Institution
Brno University of Technology
Education•Brno, Czechia•
About: Brno University of Technology is a education organization based out in Brno, Czechia. It is known for research contribution in the topics: Fracture mechanics & Filter (video). The organization has 6339 authors who have published 15226 publications receiving 194088 citations. The organization is also known as: Vysoké učení technické v Brně & BUT.
Papers published on a yearly basis
Papers
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TL;DR: Experimental results showed that an analysis of kinematic and pressure features during handwriting can help assess subtle characteristics of handwriting and discriminate between PD patients and healthy controls.
201 citations
TL;DR: An extensive and diverse classification of wearables, based on various factors, a discussion on wireless communication technologies, architectures, data processing aspects, and market status, as well as a variety of other actual information on wearable technology are provided.
197 citations
TL;DR: Using ANN for automatic sleep scoring is especially promising because of new ANN learning algorithms allowing faster classification without decreasing the performance.
197 citations
22 May 2011
TL;DR: The use of universal background models (UBM) with full-covariance matrices is suggested and thoroughly experimentally tested and dimensionality reduction of i-vectors before entering the PLDA-HT modeling is investigated.
Abstract: In this paper, we describe recent progress in i-vector based speaker verification. The use of universal background models (UBM) with full-covariance matrices is suggested and thoroughly experimentally tested. The i-vectors are scored using a simple cosine distance and advanced techniques such as Probabilistic Linear Discriminant Analysis (PLDA) and heavy-tailed variant of PLDA (PLDA-HT). Finally, we investigate into dimensionality reduction of i-vectors before entering the PLDA-HT modeling. The results are very competitive: on NIST 2010 SRE task, the results of a single full-covariance LDA-PLDA-HT system approach those of complex fused system.
194 citations
TL;DR: The paper presents a technique for efficient Monte Carlo type simulation of samples of random vectors with prescribed marginals and a correlation structure, and it is shown that if the technique is applied for small-sample simulation with a variance reduction technique called Latin Hypercube Sampling, the outcome is a set of samples that match user-defined Marginals and covariances.
193 citations
Authors
Showing all 6383 results
| Name | H-index | Papers | Citations |
|---|---|---|---|
| Georg Kresse | 111 | 430 | 244729 |
| Patrik Schmuki | 109 | 763 | 52669 |
| Michael Schmid | 88 | 715 | 30874 |
| Robert M. Malina | 88 | 691 | 38277 |
| Jiří Jaromír Klemeš | 64 | 565 | 14892 |
| Alessandro Piccolo | 62 | 284 | 14332 |
| René Kizek | 61 | 672 | 16554 |
| George Danezis | 59 | 209 | 11516 |
| Stevo Stević | 58 | 374 | 9832 |
| Edvin Lundgren | 57 | 286 | 10158 |
| Franz Halberg | 55 | 750 | 15400 |
| Vojtech Adam | 55 | 611 | 14442 |
| Lukas Burget | 53 | 252 | 21375 |
| Jan Cermak | 53 | 238 | 9563 |
| Hynek Hermansky | 51 | 317 | 14372 |