Jointly managed by Prof. Herve Bourlard (IDIAP, http://www.idiap.ch) and Prof. Steve Renals (University of Edinburgh, http://www.iccs.informatics.ed.ac.uk), AMI targets computer enhanced multi-modal interaction in the context of meetings. The project aims at substantially advancing the state-of-the-art, within important underpinning technologies (such as human-human communication modeling, speech recognition, computer vision, multimedia indexing and retrieval). It will also produce tools for off-line and on-line browsing of multi-modal meeting data, including meeting structure analysis and summarizing functions. The project also makes recorded and annotated multimodal meeting data widely available for the European research community, thereby contributing to the research infrastructure in the field.

Description in Czech
Evropský projekt AMI je společně řízen Prof. Herve Bourlardem (IDIAP, http://www.idiap.ch) a Prof. Stevem Renalsem (University of Edinburgh, http://www.iccs.informatics.ed.ac.uk). Je zaměřen na multimodální interakci během živých jednání (meetingů) s počítačovou podporou. Projekt si klade za cíl podstatný posun state-of-the-art tohoto oboru a jeho technologií (modelování komunikace člověka s člověkem, rozpoznávání řeči, počítačové vidění, multimediální indexace a vyhledávání). Jeho výstupem  bude mj. off-line a on-line software pro prohlížení (browsing)  multimodálních dat, včetně analýzy struktury jednání a jeho sumarizace. V rámci projektu jsou také pořizována a distribuována nahraná a anotovaná multimodální data z jednání. Projekt tímto přispívá výzkumné infrastruktuře v tomto oboru a evropské výzkumné komunitě.

Keywords
multi-modal interaction, speech recognition, video processing, multi-modal recognition, meeting data collection, meeting data annotation

Key words in Czech
multimodální interakce, rozpoznávání řeči, zpracování videa, multimodální rozpoznávání, sběr dat z jednání, anotace dat z jednání

506811-AMI

English

Heřmanský Hynek, prof. Ing., Dr. Eng. - principal person responsible

Department of Computer Graphics and Multimedia
- responsible department (1.1.1989 - not assigned)
Computer Graphics Research Group
- internal (19.1.2004 - 31.12.2006)
Speech Data Mining Research Group BUT Speech@FIT
- internal (19.1.2004 - 31.12.2006)
Department of Computer Graphics and Multimedia
- beneficiary (19.1.2004 - 31.12.2006)

KARAFIÁT, M. Study of linear transformations applied to training of cross-domain adapted large vocabulary continuous speech recognition systems. Brno: 2009. p. 0-0.
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ZEMČÍK, P.; HEROUT, A.; BERAN, V.; SUMEC, S.; POTÚČEK, I. Real-Time Visual Processing Using "Views". Poster, MLMI Conference. Washington, DC: 2006. p. 1 (1 s.).
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MATĚJKA, P.; BURGET, L.; SCHWARZ, P.; ČERNOCKÝ, J.: System for automatic language identification (LID). https://www.fit.vut.cz/research/product/23/. URL: https://www.fit.vut.cz/research/product/23/. (zavedená výroba)
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SCHWARZ, P.; MATĚJKA, P.; BURGET, L.; GLEMBEK, O.: VUT-SW-Search; Phoneme recognizer based on long temporal context. http://speech.fit.vutbr.cz/en/software/phoneme-recognizer-based-long-temporal-context. URL: http://speech.fit.vutbr.cz/en/software/phoneme-recognizer-based-long-temporal-context. (software)
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SZŐKE, I.; FAPŠO, M.: VUT-SW-Search; Lattice Spoken Term Detection toolkit (LatticeSTD). http://speech.fit.vutbr.cz/en/software/lattice-spoken-term-detection-toolkit-latticestd. URL: http://speech.fit.vutbr.cz/en/software/lattice-spoken-term-detection-toolkit-latticestd. (software)
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BERAN, V.; POTÚČEK, I.; SUMEC, S.: TETA; TETA: Tracking Evaluation Tool. Produkt je umístěn ve webovém systému VUT FIT (http://www.fit.vutbr.cz/research/prod).. URL: https://www.fit.vut.cz/research/product/39/. (software)
