Ing. Vítězslav Beran, Ph.D.

CARETAKER - Content Analysis and REtrieval Technologies to Apply Knowledge Extraction to massive Recording

Název v češtině:CARETAKER - Technologie analýzy obsahu a vyhledávání pro získávání znalostí z velkých množství nahrávek
Hlavní řešitel:Černocký Jan
Spoluřešitelé:Smrž Pavel, Zemčík Pavel
Další řešitelé:Beran Vítězslav, Grézl František
Agentura:The Information Society Technologies (IST) 6th Framework programme
Kód:027231
Zahájení:2006-03-01
Ukončení:2008-09-30
Klíčová slova:massive recording, content analysis, speech processing, video processing, awareness, knowledge representation, ontology
Anotace:
The CARETAKER project aims at studying, developing and assessing multimedia knowledgebased content analysis, knowledge extraction components, and metadata management sub-systems in the context of automated situation awareness, diagnosis and decision support. More precisely, CARETAKER will focus on the extraction of a structured knowledge from large multimedia collections recorded over networks of camera and microphones deployed in real sites. The produced audio-visual streams, in addition to surveillance and safety issues, could represent a useful source of information if stored and automatically analysed, in urban planning and resource optimisation, environment planning and disabled/elderly person monitoring for instance.

Publikace

2009GRÉZL František a ČERNOCKÝ Jan. Audio Surveillance through Known Event Classification. Radioengineering. 2009, roč. 18, č. 4, s. 671-675. ISSN 1210-2512.
2008GLEMBEK Ondřej, MATĚJKA Pavel, BURGET Lukáš a MIKOLOV Tomáš. Advances in Phonotactic Language Recognition. In: Proc. Interspeech 2008. Brisbane: International Speech Communication Association, 2008, s. 4. ISSN 1990-9772.
 GRÉZL František a FOUSEK Petr. Optimizing bottle-neck features for LVCSR. In: 2008 IEEE International Conference on Acoustics, Speech, and Signal Processing. Las Vegas, Nevada: IEEE Signal Processing Society, 2008, s. 4729-4732. ISBN 1-4244-1484-9.
 HRADIŠ Michal. Framework for Research on Detection Classifiers. In: Proceedings of Spring Conference on Computer Graphics. Budmerice: Univerzita Komenského v Bratislavě, 2008, s. 171-177. ISBN 978-80-89186-30-3.
 HUBEIKA Valiantsina, BURGET Lukáš, MATĚJKA Pavel a SCHWARZ Petr. Discriminative Training and Channel Compensation for Acoustic Language Recognition. In: Proc. Interspeech 2008. Brisbane: International Speech Communication Association, 2008, s. 4. ISSN 1990-9772.
 JURÁNEK Roman. Engine for Real-Time 2D Object Detection. In: Proceedings of the 14th Conference STUDENT EEICT 2008 Volume 4. Brno: Vysoké učení technické v Brně, 2008, s. 5. ISBN 80-214-3163-6.
 KOCKMANN Marcel a BURGET Lukáš. Syllable based Feature-Contours for Speaker Recognition. In: Proc. 14th International Workshop on Advances in Speech Technology. Maribor, 2008, s. 4.
 MATĚJKA Pavel, BURGET Lukáš, GLEMBEK Ondřej, SCHWARZ Petr, HUBEIKA Valiantsina, FAPŠO Michal, MIKOLOV Tomáš, PLCHOT Oldřich a ČERNOCKÝ Jan. BUT language recognition system for NIST 2007 evaluations. In: Proc. Interspeech 2008. Brisbane, Australia: International Speech Communication Association, 2008, s. 4. ISSN 1990-9772.
 MLÍCH Jozef a CHMELAŘ Petr. Trajectory classification based on Hidden Markov Models. In: Proceedings of 18th International Conference on Computer Graphics and Vision. Moscow: Lomonosov Moscow State University, 2008, s. 101-105. ISBN 978-5-9556-0112-0.
