Jan Vanek

According to our database, Jan Vanek authored at least 45 papers between 2004 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

Recognition of Heavily Accented and Emotional Speech of English and Czech Holocaust Survivors Using Various DNN Architectures.

Josef V. Psutka, Ales Prazák, Jan Vanek

Proceedings of the Speech and Computer - 23rd International Conference, 2021

Various DNN-HMM Architectures Used in Acoustic Modeling with Single-Speaker and Single-Channel.

Josef V. Psutka, Jan Vanek, Ales Prazák

Proceedings of the Statistical Language and Speech Processing, 2021

2020

Complexity of the TDNN Acoustic Model with Respect to the HMM Topology.

Josef V. Psutka, Jan Vanek, Ales Prazák

Proceedings of the Text, Speech, and Dialogue, 2020

2019

Tuning of Acoustic Modeling and Adaptation Technique for a Real Speech Recognition Task.

Jan Vanek, Josef Michálek, Josef Psutka

Proceedings of the Statistical Language and Speech Processing, 2019

UWB-NTIS Speaker Diarization System for the DIHARD II 2019 Challenge.

Zbynek Zajíc, Marie Kunesová, Marek Hrúz, Jan Vanek

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

2018

A Survey of Recent DNN Architectures on the TIMIT Phone Recognition Task.

Josef Michálek, Jan Vanek

Proceedings of the Text, Speech, and Dialogue - 21st International Conference, 2018

Recurrent DNNs and Its Ensembles on the TIMIT Phone Recognition Task.

Jan Vanek, Josef Michálek, Josef Psutka

Proceedings of the Speech and Computer - 20th International Conference, 2018

A Comparison of Adaptation Techniques and Recurrent Neural Network Architectures.

Jan Vanek, Josef Michálek, Jan Zelinka, Josef Psutka

Proceedings of the Statistical Language and Speech Processing, 2018

Trivial Algorithm for Interactive Water Simulation.

Jan Vanek, Jan Tobola, Karel Petránek, Bruno Jezek, Miloslava Cerná

Proceedings of the Augmented Reality, Virtual Reality, and Computer Graphics, 2018

Non-photorealistic Rendering and Sketching Supported by GPU.

Bruno Jezek, David Horácek, Jan Vanek, Antonín Slabý

Proceedings of the Augmented Reality, Virtual Reality, and Computer Graphics, 2018

2017

A GPU-Architecture Optimized Hierarchical Decomposition Algorithm for Support Vector Machine Training.

Jan Vanek, Josef Michalek, Josef Psutka

IEEE Trans. Parallel Distributed Syst., 2017

A Comparison of Support Vector Machines Training GPU-Accelerated Open Source Implementations.

Jan Vanek, Josef Michalek, Josef Psutka

CoRR, 2017

A Regularization Post Layer: An Additional Way How to Make Deep Neural Networks Robust.

Jan Vanek, Jan Zelinka, Daniel Soutner, Josef Psutka

Proceedings of the Statistical Language and Speech Processing, 2017

Bioimaging - Autothresholding and Segmentation via Neural Networks.

Pavla Urbanová, Jan Vanek, Pavel Soucek, Dalibor Stys, Petr Císar, Milos Zelezný

Proceedings of the Bioinformatics and Biomedical Engineering, 2017

2016

Avoiding the Curse of Dimensionality in Local Binary Patterns.

Karel Petránek, Jan Vanek, Eva Milková

Proceedings of the Computational Collective Intelligence - 8th International Conference, 2016

2015

Simultaneously Trained NN-Based Acoustic Model and NN-Based Feature Extractor.

Jan Zelinka, Jan Vanek, Ludek Müller

Proceedings of the Text, Speech, and Dialogue - 18th International Conference, 2015

Neural-Network-Based Spectrum Processing for Speech Recognition and Speaker Verification.

Jan Zelinka, Jan Vanek, Ludek Müller

Proceedings of the Statistical Language and Speech Processing, 2015

2014

Anti-Models: - An Alternative Way to Discriminative Training.

Jan Vanek, Josef Psutka

Proceedings of the Text, Speech and Dialogue - 17th International Conference, 2014

Audio-Video Speaker Diarization for Unsupervised Speaker and Face Model Creation.

Pavel Campr, Marie Kunesová, Jan Vanek, Jan Cech, Josef Psutka

Proceedings of the Text, Speech and Dialogue - 17th International Conference, 2014

Convolutional Neural Network for Refinement of Speaker Adaptation Transformation.

Zbynek Zajíc, Jan Zelinka, Jan Vanek, Ludek Müller

Proceedings of the Speech and Computer - 16th International Conference, 2014

2013

A Direct Criterion Minimization Based fMLLR via Gradient Descend.

Jan Vanek, Zbynek Zajíc

Proceedings of the Text, Speech, and Dialogue - 16th International Conference, 2013

Covariance Matrix Enhancement Approach to Train Robust Gaussian Mixture Models of Speech Data.

Jan Vanek, Lukás Machlica, Josef V. Psutka, Josef Psutka

Proceedings of the Speech and Computer - 15th International Conference, 2013

Estimation of Single-Gaussian and Gaussian Mixture Models for Pattern Recognition.