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POTÚČEK, I.; SUMEC, S.; CHALUPNÍČEK, K.; KADLEC, J.; ČERNOCKÝ, J.; ZEMČÍK, P.: Mobile meeting room. https://www.fit.vut.cz/research/product/28/. URL: https://www.fit.vut.cz/research/product/28/. (prototyp)
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CHALUPNÍČEK, K.; ČERNOCKÝ, J.; KAŠPÁREK, T.: Web-based system for semi-automatic checks of speech annotations. https://www.fit.vut.cz/research/product/27/. URL: https://www.fit.vut.cz/research/product/27/. (software)
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BURGET, L.; GLEMBEK, O.; KARAFIÁT, M.; KONTÁR, S.; SCHWARZ, P.; ČERNOCKÝ, J.: STK Toolkit. https://www.fit.vut.cz/research/product/26/. URL: https://www.fit.vut.cz/research/product/26/. (software)
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HAIN, T.; BURGET, L.; KARAFIÁT, M.: AMI Large vocabulary continuous speech recognizer. https://www.fit.vut.cz/research/product/25/. URL: https://www.fit.vut.cz/research/product/25/. (software)
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FAPŠO, M.; SZŐKE, I.; SCHWARZ, P.; ČERNOCKÝ, J.: Indexation and search engine for multimodal data. https://www.fit.vut.cz/research/product/24/. URL: https://www.fit.vut.cz/research/product/24/. (software)
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ČERNOCKÝ, J.; POTÚČEK, I.; SUMEC, S.; ZEMČÍK, P. AMI Mobile Meeting Capture and Analysis System. Washington: 2006. p. 0-0.
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BURGET, L. Complementarity of Speech Recognition Systems and System Combination. Brno: Faculty of Information Technology BUT, 2004. p. 0-0.
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SCHWARZ, P., MATĚJKA, P., ČERNOCKÝ, J. Phoneme Recognition. AMI Workshop. 2004. p. 1 ( p.)
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FAPŠO, M.; SCHWARZ, P.; SZŐKE, I.; ČERNOCKÝ, J.; SMRŽ, P.; BURGET, L.; KARAFIÁT, M. Search Engine for Information Retrieval from Multi-modal Records. Edinburgh: 2005. p. 0-0.
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GRÉZL, F. Spectral plane investigation for probabilistic features for ASR. Edinburgh: 2005. p. 82-86.
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KARAFIÁT, M.; GRÉZL, F.; BURGET, L. Combination of MFCC and TRAP features for LVCSR of meeting data. Martigny: 2004. p. 0-0.
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MOTLÍČEK, P.; BURGET, L.; ČERNOCKÝ, J. Phoneme Recognition of Meetings using Audio-Visual Data. AMI Workshop. Martigny: 2004. p. 0-0.
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MOTLÍČEK, P. Visual Feature Extreaction for Phoneme Recognition of Meetings. Brno: Department of Computer Graphics and Multimedia FIT BUT, 2004. p. 0-0.
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MOTLÍČEK, P.; ČERNOCKÝ, J. Multimodal Phoneme Recognition of Meeting Data. Lecture Notes in Computer Science, 2004, vol. 2004, no. 3206, p. 379-384. ISSN: 0302-9743.
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SMRŽ, P. Parallel Metagrammar for Closely Related Languages - A Case Study of Czech and Russian. Research on Language & Computation, 2005, vol. 3, no. 2, p. 101-128. ISSN: 1570-7075.
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SZŐKE, I.; SCHWARZ, P.; BURGET, L.; KARAFIÁT, M.; MATĚJKA, P.; ČERNOCKÝ, J. Phoneme Based Acoustics Keyword Spotting in Informal Continuous Speech. Lecture Notes in Computer Science, 2005, vol. 2005, no. 3658, p. 302-309. ISSN: 0302-9743.
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KARAFIÁT, M.; GRÉZL, F.; SCHWARZ, P.; BURGET, L.; ČERNOCKÝ, J. Robust heteroscedastic linear discriminant analysis and LCRC posterior features in meeting data recognition. Proc. 3nd Joint Workshop on Multimodal Interaction and Related Machine Learning Algorithms (MLMI 2006). Lecture Notes in Computer Science. Berlin: Springer Verlag, 2006. p. 275-284. ISBN: 3-540-69267-3.
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KADLEC, J. Code Characterization for Automatic User Interface Generation. Innovations and Advanced Techniques in Computer and Information Sciences and Engineering. Dordrecht: Springer London, 2007. p. 255-260. ISBN: 978-1-4020-6267-4.
