Lukáš Burget

Lukáš Burget's AcademicInfluence.com Rankings

Lukáš Burget

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Electrical Engineering

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Lukáš Burget

Computer Science

#9852

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#10335

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Computational Linguistics

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Machine Learning

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#4471

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computer-science Degrees

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Engineering
Computer Science

Lukáš Burget's Degrees

PhD Electrical Engineering Brno University of Technology
Masters Electrical Engineering Brno University of Technology

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Lukáš Burget's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

The Kaldi Speech Recognition Toolkit (2011) (5722)
Recurrent neural network based language model (2010) (5359)
Extensions of recurrent neural network language model (2011) (1517)
Sequence-discriminative training of deep neural networks (2013) (680)
Strategies for training large scale neural network language models (2011) (520)
RNNLM - Recurrent Neural Network Language Modeling Toolkit (2011) (337)
Empirical Evaluation and Combination of Advanced Language Modeling Techniques (2011) (329)
The subspace Gaussian mixture model - A structured model for speech recognition (2011) (326)
Fusion of Heterogeneous Speaker Recognition Systems in the STBU Submission for the NIST Speaker Recognition Evaluation 2006 (2007) (280)
Language Recognition in iVectors Space (2011) (251)
Full-covariance UBM and heavy-tailed PLDA in i-vector speaker verification (2011) (206)
Subspace Gaussian Mixture Models for speech recognition (2010) (192)
Discriminatively trained Probabilistic Linear Discriminant Analysis for speaker verification (2011) (188)
Comparison of keyword spotting approaches for informal continuous speech (2005) (188)
Multilingual acoustic modeling for speech recognition based on subspace Gaussian Mixture Models (2010) (186)
The AMI System for the Transcription of Speech in Meetings (2005) (184)
Analysis of Feature Extraction and Channel Compensation in a GMM Speaker Recognition System (2007) (173)
Recurrent Neural Network Based Language Modeling in Meeting Recognition (2011) (165)
Comparison of scoring methods used in speaker recognition with Joint Factor Analysis (2009) (158)
Simplification and optimization of i-vector extraction (2011) (145)
Qualcomm-ICSI-OGI features for ASR (2002) (136)
Semi-supervised training of Deep Neural Networks (2013) (130)
Transcribing Meetings With the AMIDA Systems (2012) (123)
Generating exact lattices in the WFST framework (2012) (121)
SpeakerBeam: Speaker Aware Neural Network for Target Speaker Extraction in Speech Mixtures (2019) (121)
Pairwise Discriminative Speaker Verification in the ${\rm I}$-Vector Space (2011) (117)
Analysis of DNN approaches to speaker identification (2016) (109)
Brno University of Technology System for NIST 2005 Language Recognition Evaluation (2006) (101)
Support vector machines and Joint Factor Analysis for speaker verification (2009) (99)
Discriminative Training Techniques for Acoustic Language Identification (2006) (98)
iVector-based discriminative adaptation for automatic speech recognition (2011) (96)
Towards noise-robust speaker recognition using probabilistic linear discriminant analysis (2012) (96)
Neural network based language models for highly inflective languages (2009) (95)
Variational Inference for Acoustic Unit Discovery (2016) (93)
Bayesian HMM clustering of x-vector sequences (VBx) in speaker diarization: theory, implementation and analysis on standard tasks (2020) (91)
Promoting robustness for speaker modeling in the community: the PRISM evaluation set (2011) (89)
Investigation into bottle-neck features for meeting speech recognition (2009) (85)
Analysis of Score Normalization in Multilingual Speaker Recognition (2017) (84)