Jan Vanek, Lukás Machlica, Josef Psutka

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2013

2012

Optimized Acoustic Likelihoods Computation for NVIDIA and ATI/AMD Graphics Processors.

Jan Vanek, Jan Trmal, Josef V. Psutka, Josef Psutka

IEEE Trans. Speech Audio Process., 2012

Full covariance Gaussian mixture models evaluation on GPU.

Jan Vanek, Jan Trmal, Josef V. Psutka, Josef Psutka

Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2012

GPU Accelerated Real Time Rotation, Scale and Translation Invariant Image Registration Method.

Sudhakar Sah, Jan Vanek, YoungJun Roh, Ratul Wasnik

Proceedings of the Image Analysis and Recognition - 9th International Conference, 2012

2011

The State Trajectory of Cell Using Rényi Entropy Coefficients.

Tomás Náhlík, Jan Urban, Dalibor Stys, Petr Císar, Aliaksandr Pautsina, Jan Vanek

Proceedings of the 2nd European Future Technologies Conference and Exhibition, 2011

System for fast lexical and phonetic spoken term detection in a Czech cultural heritage archive.

Josef Psutka, Jan Svec, Josef V. Psutka, Jan Vanek, Ales Prazák, Lubos Smídl, Pavel Ircing

EURASIP J. Audio Speech Music. Process., 2011

Speaker-Clustered Acoustic Models Evaluated on GPU for On-line Subtitling of Parliament Meetings.

Josef V. Psutka, Jan Vanek, Josef Psutka

Proceedings of the Text, Speech and Dialogue - 14th International Conference, 2011

Fast Estimation of Gaussian Mixture Model Parameters on GPU Using CUDA.

Lukás Machlica, Jan Vanek, Zbynek Zajíc

Proceedings of the 12th International Conference on Parallel and Distributed Computing, 2011

Estimation of Response Time for Ground Ambulance Transport.

Bruno Jezek, Jan Vanek, Miroslav Prochazka

Proceedings of the LISS 2011 - Proceedings of the 1st International Conference on Logistics, Informatics and Service Science, Volume 1, Beijing, China, 8, 2011

Optimization of the Gaussian Mixture Model Evaluation on GPU.

Jan Vanek, Jan Trmal, Josef V. Psutka, Josef Psutka

Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011

Right Mouse Button Surrogate on Touch Screens.

Jan Vanek, Bruno Jezek

Proceedings of the ICEIS 2011, 2011

2010

Gender-Dependent Acoustic Models Fusion Developed for Automatic Subtitling of Parliament Meetings Broadcasted by the Czech TV.

Jan Vanek, Josef V. Psutka

Proceedings of the Text, Speech and Dialogue, 13th International Conference, 2010

Fast Phonetic/Lexical Searching in the Archives of the Czech Holocaust Testimonies: Advancing Towards the MALACH Project Visions.

Josef Psutka, Jan Svec, Josef V. Psutka, Jan Vanek, Ales Prazák, Lubos Smídl

Proceedings of the Text, Speech and Dialogue, 13th International Conference, 2010

2009

Expertomica metabolite profiling: getting more information from LC-MS using the stochastic systems approach.

Jan Urban, Jan Vanek, Jirí Soukup, Dalibor Stys

Bioinform., 2009

Discriminative Training of Gender-Dependent Acoustic Models.

Jan Vanek, Josef V. Psutka, Jan Zelinka, Ales Prazák, Josef Psutka

Proceedings of the Text, Speech and Dialogue, 12th International Conference, 2009

Training of Speaker-clustered Acoustic Models for use in Real-time Recognizers.

Jan Vanek, Josef V. Psutka, Ales Prazák, Josef Psutka

Proceedings of the SIGMAP 2009, 2009

Crisis Health Care Management System Concept with Ambient Intelligence Applied.

Karel Antos, Bruno Jezek, Jan Vanek

Proceedings of the Ambient Intelligence Perspectives II, 2009

2008

An expert system in speaker verification task.

Zbynek Zajíc, Lukás Machlica, Ales Padrta, Jan Vanek, Vlasta Radová

Proceedings of the 9th Annual Conference of the International Speech Communication Association, 2008

2006

Silence/Speech Detection Method Based on Set of Decision Graphs.

Jan Trmal, Jan Zelinka, Jan Vanek, Ludek Müller

Proceedings of the Text, Speech and Dialogue, 9th International Conference, 2006

A Structure of Expert System for Speaker Verification.

Ales Padrta, Jan Vanek

Proceedings of the Text, Speech and Dialogue, 9th International Conference, 2006

Independent components for acoustic modeling.

Jan Trmal, Jan Vanek, Ludek Müller, Jan Zelinka

Proceedings of the Ninth International Conference on Spoken Language Processing, 2006

2005

Introduction of Improved UWB Speaker Verification System.

Ales Padrta, Jan Vanek

Proceedings of the Text, Speech and Dialogue, 8th International Conference, 2005

2004

Real-Time Terrain Visualization on PC.

Jan Vanek, Bruno Jezek

Proceedings of the 12-th International Conference in Central Europe on Computer Graphics, 2004