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HRADIŠ, M.; JURÁNEK, R. Real-time Tracking of Participants in Meeting Video. Proceedings of The 10th Central European Seminar on Computer Graphics. Budměřice: 2006. p. 89-93.
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HRADIŠ, M.; JURÁNEK, R. Head Tracking in Meeting Video. Proceedings of the 12th Conference STUDENT EEICT 2006 Volume 2. Brno: Vysoké učení technické v Brně, 2006. s. 203-205. ISBN: 80-214-3161-X.
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SZŐKE, I.; FAPŠO, M.; KARAFIÁT, M.; BURGET, L.; GRÉZL, F.; SCHWARZ, P.; GLEMBEK, O.; MATĚJKA, P.; KONTÁR, S.; ČERNOCKÝ, J. BUT System for NIST STD 2006 - English. Proc. NIST SPoken Term Detection Evaluation workshop (STD 2006). Washington D.C.: National Institute of Standards and Technology, 2006. p. 1-26.
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GRÉZL, F.; FOUSEK, P. Optimizing bottle-neck features for LVCSR. 2008 IEEE International Conference on Acoustics, Speech, and Signal Processing. Las Vegas, Nevada: IEEE Signal Processing Society, 2008. p. 4729-4732. ISBN: 1-4244-1484-9.
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AL-HAMES, M.; HAIN, T.; ČERNOCKÝ, J.; SCHREIBER, S.; POEL, M.; MÜLLER, R.; MARCEL, S.; VAN LEEUWEN, D.; ODOBEZ, J.; BA, S.; BOURLARD, H.; CARDINAUX, F.; GATICA-PEREZ, D.; JANIN, A.; MOTLÍČEK, P.; REITER, S.; RENALS, S.; VAN REST, J.; RIENKS, R.; RIGOLL, G.; SMITH, K.; THEAN, A.; ZEMČÍK, P. Audio-Visual Processing in Meetings: Seven Questions and Current AMI Answers. Proc. 3nd Joint Workshop on Multimodal Interaction and Related Machine Learning Algorithms (MLMI 2006). Washington D.C.: 2006. p. 1-12.
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KARAFIÁT, M.; BURGET, L.; ČERNOCKÝ, J.; HAIN, T. Application of CMLLR in narrow band wide band adapted systems. Proc. INTERSPEECH 2007. Proceedings of Interspeech. Antwerpen: International Speech Communication Association, 2007. p. 1260-1263. ISSN: 1990-9772.
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STOLCKE, A.; GRÉZL, F.; HWANG, M.; LEI, X.; MORGAN, N.; VERGYRI, D. Cross-Domain and Cross-Language Portability of Acoustic Features Estimated by Multilayer Perceptrons. 2006 IEEE International Conference on Acoustic, Speech, and Signal Processing. Toulouse: IEEE Signal Processing Society, 2006. p. 321-324. ISBN: 978-3-540-74627-0.
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MATĚJKA, P.; BURGET, L.; SCHWARZ, P.; ČERNOCKÝ, J. NIST Speaker Recognition Evaluation 2006. Proceedings of NIST Speaker Recognition Evaluation 2006. San Juan: National Institute of Standards and Technology, 2006. p. 1-40.
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BERAN, V.; POTÚČEK, I.; SCHREIBER, S.; SMITH, K.; GATICA-PEREZ, D.; RIGOLL, G. Multi-Person Tracking in Meetings: A Comparative Study. Machine Learning for Multimodal Interaction. Washington DC: 2006. p. 158-169.
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KONTÁR, S. Parallel training of neural networks for speech recognition. Proc. 12th International Conference on Soft Computing MENDEL'06. Brno: Brno University of Technology, 2006. p. 6037-6042. ISBN: 80-214-3195-4.
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SZŐKE, I. Keyword Spotting in Meeting Data. Proceedings of the 12th Conference Student EEICT 2006 Volume 4. Brno: Faculty of Electrical Engineering and Communication BUT, 2006. p. 440-444. ISBN: 80-214-3163-6.
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GATICA-PEREZ, D.; RIGOLL, G.; SCHREIBER, S.; SMITH, K.; POTÚČEK, I.; BERAN, V. 2D Multi-Person Tracking: A Comparative Study in AMI Meetings. Lecture Notes in Computer Science. Image Processing, Computer Vision, Pattern Recognition, and Graphics, Vol. 4122. ...: Springer Science+Business Media B.V., 2006. p. 1-12. ISBN: 978-3-540-69567-7.