Phoneme Based Acoustics Keyword Spotting in Informal Continuous Speech (2005) (82)
The 2005 AMI System for the Transcription of Speech in Meetings (2005) (76)
Sub-word modeling of out of vocabulary words in spoken term detection (2008) (73)
Long-term effects of ghrelin and ghrelin receptor agonists on energy balance in rats. (2008) (73)
A noise robust i-vector extractor using vector taylor series for speaker recognition (2013) (73)
Combination of strongly and weakly constrained recognizers for reliable detection of OOVS (2008) (72)
Gastric bypass surgery for treatment of hypothalamic obesity after craniopharyngioma therapy (2007) (70)
Application of speaker- and language identification state-of-the-art techniques for emotion recognition (2011) (67)
The AMI Meeting Transcription System: Progress and Performance (2006) (64)
Brno University of Technology system for Interspeech 2009 emotion challenge (2009) (64)
Effect of central administration of QRFP(26) peptide on energy balance and characterization of a second QRFP receptor in rat (2006) (63)
iVector-based prosodic system for language identification (2012) (62)
Sequence summarizing neural network for speaker adaptation (2016) (60)
HMM-Based Phrase-Independent i-Vector Extractor for Text-Dependent Speaker Verification (2017) (60)
Self-supervised Sequence-to-sequence ASR using Unpaired Speech and Text (2019) (59)
Speaker Diarization based on Bayesian HMM with Eigenvoice Priors (2018) (58)
Convolutional Neural Networks and x-vector Embedding for DCASE2018 Acoustic Scene Classification Challenge (2018) (56)
Domain adaptation via within-class covariance correction in I-vector based speaker recognition systems (2014) (55)
Fast discriminative speaker verification in the i-vector space (2011) (55)
Analysis and Optimization of Bottleneck Features for Speaker Recognition (2016) (54)
Bayesian HMM Based x-Vector Clustering for Speaker Diarization (2019) (54)
Audio enhancing with DNN autoencoder for speaker recognition (2016) (53)
iVector Approach to Phonotactic Language Recognition (2011) (51)
How to Improve Your Speaker Embeddings Extractor in Generic Toolkits (2018) (50)
End-to-End DNN Based Speaker Recognition Inspired by I-Vector and PLDA (2017) (50)
BUT System for DIHARD Speech Diarization Challenge 2018 (2018) (50)
Discriminative acoustic language recognition via channel-compensated GMM statistics (2009) (49)
Parallel training of neural networks for speech recognition (2010) (47)
The AMIDA 2009 meeting transcription system (2010) (46)
Detecting Spoofing Attacks Using VGG and SincNet: BUT-Omilia Submission to ASVspoof 2019 Challenge (2019) (45)
Combination of speech features using smoothed heteroscedastic linear discriminant analysis (2004) (44)
But System for the Second Dihard Speech Diarization Challenge (2020) (43)
Non-Negative Factor Analysis of Gaussian Mixture Model Weight Adaptation for Language and Dialect Recognition (2014) (42)
Brno university of technology system for interspeech 2010 paralinguistic challenge (2010) (42)
Speaker Verification Using End-to-end Adversarial Language Adaptation (2018) (41)
Robust speech recognition in unknown reverberant and noisy conditions (2015) (41)
Confidence estimation, OOV detection and language ID using phone-to-word transduction and phone-level alignments (2008) (40)
The 2007 AMI(DA) System for Meeting Transcription (2007) (39)
On the Usage of Phonetic Information for Text-Independent Speaker Embedding Extraction (2019) (39)
Short-duration Speaker Verification (SdSV) Challenge 2020: the Challenge Evaluation Plan (2019) (39)
Robust ASR front-end using spectral-based and discriminant features: experiments on the Aurora tasks (2001) (39)
Ghrelin, peptide YY and their hypothalamic targets differentially regulate spontaneous physical activity (2011) (36)
Data selection and calibration issues in automatic language recognition - investigation with BUT-AGNITIO NIST LRE 2009 system (2010) (35)
i-Vector/HMM Based Text-Dependent Speaker Verification System for RedDots Challenge (2016) (35)
