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Detail projektu
Období řešení: 01.03.2002 — 28.02.2005
O projektu
The M4 project started in March 2002, and has a duration of three years. The overall objective of the project is the construction of a demonstration system to enable structuring, browsing and querying of an archive of automatically analysed meetings. The archived meetings will have taken place in a room equipped with multimodal sensors. For each meeting, audio, video, textual, and (possibly) interaction information will be available. Audio information will come from close talking and distant microphones, as well as binaural recordings. Video information will come from multiple cameras. While the video and audio information will form several streams of data generated during the meeting, the textual information---the agenda, discussion papers, text of slides---will be pre-generated and can be used to guide the automatic structuring of the meeting. The interaction stream consists of any information that can help in analysing events within the meeting, for example, mouse tracking from a PC-based presentation or laser pointing information.
Popis českyCílem projektu M4 "Multimodal meeting manager" je vyvinout systém pro analýzu a záznam živých jednání. Účastníci jednání budou snímáni mikrofony a kamerami. Jejich řeč a gesta budou automaticky rozpoznána a indexována pro snadnou orientaci a hledání v záznamu. Uživatel pak bude moci například položit systému otázku "Kdy mluvil pan X o tématu Y" a systém automaticky vyhledá příslušné sekvence. FIT VUT Brno bude pracovat na nových metodách rozpoznávání specifických částí řeči, které bude nezávislé na jazyku jednání. Dalším úkolem bude určení mluvčího pomocí analýzy gest a jeho sledování otočnou kamerou.
Klíčová slovaspeech processing, video processing, information merging, meeting summarization
Označení
IST-2001-34485
Originální jazyk
angličtina
Řešitelé
Heřmanský Hynek, prof. Ing. - hlavní řešitelČernocký Jan, prof. Dr. Ing. - spoluřešitelZemčík Pavel, prof. Dr. Ing., dr. h. c. - spoluřešitel
Útvary
Ústav počítačové grafiky a multimédií- příjemce (01.01.2002 - 31.12.2004)
Výsledky
MATĚJKA, P., SCHWARZ, P., ČERNOCKÝ, J., HEŘMANSKÝ, H. Phoneme Recognition using Temporal Patterns. In In Proceedings of the conference TSD'2003. International Conference on Text Speech and Dialogue, TSD 2003. 2003. p. 198 ( p.)ISBN: 3-540-20024-X.Detail
BURGET, L. Complementarity of Speech Recognition Systems and System Combination. Brno: Faculty of Information Technology BUT, 2004.Detail
SCHWARZ, P., HEŘMANSKÝ, H., MATĚJKA, P. Použití časové dynamiky k rozpoznávání jazyků z mluvené řeči. In Proceedings of Language Recognition Workshop 2003. NIST Gaithersburg, MD USA: 2003. s. 56-62.Detail
BURGET, L. Combination of Speech Features Using Smoothed Heteroscedastic Linear Discriminant Analysis. In Proc. 8th International Conference on Spoken Language Processing. Jeju island: Sunjin Printing Co, 2004. p. 2549-2552.Detail
MOTLÍČEK, P., ČERNOCKÝ, J. Multimodal Phoneme Recognition of Meeting Data. In 7th International Conference, TSD 2004 Brno, Czech Republic, September 2004 Proceedings. Lecture Notes in Computer Science. Brno: Springer Verlag, 2004. p. 379-384. ISBN: 3-540-23049-1. ISSN: 0302-9743.Detail
BURGET, L. Measurement of Complementarity of Recognition Systems. In Proc. Seventh International conference on Text, Speech and Dialogue. Lecture Notes in Artificial Intelligence (LNAI) subseries of LNCS series as Volume 3206. Brno: Springer Verlag, 2004. p. 283-290. ISBN: 3-540-23049-1.Detail
JENDERKA, P., POTÚČEK, I., SUMEC, S. Meeting recordings at Brno University of Technology. In AMI/PASCAL/IM2/M4 workshop. Martigny: 2004. p. 1 ( p.)Detail
ZEMČÍK, P., HEROUT, A., CRHA, L., TUPEC, P., FUČÍK, O. Particle rendering pipeline in DSP and FPGA. In Proceedings of Engineering of Computer-Based Systems. Los Alamitos: IEEE Computer Society, 2004. p. 361-368. ISBN: 0-7695-2125-8.Detail
POTÚČEK, I., ŠPANĚL, M. Face Detection in Meeting Room Using Omni-directional View. In AMI/PASCAL/IM2/M4 workshop. Martigny: Institute for Perceptual Artificial Intelligence, 2004. p. 1 (1 s.).Detail
ZEMČÍK, P., SUMEC, S., POTÚČEK, I., ŠPANĚL, M., HEROUT, A., PEČIVA, J. Summary of Image/Video Processing for AMI Project in Brno. In Poster at MLMI'04 workshop. Martigny: Institute for Perceptual Artificial Intelligence, 2004. p. 1 (1 s.).Detail
SUMEC, S. Multi Camera Automatic Video Editing. In Proceedings of ICCVG 2004. Warsaw: Kluwer Verlag, 2004. p. 935-945. ISBN: 1-4020-1503-8.Detail
SCHWARZ, P., MATĚJKA, P., ČERNOCKÝ, J. Towards Lower Error Rates in Phoneme Recognition. In Proceedings of 7th International Conference Text,Speech and Dialoque 2004. Brno: Springer Verlag, 2004. p. 465 ( p.)ISBN: 3-540-23049-1.Detail
SCHWARZ, P., MATĚJKA, P., ČERNOCKÝ, J. Phoneme Recognition from a Long Temporal Context. In poster at JOINT AMI/PASCAL/IM2/M4 Workshop on Multimodal Interaction and Related Machine Learning Algorithms. Martigny: Institute for Perceptual Artificial Intelligence, 2004. p. 1 (1 s.).Detail
FOUSEK, P., SVOJANOVSKÝ, P., GRÉZL, F., HEŘMANSKÝ, H. New Nonsense Syllables Database - Analyses and Preliminary ASR Experiments. In Proc. 8th International Conference on Spoken Language Processing. 8th International Conference on Spoken Language Processing. Jeju Island: Sunjin Printing Co, 2004. p. 348-351. ISSN: 1225-4111.Detail
SZŐKE, I., SCHWARZ, P., BURGET, L., KARAFIÁT, M., ČERNOCKÝ, J. Phoneme based acoustics keyword spotting in informal continuous speech. In Radioelektronika 2005. Brno: Faculty of Electrical Engineering and Communication BUT, 2005. p. 195-198. ISBN: 80-214-2904-6.Detail
BURGET, L., ČERNOCKÝ, J. Recognition of Speech with Non-random Attributes. In 6th International Conference, TSD 2003 České Budějovice, Czech Republic, September 2003 Proceedings. Lecture Notes in Computer Science. České Budějovice: Springer Verlag, 2003. p. 1 ( p.)ISBN: 3-540-20024-X. ISSN: 0302-9743.Detail
MOTLÍČEK, P., BURGET, L., ČERNOCKÝ, J. VISUAL FEATURES FOR MULTIMODAL SPEECH RECOGNITION. In Radioelektronika 2005. Brno: Faculty of Electrical Engineering and Communication BUT, 2005. p. 187-190. ISBN: 80-214-2904-6.Detail
SCHWARZ, P., MATĚJKA, P., ČERNOCKÝ, J. Towards Lower Error Rates in Phoneme Recognition. Lecture Notes in Computer Science, 2004, vol. 2004, no. 3206, p. 465 ( p.)ISSN: 0302-9743.Detail
MOTLÍČEK, P., ČERNOCKÝ, J. Multimodal Phoneme Recognition of Meeting Data. Lecture Notes in Computer Science, 2004, vol. 2004, no. 3206, p. 379 ( p.)ISSN: 0302-9743.Detail
MOTLÍČEK, P. Visual Feature Extreaction for Phoneme Recognition of Meetings. Brno: Department of Computer Graphics and Multimedia FIT BUT, 2004.Detail
KARAFIÁT, M., GRÉZL, F., BURGET, L. Combination of MFCC and TRAP features for LVCSR of meeting data. Martigny: 2004.Detail
SCHWARZ, P., MATĚJKA, P., ČERNOCKÝ, J. Phoneme Recognition. AMI Workshop. 2004. p. 1 ( p.)Detail
SCHWARZ, P., MATĚJKA, P., ČERNOCKÝ, J. Towards Lower Error Rates in Phoneme Recognition. In Proceedings of 7th International Conference Text,Speech and Dialoque 2004. Brno: Springer, 2004. p. 465 ( p.)ISBN: 3-540-23049-1.Detail
Odkaz
http://www.m4project.org