Contact
name: Luděk Müller
phone:
+420 37763 2523 , 2508 , 2105
office:
UN531
e-mail: muller@kky.zcu.cz
Prof. Ing. Müller Luděk, Ph.D.
Activities
- Coordinator - Artificial Intelligence Section
- Coordinator - Center of Computational Linguistics
PhD students
Courses
Course Guarantor
- An Introduction into Computer Security and Information Protection (KKY/UBOI)
- Biocybernetics (KKY/BKSZ)
- Diagnostics and Decision Processes (KKY/DR)
- Expert Systems (KKY/ZSY)
- Internet Technologies (KKY/ITE)
- Signal Processing for Classification (KKY/ZSK)
Course Lecturer
Practical Lesson Lecturer
Supervising student projects
název | type year |
supervisor specialization |
assigned |
---|---|---|---|
Expertní systém pro lékařskou diagnostiku |
DP BP PRJ5 PRJ4 SPC Spolupráce / brigáda |
Müller Luděk
BIO |
volné |
Rozpoznávání zvuku včel. |
DP BP PRJ5 PRJ4 SPC Spolupráce / brigáda |
Müller Luděk
|
volné |
Speech recognition |
DP BP PRJ5 PRJ4 SPC Spolupráce / brigáda |
Müller Luděk
|
volné |
Publications
+ / - Publications in year 2021
Chronic DDE Exposure Modifies Mitochondrial Respiration during Differentiation of Human Adipose-Derived Mesenchymal Stem Cells into Mature Adipocytes .
Biomolecules ,
11,
vol. 8,
p. 1068,
2021.
:
Applying EEND Diarization to Telephone Recordings from a Call Center .
SPECOM,
Lecture Notes in Computer Science,
vol. 12997,
p. 807-817,
Springer, Cham,
Karpov A., Potapova R.,
2021.
:
+ / - Publications in year 2020
Diarization Based on Identification with X-Vectors. .
Speech and Computer, 22nd International Conference, SPECOM 2019, St. Petersburg, Russia, October 7-9,2020, Proceedings.,
p. 667-678,
2020.
:
Automatic Information Extraction from Scanned Documents .
SPECOM: International Conference on Speech and Computer,
Lecture Notes in Computer Science ,
vol. 12335,
p. 87-96,
Springer, Cham,
2020.
:
+ / - Publications in year 2019
Diarization of The Language Consulting Center Telephone Calls .
Speech and Computer (SPECOM 2019),
p. 549-558,
Springer, Cham,
2019.
:
+ / - Publications in year 2018
Trends in gene expression changes during adipogenesis in human adipose derived mesenchymal stem cells under dichlorodiphenyldichloroethylene exposure .
Molecular & Cellular Toxicology,
vol. Vo. 14, No.. 4,,
p. 369-379,
2018.
:
Effect of n-3 fatty acids supplementation during life style modification in women with overweight .
Central European journal of public health,
vol. VO 26, No. 4,
p. 265-271,
2018.
:
Chromium Supplementation Reduces Resting Heart Rate in Patients with Metabolic Syndrome and Impaired Glucose Tolerance .
Biological Trace Element Research,
vol. Vo. 183, No. 2,
p. 192-199,
2018.
:
First Insight into the Processing of the Language Consulting Center Data .
Speech and Computer 20th International Conference (SPECOM 2018),
p. 778-787,
Cham: Springer Nature Switzerland AG,
2018.
:
Recurrent Neural Network Based Speaker Change Detection from Text Transcription Applied in Telephone Speaker Diarization System .
Text, Speech, and Dialogue 21st International Conference, TSD 2018,
p. 342-350,
Cham: Springer Nature Switzerland AG,
2018.
:
Towards Processing of the Oral History Interviews and Related Printed Documents .
Proceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC 2018),
2104,
European Language Resources Association (ELRA),
2018.
:
+ / - Publications in year 2017
Neural Network Speaker Descriptor in Speaker Diarization of Telephone Speech .
Speech and Computer 19th International Conference (SPECOM 2017),
p. 555-563,
Springer,
2017.
:
Speaker Diarization Using Convolutional Neural Network for Statistics Accumulation Refinement .
Interspeech, 18th Annual Conference of the International Speech Communication Association,
p. 3562-3566,
2017.