 MLÍCH Jozef. Trajectory classification. In: Proceedings of the 14th Conference STUDENT EEICT 2008. Brno: Fakulta elektrotechniky a komunikačních technologií VUT v Brně, 2008, s. 211-213. ISBN 978-80-214-3615-2.
2007BRÜMMER Niko, BURGET Lukáš, ČERNOCKÝ Jan, GLEMBEK Ondřej, GRÉZL František, KARAFIÁT Martin, VAN Leeuwen David, MATĚJKA Pavel, SCHWARZ Petr a STRASHEIM Albert. Fusion of heterogeneous speaker recognition systems in the STBU submission for the NIST speaker recognition evaluation 2006. IEEE Transactions on Audio, Speech, and Language Processing. 2007, roč. 15, č. 7, s. 2072-2084. ISSN 1558-7916.
 BURGET Lukáš, MATĚJKA Pavel, SCHWARZ Petr, GLEMBEK Ondřej a ČERNOCKÝ Jan. Analysis of feature extraction and channel compensation in GMM speaker recognition system. IEEE Transactions on Audio, Speech, and Language Processing. 2007, roč. 15, č. 7, s. 1979-1986. ISSN 1558-7916.
 CHMELAŘ Petr a ZENDULKA Jaroslav. Visual Surveillance Metadata Management. In: Eighteenth International Workshop on Database and Expert Systems Applications. Regensburg: IEEE Computer Society Press, 2007, s. 79-83. ISBN 978-0-7695-2932-5.
 GRÉZL František a ČERNOCKÝ Jan. TRAP-based Techniques for Recognition of Noisy Speech. In: Proc. 10th International Conference on Text Speech and Dialogue (TSD 2007). Berlin: Springer Verlag, 2007, s. 270-277. ISBN 978-3-540-74627-0.
 GRÉZL František, KARAFIÁT Martin, KONTÁR Stanislav a ČERNOCKÝ Jan. Probabilistic and bottle-neck features for LVCSR of meetings. In: Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2007). Hononulu: IEEE Signal Processing Society, 2007, s. 757-760. ISBN 1-4244-0728-1.
 MATĚJKA Pavel, BURGET Lukáš, SCHWARZ Petr, GLEMBEK Ondřej, KARAFIÁT Martin, GRÉZL František, ČERNOCKÝ Jan, VAN Leeuwen David, BRÜMMER Niko a STRASHEIM Albert. STBU system for the NIST 2006 speaker recognition evaluation. In: Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2007). Honolulu: IEEE Signal Processing Society, 2007, s. 221-224. ISBN 1-4244-0728-1.
 ČERNOCKÝ Jan, BURGET Lukáš, SCHWARZ Petr, MATĚJKA Pavel, KARAFIÁT Martin, GLEMBEK Ondřej, KOPECKÝ Jiří, SZŐKE Igor, FAPŠO Michal, GRÉZL František, HUBEIKA Valiantsina a OPARIN Ilya. Search in speech, language identification and speaker recognition in Speech@FIT. In: Proc. 17th International Conference Radioelektronika, 2007. Brno: Ústav radioelektroniky FEKT VUT v Brně, 2007, s. 1-6. ISBN 978-80-214-3390-8.
 ČERNOCKÝ Jan, SZŐKE Igor, FAPŠO Michal, KARAFIÁT Martin, BURGET Lukáš, KOPECKÝ Jiří, GRÉZL František, SCHWARZ Petr, GLEMBEK Ondřej, OPARIN Ilya, SMRŽ Pavel a MATĚJKA Pavel. Search in speech for public security and defense. In: Proc. IEEE Workshop on Signal Processing Applications for Public Security and Forensics, 2007 (SAFE '07). Washington D.C.: IEEE Signal Processing Society, 2007, s. 1-7. ISBN 1-4244-1226-9.
2006MATĚJKA Pavel, BURGET Lukáš, SCHWARZ Petr a ČERNOCKÝ Jan. NIST Language Recognition Evaluation 2005. In: Proceedings of NIST LRE 2005. Washington DC: United States Department of Commerce, National Institute of Standards and Technology, 2006, s. 1-37.
 MATĚJKA Pavel, BURGET Lukáš, SCHWARZ Petr a ČERNOCKÝ Jan. NIST Speaker Recognition Evaluation 2006. In: Proceedings of NIST Speaker Recognition Evaluation 2006. San Juan: United States Department of Commerce, National Institute of Standards and Technology, 2006, s. 1-40.
 SMRŽ Pavel. Uncertainty Extensions to Ontologies as a Tool for Semantic Interpretation in Audiovisual Systems. In: Proceedings of the 1st International Conference on Semantic and Digital Media Technologies, Poster and Demo. Athens, 2006, s. 27-28.

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