Search Results - "Michalek, Josef"

Ensemble of Deep Neural Network Models for MOS Prediction by Kunesova, Marie, Matousek, Jindrich, Lehecka, Jan, Svec, Jan, Michalek, Josef, Tihelka, Daniel, Bulin, Martin, Hanzlicek, Zdenek, Rezackova, Marketa

“…Automatic evaluation of the quality of synthetic speech has the potential to serve as a cheaper and less time-consuming alternative to standard listening…”
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Physical activity as a determinant of diseases, back and joint pains in adult Czech population by Michalek, Josef, Sebera, Martin, Sedlacek, Jaromir

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Determination of socio-culturel characteristics on somatic parameter body mass index in Czech adult population by Sedlacek, Jaromir, Sebera, Martin, Michalek, Josef, Cacek, Jan

“…In this contribution are presented results of testing 569 Czech adult people (273 males and 296 females) older than 18 years. There are discussed results in…”
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THE PREVALENCE OF OBESITY IN THE CZECH POPULATION ACCORDING TO DIFFERENT NORMATIVE CRITERIA by Eduard, Hrazdíra, Josef, Michálek, Jan, Cacek, Tomás, Kalina, Pavel, Grasgruber, Dita, Hlavonová, Zuzana, Hlavonová

“…Accurate assessment of obesity depends on the accurate measurement of body fat. However, in praxis, we often use simple anthropometric indices. The main…”
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A GPU-Architecture Optimized Hierarchical Decomposition Algorithm for Support Vector Machine Training by Vanek, Jan, Michalek, Josef, Psutka, Josef

“…In the last decade, several GPU implementations of Support Vector Machine (SVM) training with nonlinear kernels were published. Some of them even with source…”
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Selected somatic parameters by socio-cultural characteristics of Czech adult population by Sedlacek, Jaromir, Sebera, Martin, Michalek, Josef

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DETERMINATION OF SPORT ACTIVITY BY SELECTED SOCIO–CULTURAL PARAMETERS OF PRESENT CZECH ADULT POPULATION by Sedlacek Jaromir, Sebera Martin, Michalek Josef, Balint Gheorghe

“…In this article are presented results from questionnaire of 5.878 adult individuals in Czech Republic. There were applied various questions regarding age, sex,…”
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A Survey of Recent DNN Architectures on the TIMIT Phone Recognition Task by Michalek, Josef, Vanek, Jan

“…In this survey paper, we have evaluated several recent deep neural network (DNN) architectures on a TIMIT phone recognition task. We chose the TIMIT corpus due…”
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SEX DIFFERENCES OF SOMATIC PARAMETERS IN CZECH SENIOR POPULATION by Jaromir, Sedlacek, Jan, Cacek, Josef, Michalek, Martin, Sebera

“…At present the movement activities play more and more important role in the life of human being of any age. In this article are presented results of testing…”
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An open-source GPU-accelerated feature extraction tool by Michalek, Josef, Vanek, Jan

“…An extraction of feature-vectors from speech audio signal is a computationally intensive task. However, MFCC and PLP features remain the most popular for more…”
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Recurrent DNNs and its Ensembles on the TIMIT Phone Recognition Task by Vanek, Jan, Michalek, Josef, Psutka, Josef

“…In this paper, we have investigated recurrent deep neural networks (DNNs) in combination with regularization techniques as dropout, zoneout, and regularization…”
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A Comparison of Support Vector Machines Training GPU-Accelerated Open Source Implementations by Vanek, Jan, Michalek, Josef, Psutka, Josef

“…Last several years, GPUs are used to accelerate computations in many computer science domains. We focused on GPU accelerated Support Vector Machines (SVM)…”
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A Comparison of Adaptation Techniques and Recurrent Neural Network Architectures by Vanek, Jan, Michalek, Josef, Zelinka, Jan, Psutka, Josef

“…Recently, recurrent neural networks have become state-of-the-art in acoustic modeling for automatic speech recognition. The long short-term memory (LSTM) units…”
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