:
Comparsion of Feature Extraction Methods for Finding Similar Images .
International Conference on Interactive Collaborative Robotics, ICR 2017,
Lecture Notes in Computer Science, LNAI 10459,
p. 29-36,
Springer,
2017.
:
First Insight into the Processing of the Historical Documents from the Period of Totalitarian Regimes .
Data a znalosti 2017,
p. 89-92,
Plzeň: ZČU v Plzni,
2017.
:
+ / - Publications in year 2016
Selecting Keypoint Detector and Descriptor Combination for Augmented Reality Application .
18th International Conference on Speech and Computer, SPECOM 2016,
Lecture Notes in Artificial Intelligence, 9811,
p. 604-612,
2016.
:
Automatic recognition of bird individuals on an open set using as- is recordings .
Bioacoustic-the Journal of Animal Sound and its Recording,
vol. Vol. 25, No. 1,
p. 55-73,
2016.
:
Phthalates exposure indicators determined by urinary phthalate metabolites in healthy non-obese Czech adults .
Food Additives and Contaminants Part A-Chemistry Analysis Control Exposure& Risk Assessment,
vol. Vo. 33, No. 12,
p. 1817-1825,
2016.
:
DDE downregulates PLIN2 expression during differentiation of mesenchymal stem cells into adipocytes in lipid-enriched medium .
Journal of Applied Biomedicine,
vol. Vo. 14, No. 2.,
p. 113-117,
2016.
:
Semiautomatic Data Glove Calibration for Sign Language Corpora Building .
LREC 2016, Proceedings,
2016.
:
+ / - Publications in year 2015
On Continuous Space Word Representations as Input of LSTM Language Model .
Statistical Language and Speech Processing,
2015.
:
DRAMATIC DECREASE IN MUSCULAR FITNESS IN CZECH SCHOOLCHILDREN OVER THE LAST 20 YEAR .
Central European Journal of Public Health,
vol. Vo. 23, S.,
p. 9-13,
2015.
:
Persistent organochlorine pollutants in obese women after diet included weight loss: Five years follow up study .
Central European Journal of Public Health,
vol. Vo. 23 No. 3,
p. 214-217,
2015.
:
Simultaneously Trained NN-based Acoustic Model and NN-based Feature Extractor .
Text, Speech, and Dialogue, 18th International Conference, TSD 2015,
p. 234-242,
2015.
:
Neural-Network-based Spectrum Processing for Speech Recognition and Speaker Verification .
Statistical Language and Speech Processing, Third International Conference, SLSP 2015,
p. 288-299,
Springer,
2015.
:
On Deep and Shallow Neural Networks in Speech Recognition from Speech Spectrum .
Speech and Computer, 17th International Conference, SPECOM 2015,
p. 301-308,
Springer,
2015.
:
+ / - Publications in year 2014
Comparison of Score Normalization Methods Applied to Multi-label Classification .
IEEE International Symposium on Signal Processing and Information Technology,
Institute of Electrical and Electronics Engineers ( IEEE ),
Noida, India,
2014.
:
Convolutional Neural Network for Refinement of Speaker Adaptation Transformation .
16th International Conference on Speech and Computer, SPECOM 2014,
Lecture Notes in Artificial Intelligence,
vol. 8773,
p. 161-168,
2014.
:
+ / - Publications in year 2013
Application of LSTM Neural Networks in Language Modelling .
Lecture Notes in Computer Science,
p. 105-112,
2013.
:
Effect of Chromium-Enriched Yeast on Fasting Plasma Glucose, Glycated Haemoglobin and Serum Lipid Levels in Patients with Type 2 Diabetes Mellitus Treated with Insulin .
. BIOLOGICAL TRACE ELEMENT RESEARCH,
vol. Vo. 155, No. 1,
p. 1-4,
2013.
:
+ / - Publications in year 2012
Neural Network Language Model with Cache .
Lecture Notes in Computer Science,
p. 528-534,
2012.
:
Bottleneck ANN: dealing with small amount of data in shift-MLLR adaptation .
IEEE 11th International Conference on Signal Processing,
p. 507-510,
Beijing,
2012.
:
Initialization of Adaptation by Sufficient Statistics Using Phonetic Tree .
