGMAP (2009)
Jan Vanek, Josef V. Psutka, Jan Zelinka, Ales Prazák, Josef Psutka
Discriminative Training of Gender-Dependent Acoustic Models. TSD (2009)
Jan Urban, Jan Vanek, Jirí Soukup, Dalibor Stys
Expertomica metabolite profiling: getting more information from LC-MS using the stochastic systems approach. Bioinform. 25 (20) (2009)
Karel Antos, Bruno Jezek, Jan Vanek
Crisis Health Care Management System Concept with Ambient Intelligence Applied. AMIF (2009)
Zbynek Zajíc, Lukás Machlica, Ales Padrta, Jan Vanek, Vlasta Radová
An expert system in speaker verification task. INTERSPEECH (2008)
Jan Trmal, Jan Zelinka, Jan Vanek, Ludek Müller
Silence/Speech Detection Method Based on Set of Decision Graphs. TSD (2006)
Ales Padrta, Jan Vanek
A Structure of Expert System for Speaker Verification. TSD (2006)
Jan Trmal, Jan Vanek, Ludek Müller, Jan Zelinka
Independent components for acoustic modeling. INTERSPEECH (2006)
Ales Padrta, Jan Vanek
Introduction of Improved UWB Speaker Verification System. TSD (2005)
Jan Vanek, Bruno Jezek
Real-Time Terrain Visualization on PC. WSCG (Posters) (2004)