Self-supervised speaker embeddings (2019) (34)
Prosodic speaker verification using subspace multinomial models with intersession compensation (2010) (33)
Calibration and fusion of query-by-example systems — But SWS 2013 (2014) (33)
Increased acylated plasma ghrelin, but improved lipid profiles 24-h after consumption of carob pulp preparation rich in dietary fibre and polyphenols (2007) (31)
Text-dependent speaker verification based on i-vectors, Neural Networks and Hidden Markov Models (2017) (31)
Analysis of DNN Speech Signal Enhancement for Robust Speaker Recognition (2018) (30)
Deep Neural Networks and Hidden Markov Models in i-vector-based Text-Dependent Speaker Verification (2016) (30)
Approaches to automatic lexicon learning with limited training examples (2010) (29)
Fast variational Bayes for heavy-tailed PLDA applied to i-vectors and x-vectors (2018) (29)
Analysis of Speaker Diarization Based on Bayesian HMM With Eigenvoice Priors (2020) (29)
A Multi Purpose and Large Scale Speech Corpus in Persian and English for Speaker and Speech Recognition: The Deepmine Database (2019) (28)
A novel estimation of feature-space MLLR for full-covariance models (2010) (28)
Low‐carbohydrate High‐fat Diets: Regulation of Energy Balance and Body Weight Regain in Rats (2009) (28)
A unified approach for audio characterization and its application to speaker recognition (2012) (27)
Low-carbohydrate high-fat diets in combination with daily exercise in rats: Effects on body weight regulation, body composition and exercise capacity (2012) (27)
BUT System for Low Resource Indian Language ASR (2018) (27)
Discriminative training and channel compensation for acoustic language recognition (2008) (27)
Unscented transform for ivector-based noisy speaker recognition (2014) (26)
Advances in phonotactic language recognition (2008) (26)
PCA-based Feature Extraction for Phonotactic Language Recognition (2010) (25)
Indexing and Search Methods for Spoken Documents (2006) (25)
Employment of Subspace Gaussian Mixture Models in speaker recognition (2015) (25)
Investigations into prosodic syllable contour features for speaker recognition (2010) (24)
Posterior-based out of vocabulary word detection in telephone speech (2009) (24)
iVector Fusion of Prosodic and Cepstral Features for Speaker Verification (2011) (24)
Copingwith channel mismatch in Query-by-Example - But QUESST 2014 (2015) (24)
Search in Speech for Public Security and Defense (2007) (24)
STBU System for the NIST 2006 Speaker Recognition Evaluation (2007) (24)
BAT System Description for NIST LRE 2015 (2016) (23)
Three ways to adapt a CTS recognizer to unseen reverberated speech in BUT system for the ASpIRE challenge (2015) (23)
Spoken Term Detection System Based on Combination of LVCSR and Phonetic Search (2007) (23)
Rich system combination for keyword spotting in noisy and acoustically heterogeneous audio streams (2013) (23)
Robust Speaker Recognition Over Varying Channels Report from JHU workshop 2008 (2009) (23)
BUT/Phonexia Bottleneck Feature Extractor (2018) (22)
BUT QUESST 2014 system description (2014) (22)
Analysis of BUT Submission in Far-Field Scenarios of VOiCES 2019 Challenge (2019) (22)
BUT system for NIST 2008 speaker recognition evaluation (2009) (21)
BUT language recognition system for NIST 2007 evaluations (2008) (21)
Use of Anti-Models to Further Improve State-of-the-Art PRLM Language Recognition System (2006) (21)
Analysis of the but Diarization System for Voxconverse Challenge (2020) (21)
Distributed Speech Recognition (2002) (21)
Discriminative classifiers for phonotactic language recognition with iVectors (2012) (20)
Data Driven Design of Filter Bank for Speech Recognition (2001) (20)
Discriminatively trained phoneme confusion model for keyword spotting (2012) (20)
Semi-Supervised DNN Training with Word Selection for ASR (2017) (19)
Bayesian Subspace Hidden Markov Model for Acoustic Unit Discovery (2019) (19)
Discriminatively Trained i-vector Extractor for Speaker Verification (2011) (19)