IEEE 11th International Conference on Signal Processing,
p. 503-506,
Beijing,
2012.
:
On Complementarity of State-of-the-art Speaker Recognition Systems .
IEEE International Symposium on Signal Processing and Information Technology,
p. 164-169,
IEEE,
2012.
:
On Context-Dependent Neural Networks and Speaker Adaptation .
IEEE 11th International Conference on Signal Processing,
2012.
:
Robust Adaptation Techniques Dealing with Small Amount of Data .
Text, Speech and Dialogue (TSD 2012),
p. 480-487,
Springer, Berlin,
2012.
:
Unsupervised and semi-supervised adaptation of a hybrid speech recognition system .
IEEE 11th International Conference on Signal Processing,
2012.
:
+ / - Publications in year 2011
Towards Automatic Annotation of Sign Language Dictionary Corpora .
Lecture Notes in Computer Science,
p. 331-339,
2011.
:
Initialization of fMLLR with Sufficient Statistics from Similar Speakers .
Lecture Notes in Computer Science,
vol. 6836/2011,
p. 187-194,
Springer-Verlag Berlin Heidelberg,
2011.
:
FOUR-PHASE RE-SPEAKER TRAINING SYSTEM .
Proceedings of the International Conference on Signal Processing and Multimedia Applications,
p. 217-220,
2011.
:
Sign Speech Synthesis System .
International Workshop on Sign Language Translation and Avatar Technology (SLTAT),
Berlin, Germany,
2011.
:
Statistical-Based Abbreviation Expansion .
Lecture Notes in Computer Science,
vol. 6836,
p. 307-314,
Springer,
2011.
:
+ / - Publications in year 2010
Discriminative adaptation based on fast combination of DMAP and DfMLLR .
Interspeech 2010,
p. 534-537,
ISCA,
2010.
:
On Speaker Adaptive Training of Artificial Neural Networks .
Proceedings of Int. Conf. Interspeech 2010,
2010.
:
A Priori and A Posteriori Machine Learning and Nonlinear Artificial Neural Networks .
Lecture Notes in Artificial Intelligence,
vol. 6231,
p. 472-479,
Springer,
Heidelberg,
2010.
:
Adaptation of a Feedforward Artificial Neural Network Using a Linear Transform .
Text, Speech and Dialogue,
Lecture Notes in Computer Science,
vol. 6231,
p. 423-430,
Springer Berlin / Heidelberg,
2010.
:
Robust Statistic Estimates for Adaptation in the Task of Speech Recognition .
Lecture Notes in Computer Science,
vol. 6231/2010,
p. 464-471,
Springer-Verlag Berlin Heidelberg,
2010.
:
Towards Czech on-line sign language dictionary - technological overview and data collection .
LREC 2010, Seventh international conference on language resources and evaluation; 4th workshop on the representation and processing of sign languages: corpora and sign language technologies,
p. 41-44,
Valletta, Malta,
2010.
:
Low-dimensional Space Transforms of Posteriors in Speech Recognition .
Interspeech 2010,
vol. 2010,
p. 1193-1196,
Curran Associates,
Makuhari, Chiba, Japan,
2010.
:
Posterior Estimates and Transforms for Speech Recognition .
Lecture Notes in Artificial Intelligence,
vol. 2010,
p. 480-487,
Springer,
Heidelberg,
2010.
:
+ / - Publications in year 2009
Advances in Czech - Signed Speech Translation .
Lecture Notes in Computer Science,
vol. 5729,
p. 48-55,
Springer,
2009.
:
Refinement Approach for Adaptation Based on Combination of MAP and fMLLR .
Lecture Notes in Computer Science,
vol. Volume 5729/2009,
p. 274-281,
2009.
:
+ / - Publications in year 2008
Czech Text-to-Sign Speech Synthesizer .
Lecture Notes in Computer Science,
4892,
vol. 1,
p. 180-191,
2008.
:
Extension of HVS semantic parser by allowing left-right branching .
2008 IEEE International Conference on Acoustics, Speech, and Signal Processing,
vol. 2008,
p. 4993-4996,
IEEE,
Las Vegas, Nevada, U.S.A.,
2008.
