Jan Vanek

Orcid: 0000-0002-2639-6731

According to our database1, Jan Vanek authored at least 45 papers between 2004 and 2021.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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On csauthors.net:

Bibliography

2021
Recognition of Heavily Accented and Emotional Speech of English and Czech Holocaust Survivors Using Various DNN Architectures.
Proceedings of the Speech and Computer - 23rd International Conference, 2021

Various DNN-HMM Architectures Used in Acoustic Modeling with Single-Speaker and Single-Channel.
Proceedings of the Statistical Language and Speech Processing, 2021

2020
Complexity of the TDNN Acoustic Model with Respect to the HMM Topology.
Proceedings of the Text, Speech, and Dialogue, 2020

2019
Tuning of Acoustic Modeling and Adaptation Technique for a Real Speech Recognition Task.
Proceedings of the Statistical Language and Speech Processing, 2019

UWB-NTIS Speaker Diarization System for the DIHARD II 2019 Challenge.
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.
Proceedings of the Text, Speech, and Dialogue - 21st International Conference, 2018

Recurrent DNNs and Its Ensembles on the TIMIT Phone Recognition Task.
Proceedings of the Speech and Computer - 20th International Conference, 2018

A Comparison of Adaptation Techniques and Recurrent Neural Network Architectures.
Proceedings of the Statistical Language and Speech Processing, 2018

Trivial Algorithm for Interactive Water Simulation.
Proceedings of the Augmented Reality, Virtual Reality, and Computer Graphics, 2018

Non-photorealistic Rendering and Sketching Supported by GPU.
Proceedings of the Augmented Reality, Virtual Reality, and Computer Graphics, 2018

2017
A GPU-Architecture Optimized Hierarchical Decomposition Algorithm for Support Vector Machine Training.
IEEE Trans. Parallel Distributed Syst., 2017

A Comparison of Support Vector Machines Training GPU-Accelerated Open Source Implementations.
CoRR, 2017

A Regularization Post Layer: An Additional Way How to Make Deep Neural Networks Robust.
Proceedings of the Statistical Language and Speech Processing, 2017

Bioimaging - Autothresholding and Segmentation via Neural Networks.
Proceedings of the Bioinformatics and Biomedical Engineering, 2017

2016
Avoiding the Curse of Dimensionality in Local Binary Patterns.
Proceedings of the Computational Collective Intelligence - 8th International Conference, 2016

2015
Simultaneously Trained NN-Based Acoustic Model and NN-Based Feature Extractor.
Proceedings of the Text, Speech, and Dialogue - 18th International Conference, 2015

Neural-Network-Based Spectrum Processing for Speech Recognition and Speaker Verification.
Proceedings of the Statistical Language and Speech Processing, 2015

2014
Anti-Models: - An Alternative Way to Discriminative Training.
Proceedings of the Text, Speech and Dialogue - 17th International Conference, 2014

Audio-Video Speaker Diarization for Unsupervised Speaker and Face Model Creation.
Proceedings of the Text, Speech and Dialogue - 17th International Conference, 2014

Convolutional Neural Network for Refinement of Speaker Adaptation Transformation.
Proceedings of the Speech and Computer - 16th International Conference, 2014

2013
A Direct Criterion Minimization Based fMLLR via Gradient Descend.
Proceedings of the Text, Speech, and Dialogue - 16th International Conference, 2013

Covariance Matrix Enhancement Approach to Train Robust Gaussian Mixture Models of Speech Data.
Proceedings of the Speech and Computer - 15th International Conference, 2013

Estimation of Single-Gaussian and Gaussian Mixture Models for Pattern Recognition.
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.
IEEE Trans. Speech Audio Process., 2012

Full covariance Gaussian mixture models evaluation on GPU.
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.
Proceedings of the Image Analysis and Recognition - 9th International Conference, 2012

2011
The State Trajectory of Cell Using Rényi Entropy Coefficients.
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.
EURASIP J. Audio Speech Music. Process., 2011

Speaker-Clustered Acoustic Models Evaluated on GPU for On-line Subtitling of Parliament Meetings.
Proceedings of the Text, Speech and Dialogue - 14th International Conference, 2011

Fast Estimation of Gaussian Mixture Model Parameters on GPU Using CUDA.
Proceedings of the 12th International Conference on Parallel and Distributed Computing, 2011

Estimation of Response Time for Ground Ambulance Transport.
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.
Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011

Right Mouse Button Surrogate on Touch Screens.
Proceedings of the ICEIS 2011, 2011

2010
Gender-Dependent Acoustic Models Fusion Developed for Automatic Subtitling of Parliament Meetings Broadcasted by the Czech TV.
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.
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.
Bioinform., 2009

Discriminative Training of Gender-Dependent Acoustic Models.
Proceedings of the Text, Speech and Dialogue, 12th International Conference, 2009

Training of Speaker-clustered Acoustic Models for use in Real-time Recognizers.
Proceedings of the SIGMAP 2009, 2009

Crisis Health Care Management System Concept with Ambient Intelligence Applied.
Proceedings of the Ambient Intelligence Perspectives II, 2009

2008
An expert system in speaker verification task.
Proceedings of the 9th Annual Conference of the International Speech Communication Association, 2008

2006
Silence/Speech Detection Method Based on Set of Decision Graphs.
Proceedings of the Text, Speech and Dialogue, 9th International Conference, 2006

A Structure of Expert System for Speaker Verification.
Proceedings of the Text, Speech and Dialogue, 9th International Conference, 2006

Independent components for acoustic modeling.
Proceedings of the Ninth International Conference on Spoken Language Processing, 2006

2005
Introduction of Improved UWB Speaker Verification System.
Proceedings of the Text, Speech and Dialogue, 8th International Conference, 2005

2004
Real-Time Terrain Visualization on PC.
Proceedings of the 12-th International Conference in Central Europe on Computer Graphics, 2004


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