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KOPECKÝ, J.; SZŐKE, I.; FAPŠO, M.; KARAFIÁT, M.; BURGET, L.; OPARIN, I.; SCHWARZ, P.; MATĚJKA, P.; ČERNOCKÝ, J.; GLEMBEK, O. BUT System for NIST STD 2006 - Arabic. Proc. NIST SPoken Term Detection Evaluation workshop (STD 2006). Washington D.C.: National Institute of Standards and Technology, 2006. p. 1-15.
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HAIN, T.; BURGET, L.; DINES, J.; GARAU, G.; KARAFIÁT, M.; LINCOLN, M.; WAN, V. The AMI Meeting Transcription System. Proc. NIST Rich Transcription 2006 Spring Meeting Recognition Evaluation Worskhop. Washington D.C.: National Institute of Standards and Technology, 2006. p. 1-12.
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KARAFIÁT, M.; GRÉZL, F.; SCHWARZ, P.; BURGET, L.; ČERNOCKÝ, J. Robust heteroscedastic linear discriminant analysis and LCRC posterior features in large vocabulary continuous speech recognition. Proc. Fifth Slovenian and First International Language Technologies Conference. Ljubljana: 2006. p. 1-4.
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ČERNOCKÝ, J.; MATĚJKA, P.; BURGET, L.; SCHWARZ, P. Automatic Language Identification System. Sborník příspěvků z odborného semináře "Nové technologie v radiokomunikacích". Brno: University of Defence in Brno, 2006. p. 1-6.
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MATĚJKA, P.; BURGET, L.; SCHWARZ, P.; ČERNOCKÝ, J. NIST Language Recognition Evaluation 2005. Proceedings of NIST LRE 2005. Washington DC: National Institute of Standards and Technology, 2006. p. 1-37.
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MATĚJKA, P.; BURGET, L.; SCHWARZ, P.; ČERNOCKÝ, J. Brno University of Technology System for NIST 2005 Language Recognition Evaluation. Proceedings of Odyssey 2006: The Speaker and Language Recognition Workshop. San Juan: 2006. p. 57-64. ISBN: 1-4244-0472-X.
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SCHWARZ, P.; MATĚJKA, P.; ČERNOCKÝ, J. Hierarchical structures of neural networks for phoneme recognition. Proceedings of ICASSP 2006. Toulouse: 2006. p. 325-328.
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BURGET, L.; MATĚJKA, P.; ČERNOCKÝ, J. Discriminative Training Techniques for Acoustic Language Identification. Proceedings of ICASSP 2006. Toulouse: 2006. p. 209-212.
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MATĚJKA, P.; SCHWARZ, P.; BURGET, L.; ČERNOCKÝ, J. Use of anti-models to furher improve state-of-the-art PRLM language recognition system. Proceedings of ICASSP 2006. Toulouse: 2006. p. 197-200.
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BURGET, L.; FAPŠO, M.; MATĚJKA, P.; SMRŽ, P.; ČERNOCKÝ, J.; KARAFIÁT, M.; SCHWARZ, P.; SZŐKE, I. Indexing and search methods for spoken documents. Proceedings of the Ninth International Conference on Text, Speech and Dialogue, TSD 2006. Lecture Notes in Computer Science. LNCS. Berlin: Springer Verlag, 2006. p. 351-358. ISSN: 0302-9743.
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PEČIVA, J. Active Transaction Approach for Collaborative Virtual Environments. ACM International Conference on Virtual Reality Continuum and its Applications (VRCIA). Chinese University of Hong Kong: Association for Computing Machinery, 2006. p. 171-178. ISBN: 1-59593-324-7.
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FAPŠO, M.; SCHWARZ, P.; SZŐKE, I.; SMRŽ, P.; SCHWARZ, M.; ČERNOCKÝ, J.; KARAFIÁT, M.; BURGET, L. Search Engine for Information Retrieval from Speech Records. Proceedings of the Third International Seminar on Computer Treatment of Slavic and East European Languages. Bratislava: 2006. p. 100-101.