End-to-end DNN based text-independent speaker recognition for long and short utterances (2020) (18)
Investigation of Specaugment for Deep Speaker Embedding Learning (2020) (17)
Morphological random forests for language modeling of inflectional languages (2008) (17)
2016 BUT Babel System: Multilingual BLSTM Acoustic Model with i-Vector Based Adaptation (2017) (16)
Analysis of Speaker Recognition Systems in Realistic Scenarios of the SITW 2016 Challenge (2016) (16)
Regularized subspace n-gram model for phonotactic ivector extraction (2013) (16)
Bayesian Models for Unit Discovery on a Very Low Resource Language (2018) (16)
Investigation into variants of joint factor analysis for speaker recognition (2009) (16)
Gaussian meta-embeddings for efficient scoring of a heavy-tailed PLDA model (2018) (16)
Copeptin levels and commonly used laboratory parameters in hospitalised patients with severe hypernatraemia - the “Co-MED study” (2018) (15)
Analysis of Multilingual Blstm Acoustic Model on Low and High Resource Languages (2018) (15)
Residual memory networks: Feed-forward approach to learn long-term temporal dependencies (2017) (15)
Optimizing Bayesian Hmm Based X-Vector Clustering for the Second Dihard Speech Diarization Challenge (2020) (14)
An empirical evaluation of zero resource acoustic unit discovery (2017) (14)
Recent progress in prosodic speaker verification (2011) (14)
SdSV Challenge 2020: Large-Scale Evaluation of Short-Duration Speaker Verification (2020) (14)
Jointly Trained Transformers Models for Spoken Language Translation (2020) (14)
Similarity scoring for recognizing repeated out-of-vocabulary words (2010) (14)
Out-of-Vocabulary Word Recovery using FST-Based Subword Unit Clustering in a Hybrid ASR System (2018) (13)
Recovery of Rare Words in Lecture Speech (2010) (13)
Eat: Enhanced ASR-TTS for Self-Supervised Speech Recognition (2021) (13)
Acquisition of Telephone Data from Radio Broadcasts with Applications to Language Recognition (2008) (13)
Promising Accurate Prefix Boosting for Sequence-to-sequence ASR (2018) (12)
Analysis of BUT-PT Submission for NIST LRE 2017 (2018) (12)
Sequence Summarizing Neural Networks for Spoken Language Recognition (2016) (12)
Contour modeling of prosodic and acoustic features for speaker recognition (2008) (12)
Bayesian phonotactic Language Model for Acoustic Unit Discovery (2017) (11)
But ASR system for BABEL Surprise evaluation 2014 (2014) (11)
The AMI Meeting Transcription System (2007) (11)
Towards machines that know when they do not know: Summary of work done at 2014 Frederick Jelinek Memorial Workshop (2015) (11)
BUT SWS 2013 - Massive Parallel Approach (2013) (10)
PLLR features in language recognition system for RATS (2014) (10)
Learning Document Embeddings Along With Their Uncertainties (2019) (10)
Analysis of the DNN-based SRE systems in multi-language conditions (2016) (10)
Application of CMLLR in narrow band wide band adapted systems (2007) (10)
Topic identification of spoken documents using unsupervised acoustic unit discovery (2017) (10)
Team ELISA System for DARPA LORELEI Speech Evaluation 2016 (2017) (9)
13 years of speaker recognition research at BUT, with longitudinal analysis of NIST SRE (2020) (9)
ELISA System Description for LoReHLT 2017 (2017) (9)
A Hierarchical Subspace Model for Language-Attuned Acoustic Unit Discovery (2020) (9)
Robust Heteroscedastic Linear Discriminant Analysis and LCRC Posterior Features in Meeting Data Recognition (2006) (8)
Exploiting Hidden-Layer Responses of Deep Neural Networks for Language Recognition (2016) (8)
Region dependent linear transforms in multilingual speech recognition (2012) (8)
Tuning phone decoders for language identification (2010) (8)
Measurement of Complementarity of Recognition Systems (2004) (8)
Learning Document Representations Using Subspace Multinomial Model (2016) (8)
Analysis of ABC Submission to NIST SRE 2019 CMN and VAST Challenge (2020) (8)
Bayesian joint-sequence models for grapheme-to-phoneme conversion (2017) (7)
Data Selection by Sequence Summarizing Neural Network in Mismatch Condition Training (2016) (7)