:
Feature Space Transforms for Czech Sign-Language Recognition .
Proceedings of the 9th Annual Conference of the International Speech Communication Association (Interspeech 2008),
p. 2036-2039,
Causal Production Pty ltd.,
2008.
:
Negative association between plasma levels of adiponectin and polychlorinated biphenyl 153 in obese women under non-energy-restrictive regime .
International Journal of Obesity,
vol. 32,
p. 1875-1878,
Nature Publishing Group,
London,
2008.
:
+ / - Publications in year 2007
Language Model Adaptation Using Different Class-Based Models .
SPECOM 2007 Proceedings,
p. 449-454,
Moscow State Linguistic University,
Moscow,
2007.
:
Feature space reduction and decorrelation in a large number of speech recognition experiments .
Signal and Image Processing,
,
p. 158-161,
ACTA Press,
Anaheim,
2007.
:
LIVE TV SUBTITLING - Fast 2-pass LVCSR System for Online Subtitling .
SIGMAP 2007,
,
p. 139-142,
INSTICC PRESS,
Lisabon,
2007.
:
Audiovizuální rozpoznávání mluvené řeči ve ztížených podmínkách .
INTEROP-SOFT,
Brno,
2007.
:
Czech Text-to-Sign-Speech Synthesizer .
Workshop on Multimodal Interaction and Related Machine Learning Algorithms MLMI’07,
Brno,
2007.
:
Attempts to Search Czech Spontaneous Spoken Interviews - the University of West Bohemia at CLEF 2007 CL-SR track .
DELOS network of excellence on digital libraries,
vol. 1,
p. 1-5,
2007.
:
Automatic Czech - Sign Speech Translation .
Lecture Notes in Artificial Intelligence,
4629,
p. 488-495,
2007.
:
Benefit of Proper Language Processing for Czech Speech Retrieval in the CL-SR Task at CLEF 2006 .
Lecture Notes in Computer Science,
4730,
p. 759-765,
2007.
:
Czech Monolingual Information Retrieval Using Off-The-Shelf Components - the University of West Bohemia at CLEF 2007 Ad-Hoc track .
DELOS network of excellence on digital libraries,
vol. 1,
p. 1-4,
2007.
:
Parameterization of the Input in Training the HVS Semantic Parser .
Lecture Notes in Artificial Intelligence,
4629,
p. 415-422,
2007.
:
+ / - Publications in year 2006
Adaptive language model in automatic online subtitling .
Proceedings of the second IASTED international conference on Computational intelligence,
p. 479-483,
ACTA Press,
Anaheim,
2006.
:
The University of West Bohemia at CLEF 2006, the CL-SR track .
DELOS network of excellence on digital libraries,
vol. 1,
p. 1-6,
University of Twente,
Enschede,
2006.
:
Independent components for acoustic modeling .
Interspeech,
vol. 1,
p. 2486-2489,
ISCA,
Bonn,
2006.
:
Training of coarticulation models using dominance functions and visual unit selection methods for audio-visual speech synthesis .
Interspeech,
vol. 1,
p. 585-588,
ISCA,
Bonn,
2006.
:
Automatic online subtitling of the Czech parliament meetings .
Lecture Notes in Artificial Intelligence,
Lecture notes in artificial intelligence. 0302-9743 ; 4188,
4188,
p. 501-508,
Springer,
Berlin,
2006.
:
Czech-sign speech corpus for semantic based machine translation .
Lecture Notes in Artificial Intelligence,
Lecture notes in artificial intelligence. 0302-9743 ; 4188,
4188,
p. 613-620,
Springer ,
Berlin,
2006.
:
Silence/speech detection method based on set of decision graphs .
Lecture Notes in Artificial Intelligence,
Lecture notes in artificial intelligence. 0302-9743 ; 4188,
4188,
p. 539-546,
Springer,
Berlin,
2006.
:
Comparison of various feature decorrelation techniques in automatic speech recognition .
CITSA 2006,
p. 165-168,
IIIS,
Orlando,
2006.
:
3D symbol based translation and synthesis of Czech sign speech .
Proceedings of the 11th international conference "Speech and computer" SPECOM'2006 ,
p. 530-535,
Anatolya Publisher,
St.Petersburg,
2006.