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FAPŠO, M.; SMRŽ, P.; SCHWARZ, P.; SZŐKE, I.; SCHWARZ, M.; ČERNOCKÝ, J.; KARAFIÁT, M.; BURGET, L. Information Retrieval from Spoken Documents. Proceedings of the Seventh International Conference on Intelligent Text Processing and Computational Linguistics (CICLING 2006). Mexico City: Springer Verlag, 2006. p. 410-416. ISBN: 3-540-32205-1.
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SMRŽ, P.; FAPŠO, M. Vyhledávání v záznamech přednášek. Sborník semináře Technologie pro e-vzdělávání. Praha: České vysoké učení technické, 2005. s. 21-26. ISBN: 80-01-03274-4.
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MOTLÍČEK, P.; BURGET, L.; ČERNOCKÝ, J. VISUAL FEATURES FOR MULTIMODAL SPEECH RECOGNITION. Radioelektronika 2005. Brno: Faculty of Electrical Engineering and Communication BUT, 2005. p. 187-190. ISBN: 80-214-2904-6.
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SZŐKE, I.; SCHWARZ, P.; BURGET, L.; KARAFIÁT, M.; ČERNOCKÝ, J. Phoneme based acoustics keyword spotting in informal continuous speech. Radioelektronika 2005. Brno: Faculty of Electrical Engineering and Communication BUT, 2005. p. 195-198. ISBN: 80-214-2904-6.
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ASHBY, S.; BOURBAN, S.; CARLETTA, J.; FLYNN, M.; GUILLEMOT, M.; HAIN, T.; KARAISKOS, V.; KRAAIJ, W.; KRONENTHAL, M.; LATHOUD, G.; LINCOLN, M.; LISOWSKA, A.; MCCOWAN, I.; POST, W.; REIDSMA, D.; WELLNER, P.; KADLEC, J. The AMI Meeting Corpus. Measuring Behavior 2005 Proceedings Book. Wageningen: 2005. p. 1-4.
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MATĚJKA, P.; SCHWARZ, P.; ČERNOCKÝ, J.; CHYTIL, P. Phonotactic Language Identification using High Quality Phoneme Recognition. Interspeech'2005 - Eurospeech - 9th European Conference on Speech Communication and Technology. European Conference EUROSPEECH. Lisbon: International Speech Communication Association, 2005. p. 2237-2240. ISSN: 1018-4074.
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MATĚJKA, P.; SCHWARZ, P.; ČERNOCKÝ, J.; CHYTIL, P. Phonotactic Language Identification. Proceedings of Radioelektronika 2005. Brno: Faculty of Electrical Engineering and Communication BUT, 2005. p. 140-143. ISBN: 80-214-2904-6.
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KADLEC, J.; POTÚČEK, I.; SUMEC, S.; ZEMČÍK, P. Evaluation of Tracking and Recognition Methods. Proceedings of the 11th conference EEICT. Brno: 2005. p. 617-622. ISBN: 80-214-2890-2.
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MATĚJKA, P. Phoneme Recognition Tuning for Language Identification System. Proceedings of the 11th conference STUDENT EEICT 2005. Brno: Faculty of Electrical Engineering and Communication BUT, 2005. p. 658-653. ISBN: 80-214-2890-2.
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SUMEC, S.; POTÚČEK, I.; ZEMČÍK, P. AUTOMATIC MOBILE MEETING ROOM. Proceedings of 3IA'2005 International Conference in Computer Graphics and Artificial Intelligence. Limoges: 2005. p. 171-177. ISBN: 2-914256-07-8.
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PEČIVA, J. Omnipresent Collaborative Virtual Environments for Open Inventor Applications. INTETAIN 2005. Springer Lecture Notes in Artificial Intelligence. Madonna di Campiglio: Springer Verlag, 2005. p. 272-276. ISBN: 3-540-30509-2.
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MOTLÍČEK, P.; BURGET, L.; ČERNOCKÝ, J. Non-parametric Speaker Turn Segmentation of Meeting Data. Interspeech'2005 - Eurospeech - 9th European Conference on Speech Communication and Technology. European Conference EUROSPEECH. Lisabon: International Speech Communication Association, 2005. p. 657-660. ISSN: 1018-4074.
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ASHBY, S.; BOURBAN, S.; CARLETTA, J.; FLYNN, M.; GUILLEMOT, M.; HAIN, T.; KARAISKOS, V.; KRAAIJ, W.; KRONENTHAL, M.; LATHOUD, G.; LINCOLN, M.; LISOWSKA, A.; MCCOWAN, I.; POST, W.; REIDSMA, D.; WELLNER, P.; KADLEC, J. The AMI Meeting Corpus: A Pre-Announcement. Workshop on Multimodal Interaction and Related Machine Learning Algorithms (MLMI). Edinburgh: 2005. p. 1-4.