Spoken Pass-Phrase Verification in the i-vector Space (2018) (7)
DNN derived filters for processing of modulation spectrum of speech (2015) (7)
A rare cause of primary adrenal insufficiency due to a homozygous Arg188Cys mutation in the STAR gene (2018) (7)
Out-of-Vocabulary Word Detection and Beyond (2012) (7)
BUT Text-Dependent Speaker Verification System for SdSV Challenge 2020 (2020) (6)
i-Vectors in Language Modeling: An Efficient Way of Domain Adaptation for Feed-Forward Models (2018) (6)
Non-parametric speaker turn segmentation of meeting data (2005) (6)
Migrating i-vectors between speaker recognition systems using regression neural networks (2015) (6)
Improving language models for ASR using translated in-domain data (2012) (6)
Noise estimation for efficient speech enhancement and robust speech recognition (2002) (6)
Speaker embeddings by modeling channel-wise correlations (2021) (6)
Information Retrieval from Spoken Documents (2006) (5)
Discriminatively Re-trained I-vector Extractor for Speaker Recognition (2018) (5)
ICSpk: Interpretable Complex Speaker Embedding Extractor from Raw Waveform (2021) (5)
Search in speech, language identification and speaker recognition in Speech@FIT (2007) (5)
Maximum Likelihood and Maximum Mutual Information Training in Gender and Age Recognition System (2007) (5)
Training Data Augmentation and Data Selection (2017) (4)
Speaker Verification with Application-Aware Beamforming (2019) (4)
Acoustic Scene Classification Using Fusion of Attentive Convolutional Neural Networks for DCASE2019 Challenge (2019) (4)
DPCCN: Densely-Connected Pyramid Complex Convolutional Network for Robust Speech Separation and Extraction (2021) (4)
GMM Weights Adaptation Based on Subspace Approaches for Speaker Verification (2014) (4)
Effective Phase Encoding for End-To-End Speaker Verification (2021) (4)
PHONEME RECOGNITION OF MEETINGS USING AUDIO-VISUAL DATA (2004) (3)
Multi-Channel Speaker Verification with Conv-Tasnet Based Beamformer (2022) (3)
Extracting Speaker and Emotion Information from Self-Supervised Speech Models via Channel-Wise Correlations (2022) (3)
BUT OpenSAT 2017 Speech Recognition System (2018) (3)
Multilingual region-dependent transforms (2016) (3)
Analyzing Speaker Verification Embedding Extractors and Back-Ends Under Language and Channel Mismatch (2022) (3)
Residual Memory Networks in Language Modeling: Improving the Reputation of Feed-Forward Networks (2017) (3)
Multisv: Dataset for Far-Field Multi-Channel Speaker Verification (2021) (3)
Bilinear Factor Analysis for iVector Based Speaker Verification (2012) (3)
A region-specific feature-space transformation for speaker adaptation and singularity analysis of jacobian matrix (2013) (3)
Longterm effects of carob pulp preparations in insoluble fiber on metabolism, body weight and leptin levels in rats (2007) (3)
Speaker adaptation for Wav2vec2 based dysarthric ASR (2022) (2)
Text Augmentation for Language Models in High Error Recognition Scenario (2020) (2)
BUT VOiCES 2019 System Description (2019) (2)
Recovery from Model Inconsistency in Multilingual Speech Recognition Report from JHU workshop 2007 (2)
An Attention-Based Backend Allowing Efficient Fine-Tuning of Transformer Models for Speaker Verification (2022) (2)
Low Development Cost , High Quality Speech Recognition for New Languages and Domains ” : Report from 2009 Johns Hopkins / CLSP Summer Workshop (2009) (2)
Proceedings of the Rich Transcription 2005 Spring Meeting Recognition Evaluation (2005) (2)
Using Smoothed Heteroscedastic Linear Discriminant Analysis in Large Vocabulary Continuous Speech Recognition System ? (2)
Efficient Noise Estimation and Its Application for Robust Speech Recognition (2002) (2)
Integration of Variational Autoencoder and Spatial Clustering for Adaptive Multi-Channel Neural Speech Separation (2020) (2)
Alternative Approaches to Neural Network Based Speaker Verification (2017) (2)
Robust heteroscedastic linear discriminant analysis and LCRC posterior features in large vocabulary continuous speech recognition (2)
Building Speech Recognition System from Untranscribed Data Report from JHU workshop 2016 (2016) (2)
Spontaneous splenic rupture following plasmapheresis in a patient with refractory amiodarone-induced thyrotoxicosis (2012) (1)
Czech Speech Recognizer for Multiple Environments ∗ (1)
GPU-Accelerated Forward-Backward Algorithm with Application to Lattice-Free MMI (2021) (1)
Non-Parametric Bayesian Subspace Models for Acoustic Unit Discovery (2021) (1)
Learnable Sparse Filterbank for Speaker Verification (2022) (1)
Multistream network feature processing for a distributed speech recognition system (2007) (1)
Speech-based emotion recognition with self-supervised models using attentive channel-wise correlations and label smoothing (2022) (1)
on Bayesian HMM with Eigenvoice Priors (2018) (1)
VISUAL FEATURES FOR MULTIMODAL SPEECH RECOGNITION (1)
Out-of-Vocabulary Words Detection with Attention and CTC Alignments in an End-to-End ASR System (2021) (1)
DNN-based SRE Systems in Multi-Language Conditions — Technical Report (2016) (1)
Voice Biometry Standard-Draft (2015) (1)
BUT System for CHiME-6 Challenge (2020) (1)
Circulating Concentrations of Human Peptide YY: Influence of Acute and Chronic Energy Balance Changes (2005) (1)
Multiwavelength classification of X-ray selected galaxy cluster candidates using convolutional neural networks (2020) (1)
Factorization of Discriminatively Trained i-vector Extractor for Speaker Recognition (2019) (1)
Syllable based Feature-Contours for Speaker Recognition (2008) (1)
THE IWSLT 2021 BUT SPEECH TRANSLATION SYSTEMS (2021) (1)
Short-term effects of a ketogenic diet on bodyweight development and metabolic hormones in young and older rodents (2007) (0)
Molecular physiology and genetics of the control of body weight : a summary of the 2005 Keystone Obesity Meeting (2005) (0)
[CME: Hypocalcemia and Hypoparathyroidism]. (2021) (0)
Recognition of Speech with Non-random Attributes (2003) (0)
APPLICATION OF LANGUAGE IDENTIFICATION METHODOLOGY FOR THE TASK OF MENTAL PATHOLOGY DISCRIMINATION (2012) (0)
Stabilized training of joint energy-based models and their practical applications (2023) (0)
Multi-Speaker and Wide-Band Simulated Conversations as Training Data for End-to-End Neural Diarization (2022) (0)
A Technical Report: BUT Speech Translation Systems (2020) (0)
Revisiting joint decoding based multi-talker speech recognition with DNN acoustic model (2021) (0)
Short term effects of a ketogenic diet on body weight, energy expenditure and exercise capacity in rodents (2007) (0)
Improving the Capacity of Language Recognition Systems to Handle Rare Languages Using Radio Broadcast Data (2011) (0)
Toroidal Probabilistic Spherical Discriminant Analysis (2022) (0)
SUMMARIZING NEURAL NETWORK FOR SPEAKER ADAPTATION (2016) (0)
[CME/Answers: Hypocalcemia and Hypoparathyroidism]. (2021) (0)
Development of ABC Systems for the 2021 Edition of NIST Speaker Recognition Evaluation (2022) (0)
Brain specific growth hormone receptor blockade modulates feeding in rats (2005) (0)
A S ] 2 0 A ug 2 01 9 Semi-supervised Sequence-to-sequence ASR using Unpaired Speech and Text (2019) (0)
NEUREM3 Interim Research Report (2022) (0)
VIAWITHIN-CLASS COVARIANCE CORRECTION IN I-VECTOR BASED SPEAKER RECOGNITION SYSTEMS (2014) (0)
Discrimininative training of narrow band - wide band adapted systems for meeting recognition (2008) (0)
Summarizing Neural Networks for Spoken Language Recognition (2016) (0)
Spelling-Aware Word-Based End-to-End ASR (2022) (0)
EAT: Enhanced ASR-TTS Framework for Self-supervised ASR (2020) (0)
Similia similibus curentur: a novel treatment approach in endocrinology? (2015) (0)

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What Schools Are Affiliated With Lukáš Burget?

Lukáš Burget is affiliated with the following schools:

Brno University of Technology

Lukáš Burget's Academic­Influence.com Rankings

Lukáš Burget's Degrees

Why Is Lukáš Burget Influential?

Lukáš Burget's Published Works

Published Works

What Schools Are Affiliated With Lukáš Burget?

Lukáš Burget's AcademicInfluence.com Rankings