:
Comparison between GMM and decision graphs based silence/speech detection method .
Proceedings of the 11th international conference "Speech and computer" SPECOM'2006,
p. 376-379,
Anatolya Publishers,
St. Petersburg,
2006.
:
The Food Composition and Dietary Intake of 1-2 Years Old Children from Two Regions of the Czech Republic .
Acta Alimentaria,
35 (1),
p. 33-40,
2006.
:
Polish Malach Speech Corpus .
Katedra kybernetiky, Fakulta aplikovaných věd, Západočeská univerzita v Plzni, Johns Hopkins Univ. v Baltimore, Shoah Visual History Foundation,
2006.
:
Slovak Malach Speech Corpus .
Katedra kybernetiky, Fakulta aplikovaných věd, Západočeská univerzita v Plzni, Johns Hopkins Univ. v Baltimore, Shoah Visual History Foundation,
2006.
:
Mluvíme s počítačem česky .
p. 752,
Academia,
Prague,
2006.
:
+ / - Publications in year 2005
Automatic numbers normalization in inflectional languages .
SPECOM 2005 proceedings,
p. 663-666,
Moscow State Linguistic University,
Moscow ,
2005.
:
LVCSR system for automatic online subtitling .
SPECOM 2005 proceedings,
p. 325-328,
Moscow State Linguistics University,
Moscow,
2005.
:
Using lemmatization technique for automatic diacritics restoration .
SPECOM 2005 proceedings,
p. 255-258,
Moscow State Linguistic University,
Moscow ,
2005.
:
Building robust PLP-based acoustic module for ASR applications .
SPECOM 2005 proceedings,
p. 761-764,
Moscow State Linguistic University,
Moscow ,
2005.
:
Confidence scoring in ASR using a statistical approach .
SPECOM 2005 proceedings,
p. 357-360,
Moscow State Linguistic University,
Moscow ,
2005.
:
Automatic transcription of numerals in inflectional languages .
Text, speech and dialogue,
Lecture notes in artificial intelligence 3658,
p. 326-333,
Springer,
Berlin,
2005.
:
Automatic transcription of numerals in inflectional languages .
Lecture Notes in Artificial Intelligence,
Lecture notes in artificial intelligence 3658,
3658,
p. 326-333,
Springer,
Berlin,
2005.
:
Automatic lemmatizer construction with focus on OOV words lemmatization .
Text, speech and dialogue,
Lecture notes in artificial intelligence, no. 3658,
p. 132-139,
Springer,
Berlin,
2005.
:
Automatic lemmatizer construction with focus on OOV words lemmatization .
Lecture Notes in Artificial Intelligence,
Lecture notes in artificial intelligence, no. 3658,
3658,
p. 132-139,
Springer,
Berlin,
2005.
:
Detection of recognition errors based on classifiers trained on artificially created data .
Eurospeech 2005 Proceedings,
p. 3361-3364,
ISCA,
Lisboa,
2005.
:
Detection of recognition errors based on classifiers trained on artificially created data .
Eurospeech,
vol. 1,
p. 3361-3364,
ISCA,
Lisboa,
2005.
:
Design and recording of Czech speech corpus for audio-visual continuous speech recognition .
Proceedings of the Auditory-Visual Speech Processing International Conference 2005,
p. 1-4,
AVSP2005,
Vancouver Island,
2005.
:
Celouniverzitní telefonní dialogový systém informující o výsledcích přijímacího řízení na ZČU využívající ASR a TTS .
Katedra kybernetiky, Západočeská univerzita v Plzni,
2005.
:
Russian Malach Speech Corpus .
Katedra kybernetiky, Fakulta aplikovaných věd, Západočeská univerzita v Plzni, Johns Hopkins Univ. v Baltimore, Shoah Visual History Foundation,
2005.
:
+ / - Publications in year 2004
Keyword spotting for highly inflectional languages .
ICSPL ,
p. 297-299,
Sunjin Printing Co.,
Jeju,
2004.
:
Keyword spotting for highly inflectional languages .
Journal of the Acoustical Society of Korea,
p. 297-299,
Sunjin Printing Co.,
Jeju,
2004.
:
Automatic general letter-to-sound rules generation for German text-to-speech system .