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HAIN, T.; BURGET, L.; DINES, J.; GARAU, G.; KARAFIÁT, M.; LINCOLN, M.; MCCOWAN, I.; MOORE, D.; WAN, V.; ORDELMAN, R.; RENALS, S. The 2005 AMI System for the Transcription of Speech in Meetings. Machine Learning for Multimodal Interaction, Second International Workshop, MLMI 2005, Edinburgh, UK, July 11-13, 2005, Revised Selected Papers. Lecture Notes in Computer Science Volume 3869, Springer 2006. Edinburgh: University of Edinburgh, 2005. p. 450-462. ISBN: 978-3-540-32549-9.
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HAIN, T.; KARAFIÁT, M.; GARAU, G.; MOORE, D.; WAN, V.; ORDELMAN, R.; RENALS, S. Transcription of Conference Room Meetings: an Investigation. Interspeech'2005 - Eurospeech - 9th European Conference on Speech Communication and Technology. European Conference EUROSPEECH. Lisabon: International Speech Communication Association, 2005. p. 1-4. ISSN: 1018-4074.
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HAIN, T.; KARAFIÁT, M.; DINES, J.; MCCOWAN, I.; LINCOLN, M.; GARAU, G.; WAN, V.; ORDELMAN, R.; RENALS, S. The Development of the AMI System for the Transcription of Speech in Meetings. Machine Learning for Multimodal Interaction, Second International Workshop, MLMI 2005, Edinburgh, UK, July 11-13, 2005, Revised Selected Papers. Lecture Notes in Computer Science Volume 3869, Springer 2006. Edinburgh: University of Edinburgh, 2005. p. 344-356. ISBN: 978-3-540-32549-9.
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KARAFIÁT, M.; BURGET, L.; ČERNOCKÝ, J. Using Smoothed Heteroscedastic Linear Discriminant Analysis in Large Vocabulary Continuous Speech Recognition System. 2nd Joint Workshop on Multimodal Interaction and Related Machine Learning Algorithms. tento článek nebyl zařazen mezi Revised Selected Papers, nevyšel v LNCS 3869. Edinbourgh, Scotland: University of Edinburgh, 2005. p. 1-8.
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FAPŠO, M.; SMRŽ, P.; SCHWARZ, P.; SZŐKE, I.; BURGET, L.; KARAFIÁT, M.; ČERNOCKÝ, J. Systém pre efektívne vyhľadávanie v rečových databázach. Sborník databázové konference DATAKON 2005. Brno: Masaryk University, 2005. s. 323-333. ISBN: 80-210-3813-6.
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STOLCKE, A.; ANGUERA, X.; BOAKYE, K.; CETIN, Ö.; GRÉZL, F.; JANIN, A.; MANDAL, A.; PESKIN, B.; WOOTERS, C.; ZHENG, J. Further Progress in Meeting Recognition: The ICSI-SRI Spring 2005 Speech-to-Text Evaluation System. Machine Learning for Multimodal Interaction, Second International Workshop, MLMI 2005, Edinburgh, UK, July 11-13, 2005, Revised Selected Papers. Lecture Notes in Computer Science 3869, Springer 2006. Edinburgh, Scotland: University of Edinburgh, 2005. p. 463-475. ISBN: 978-3-540-32549-9.
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ZHU, Q.; CHEN, B.; GRÉZL, F.; MORGAN, N. Improved MLP Structures for Data-Driven Feature Extraction for ASR. Interspeech'2005 - Eurospeech - 9th European Conference on Speech Communication and Technology. European Conference EUROSPEECH. Lisabon: 2005. p. 2129-2132. ISSN: 1018-4074.
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NIJHOLT, A.; ZWIERS, J.; PEČIVA, J. The Distributed Virtual Meeting Room Exercise. Proceedings ICMI 2005 Workshop on Multimodal multiparty meeting processing. Trento: 2005. p. 93-99.
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SZŐKE, I.; SCHWARZ, P.; MATĚJKA, P.; BURGET, L.; FAPŠO, M.; KARAFIÁT, M.; ČERNOCKÝ, J. Comparison of Keyword Spotting Approaches for Informal Continuous Speech. 2nd Joint Workshop on Multimodal Interaction and Related Machine Learning Algorithms. Edinburgh: 2005. p. 1-12.
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SZŐKE, I.; SCHWARZ, P.; BURGET, L.; FAPŠO, M.; KARAFIÁT, M.; ČERNOCKÝ, J.; MATĚJKA, P. Comparison of Keyword Spotting Approaches for Informal Continuous Speech. Interspeech'2005 - Eurospeech - 9th European Conference on Speech Communication and Technology. European Conference EUROSPEECH. Lisabon: 2005. p. 633-636. ISSN: 1018-4074.
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POTÚČEK, I. Automatic Image Stabilization for Omni-Directional Systems. Proceedings of the Fifth IASTED International Conference on VISUALIZATION, IMAGING,AND IMAGE PROCESSING. Benidorm: ACTA Press, 2005. p. 338-342.
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SUMEC, S.; KADLEC, J. Event Editor - The Multi-Modal Annotation Tool. Workshop on Multimodal Interaction and Related Machine Learning Algorithms (MLMI). Edinburgh: 2005. p. 1 (1 s.).
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FOUSEK, P.; SVOJANOVSKÝ, P.; GRÉZL, F.; HEŘMANSKÝ, H. New Nonsense Syllables Database - Analyses and Preliminary ASR Experiments. 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.
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SCHWARZ, P.; MATĚJKA, P.; ČERNOCKÝ, J. Phoneme Recognition from a Long Temporal Context. 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.).
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MOTLÍČEK, P. Segmentace nahrávek živých jednání podle mluvčího. Sborník příspěvků a prezentací akce Odborné semináře 2004. REL03V. Brno: Ústav radioelektroniky FEKT VUT v Brně, 2004. s. 0-0.
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PEČIVA, J. Collaborative Virtual Environments. Poster at MLMI'04 workshop. Martigny: Institute for Perceptual Artificial Intelligence, 2004. p. 1 (1 s.).
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HEROUT, A.; ZEMČÍK, P.; BERAN, V.; KADLEC, J. Image and Video Processing Software Framework for Fast Application Development. Joint AMI/PASCAL/IM2/M4 workshop. Martigny: Institute for Perceptual Artificial Intelligence, 2004. p. 0-0.
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FUČÍK, O.; ZEMČÍK, P.; TUPEC, P.; BRYAN, L.; HEROUT, A. The Networked Photo-Enforcement and Traffic Monitoring System. Proceedings of Engineering of Computer-Based Systems. Los Alamitos: IEEE Computer Society, 2004. p. 423-428. ISBN: 0-7695-2125-8.
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MOTLÍČEK, P.; ČERNOCKÝ, J. Multimodal Phoneme Recognition of Meeting Data. 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.
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BURGET, L. Combination of Speech Features Using Smoothed Heteroscedastic Linear Discriminant Analysis. Proc. 8th International Conference on Spoken Language Processing. Jeju island: Sunjin Printing Co, 2004. p. 2549-2552.
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KARAFIÁT, M.; GRÉZL, F.; ČERNOCKÝ, J. TRAP based features for LVCSR of meeting data. Proc. 8th International Conference on Spoken Language Processing. 8th International Conference on Spoken Language Processing. Jeju Island: Sunjin Printing Co, 2004. p. 437-440. ISSN: 1225-4111.
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BERAN, V. Augmented Multi-User Communication System. Proceedings of the working conference on Advanced visual interfaces. Gallipoli: Association for Computing Machinery, 2004. p. 257-260. ISBN: 1-58113-867-9.
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BERAN, V.; POTÚČEK, I. REAL-TIME RECONSTRUCTION OF INCOMPLETE HUMAN MODEL USING COMPUTER VISION. Proceeding of the 10th Conference and Competition STUDENT EEICT 2004, Volume 2. Brno: Faculty of Electrical Engineering and Communication BUT, 2004. p. 298-302. ISBN: 80-214-2635-7.
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HEROUT, A.; ZEMČÍK, P. Animated Particle Rendering in DSP and FPGA. SCCG 2004 Proceedings. Bratislava: Slovak University of Technology in Bratislava, 2004. p. 237-242. ISBN: 80-223-1918-X.
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Responsibility: Heřmanský Hynek, prof. Ing., Dr. Eng.