Text, speech and dialogue,
p. 537-543,
Springer,
Berlin,
2004.
:
Using the lemmatization technique for phonetic transcription in text-to-speech system .
Text, speech and dialogue,
p. 355-361,
Springer,
Berlin,
2004.
:
Automatic general letter-to-sound rules generation for German text-to-speech system .
Lecture Notes in Artificial Intelligence,
3206,
p. 537-543,
Springer,
Berlin,
2004.
:
Using the lemmatization technique for phonetic transcription in text-to-speech system .
Lecture Notes in Artificial Intelligence,
3206,
p. 355-361,
Springer,
Berlin,
2004.
:
False alarms reduction in keyword spotting system .
The 8th world multi-conference on systemics, cybernetics and informatics : vol. VI : image, acoustic, signal processing and optical systems, technologies and applications,
p. 460-464,
International Institute of Informatics and Systemics,
Orlando, Florida,
2004.
:
Real-time decoder for LVCSR system .
The 8th world multi-conference on systemics, cybernetics and informatics : vol. VI : image, acoustic, signal processing and optical systems, technologies and applications,
p. 450-454,
International Institute of Informatics and Systemics,
Orlando, Florida,
2004.
:
Czech broadcast news speech .
p. 4,
Linguistic Data Consortium (LDC),
USA,
2004.
:
Czech broadcast news transcripts .
p. 4,
Linguistic Data Consortium (LDC),
USA,
2004.
:
Czech Broadcast News Corpus .
Katedra kybernetiky, fakulta aplikovaných věd, Západočeská univerzita v Plzni (práva k šíření předána Linguistic Data Consortium, University of Pe,
2004.
:
+ / - Publications in year 2003
Improving a keyword spotting system using phoneme sequence .
WSEAS TRANSACTIONS on COMPUTER,
p. 751-755,
WSEAS,
Greece,
2003.
:
Voice assimilation phenomenon and its implementation in LVCSR system with lexical tree and bigram language model .
WSEAS TRANSACTIONS on COMPUTERS,
p. 762-765,
WSEAS,
Greece,
2003.
:
Optimization of some parameters in the speech-processing module developed for the speaker independent ASR system .
Proceedings,
p. 414-418,
International Institute of Informatics and Systemics,
Orlando,
2003.
:
Confidence measure for rejection of incorrectly recognized words .
ECMS 2003,
p. 7-11,
Technical University,
Liberec,
2003.
:
Design of LVCSR decoder for Czech language .
ECMS 2003,
p. 39-43,
Technical University ,
Liberec ,
2003.
:
Speech/non-speech detection using power detector .
ECMS 2003 ,
p. 84-88,
Technical University,
Liberec,
2003.
:
The Application of Bayesian Information Criterion in Acoustic Model Refinement .
Proc. ECMS 2003,
p. 44-48,
Liberec ,
2003.
:
Indukce fonologických pravidel pro fonetickou transkripci .
Znalosti 2003,
p. 410-415,
VŠB - Technická univerzita ,
Ostrava,
2003.
:
Model světa hlasového dialogového systému .
Znalosti 2003,
p. 404-409,
VŠB - Technická univerzita,
Ostrava,
2003.
:
Czech Malach Speech Corpus .
Katedra kybernetiky, Fakulta aplikovaných věd, Západočeská univerzita v Plzni, Johns Hopkins University v Baltimore, Shoah Visual History Foundati,
2003.
:
+ / - Publications in year 2002
Heuristic and statistical methods for speech/non-speech detector design .
Lecture Notes in Artificial Intelligence,
2448,
p. 309-316,
2002.
:
Rejection technique based on the mumble model .
Lecture Notes in Artificial Intelligence,
2448,
p. 221-228,
2002.
:
+ / - Publications in year 2001
Voice of America (VOA) Broadcast News Czech Transcript Corpus .
Katedra kybernetiky, Fakulta aplikovaných věd, Západočeská univerzita v Plzni (práva k šíření předána Linguistic Data Consortium, University of Pe,
2001.
:
+ / - Publications in year 2000
Classification of Transient Events of Nuclear Reactor Using Hidden Markov Model .
Acta Polytechnica,
3,
vol. 40,
p. 34-38,
ČVUT,
Prague,
2000.
: