Detail projektu

Mobile Biometry

Období řešení: 01.01.2008 — 31.12.2010

Zdroje financování

Ministerstvo školství, mládeže a tělovýchovy ČR - Podpora projektů sedmého rámcového programu Evropského společenství pro výzkum, technologický rozvoj a demonstrace (2007 až 2013) podle zákona č. 171/2007 Sb.

- plně financující (2008-01-01 - 2010-12-31)

O projektu

These days, portable personal devices (PDAs or mobile phones) are widely used. They provide the mobile worker or the customer with portable computing and wireless access to Telecom networks and to the Internet. It is then possible to provide anywhere anytime a natural access to any service, such as PIN code replacement, phone card reloading, remote purchase, telephone banking or voice-mail. Most of these services involve micro payments that can currently be done only using PIN codes or passwords.

To win wide consumer acceptance, their friendly, personalized, interactive interfaces must recognize people in their immediate environment and, at a minimum, know who they are. The conventional means of identification such as passwords, secret codes and personal identification numbers can easily be compromised, shared, observed, stolen or forgotten. In view of this, it appears that the required optimal reliability in determining the identities of users may only be achieved through the use of biometrics (automatically recognising a person using distinguishing traits). Since more and more portable devices are equipped with a microphone and a video camera (while very few devices are equipped with fingerprint or iris scanners), MOBIO will thus focus on multiple aspects of biometric authentication based on face and voice authentication.

Starting from the state-of-the-art systems available from the MOBIO partners, the goal of this project is to study, develop and evaluate bi-modal biometric authentication technologies in the context of portable devices and thus under various realistic conditions.

Popis česky
Projekt se zabývá mobilní biometrií. Pro více informací přejděte prosím na anglickou verzi této stránky.

Klíčová slova
speaker recognition, face recognition, mobile terminals

Označení

7E08042

Originální jazyk

angličtina

Řešitelé

Černocký Jan, prof. Dr. Ing. - hlavní řešitel
Burget Lukáš, doc. Ing., Ph.D. - spoluřešitel
Glembek Ondřej, Ing., Ph.D. - spoluřešitel
Hubeika Valiantsina, Ing. - spoluřešitel
Matějka Pavel, Ing., Ph.D. - spoluřešitel
Schwarz Petr, Ing., Ph.D. - spoluřešitel

Útvary

Ústav počítačové grafiky a multimédií
- spolupříjemce (01.01.2008 - 31.12.2010)

Výsledky

PLCHOT, O.; HUBEIKA, V.; BURGET, L.; SCHWARZ, P.; MATĚJKA, P. Acquisition of Telephone Data from Radio Broadcasts with Applications to Language Recognition. Proc. 11th International Conference on Text, Speech and Dialogue. Berlin: Springer Verlag, 2008. p. 477-483. ISBN: 978-3-540-87390-7.
Detail

JANČÍK, Z. Modelování dynamiky prosodie pro rozpoznání řečníka. Proceedings of the 14th Conference STUDENT EEICT 2008. Volume 2. Brno: Fakulta elektrotechniky a komunikačních technologií VUT v Brně, 2008. s. 67-69. ISBN: 978-80-214-3615-2.
Detail

GLEMBEK, O.; BURGET, L.; DEHAK, N.; BRÜMMER, N.; KENNY, P. Comparison of Scoring Methods used in Speaker Recognition with Joint Factor Analysis. Proc. ICASSP 2009. Taipei: IEEE Signal Processing Society, 2009. p. 1-4. ISBN: 978-1-4244-2354-5.
Detail

BURGET, L.; FAPŠO, M.; HUBEIKA, V.; GLEMBEK, O.; KARAFIÁT, M.; KOCKMANN, M.; MATĚJKA, P.; SCHWARZ, P.; ČERNOCKÝ, J. BUT system for NIST 2008 speaker recognition evaluation. Proc. Interspeech 2009. Proceedings of Interspeech. Brighton: International Speech Communication Association, 2009. p. 2335-2338. ISBN: 978-1-61567-692-7. ISSN: 1990-9772.
Detail

MATĚJKA, P.; BURGET, L.; GLEMBEK, O.; SCHWARZ, P.; HUBEIKA, V.; FAPŠO, M.; MIKOLOV, T.; PLCHOT, O.; ČERNOCKÝ, J. BUT language recognition system for NIST 2007 evaluations. Proc. Interspeech 2008. Proceedings of Interspeech. Brisbane, Australia: International Speech Communication Association, 2008. p. 1-4. ISSN: 1990-9772.
Detail

HUBEIKA, V.; BURGET, L.; MATĚJKA, P.; SCHWARZ, P. Discriminative Training and Channel Compensation for Acoustic Language Recognition. Proc. Interspeech 2008. Proceedings of Interspeech. Brisbane: International Speech Communication Association, 2008. p. 1-4. ISSN: 1990-9772.
Detail

KOCKMANN, M.; BURGET, L. Syllable based Feature-Contours for Speaker Recognition. Proc. 14th International Workshop on Advances in Speech Technology. Maribor: 2008. p. 1-4.
Detail

GLEMBEK, O.; MATĚJKA, P.; BURGET, L.; MIKOLOV, T. Advances in Phonotactic Language Recognition. Proc. Interspeech 2008. Proceedings of Interspeech. Brisbane: International Speech Communication Association, 2008. p. 1-4. ISSN: 1990-9772.
Detail

KOCKMANN, M.; BURGET, L. Contour modeling of prosodic and acoustic features for speaker recognition. Proc. 2008 IEEE Workshop on Spoken Language Technology. Goa: IEEE Signal Processing Society, 2008. p. 1-4. ISBN: 978-1-4244-3472-5.
Detail

DEHAK, N.; KENNY, P.; DEHAK, R.; GLEMBEK, O.; DUMOUCHEL, P.; BURGET, L.; HUBEIKA, V.; CASTALDO, F. Support vector machines and joint factor analysis for speaker verification. Proc. ICASSP 2009. Taiwan: IEEE Signal Processing Society, 2009. p. 1-4. ISBN: 978-1-4244-2354-5.
Detail

BRÜMMER, N.; STRASHEIM, A.; HUBEIKA, V.; MATĚJKA, P.; BURGET, L.; GLEMBEK, O. Discriminative Acoustic Language Recognition via Channel-Compensated GMM Statistics. Proc. Interspeech 2009. Proceedings of Interspeech. Brighton: International Speech Communication Association, 2009. p. 2187-2190. ISBN: 978-1-61567-692-7. ISSN: 1990-9772.
Detail

HUBEIKA, V. Speaker verification as a target-nontarget trial task. Proceedings of the 15th Conference and Competition STUDENT EEICT 2009. Brno: Faculty of Electrical Engineering and Communication BUT, 2009. p. 1-5. ISBN: 978-80-214-3870-5.
Detail

BURGET, L.; MATĚJKA, P.; HUBEIKA, V.; ČERNOCKÝ, J. Investigation into variants of Joint Factor Analysis for speaker recognition. Proc. Interspeech 2009. Proceedings of Interspeech. Brighton: International Speech Communication Association, 2009. p. 1263-1266. ISBN: 978-1-61567-692-7. ISSN: 1990-9772.
Detail

KOCKMANN, M.; BURGET, L.; ČERNOCKÝ, J. Investigations into prosodic syllable contour features for speaker recognition. Proc. International Conference on Acoustics, Speech, and Signal Processing. Proc. International Conference on Acoustics, Speech, and Signal Processing. Dallas: IEEE Signal Processing Society, 2010. p. 4418-4421. ISBN: 978-1-4244-4296-6. ISSN: 1520-6149.
Detail

MIKOLOV, T.; PLCHOT, O.; GLEMBEK, O.; MATĚJKA, P.; BURGET, L.; ČERNOCKÝ, J. PCA-based Feature Extraction for Phonotactic Language Recognition. In Proc. Odyssey 2010 - The Speaker and Language Recognition Workshop. Brno: International Speech Communication Association, 2010. p. 251-255. ISBN: 978-80-214-4114-9.
Detail

JANČÍK, Z.; PLCHOT, O.; BRUMMER, J.; BURGET, L.; GLEMBEK, O.; HUBEIKA, V.; KARAFIÁT, M.; MATĚJKA, P.; MIKOLOV, T.; STRASHEIM, A.; ČERNOCKÝ, J. Data selection and calibration issues in automatic language recognition - investigation with BUT-AGNITIO NIST LRE 2009 system. In Proc. Odyssey 2010 - The Speaker and Language Recognition Workshop. Brno: International Speech Communication Association, 2010. p. 215-221. ISBN: 978-80-214-4114-9.
Detail

KOCKMANN, M.; BURGET, L.; GLEMBEK, O.; FERRER, L.; ČERNOCKÝ, J. Prosodic Speaker Verification using Subspace Multinomial Models with Intersession Compensation. Proceedings of the 11th Annual Conference of the International Speech Communication Association (INTERSPEECH 2010). Proceedings of Interspeech. Makuhari, Chiba, Japan: International Speech Communication Association, 2010. p. 1061-1064. ISBN: 978-1-61782-123-3. ISSN: 1990-9772.
Detail

KOCKMANN, M.; BURGET, L.; ČERNOCKÝ, J. Brno University of Technology System for Interspeech 2010 Paralinguistic Challenge. Proceedings of the 11th Annual Conference of the International Speech Communication Association (INTERSPEECH 2010). Proceedings of Interspeech. Makuhari, Chiba: International Speech Communication Association, 2010. p. 2822-2825. ISBN: 978-1-61782-123-3. ISSN: 1990-9772.
Detail

BRUMMER, J.; BURGET, L.; KENNY, P.; MATĚJKA, P.; DE VILLIERS, E.; KARAFIÁT, M.; KOCKMANN, M.; GLEMBEK, O.; PLCHOT, O.; BAUM, D.; SENOUSSAUOI, M. ABC System description for NIST SRE 2010. Proc. NIST 2010 Speaker Recognition Evaluation. Brno: National Institute of Standards and Technology, 2010. p. 1-20.
Detail

BRÜMMER, N.; BURGET, L.; GLEMBEK, O.; HUBEIKA, V.; JANČÍK, Z.; KARAFIÁT, M.; MATĚJKA, P.; MIKOLOV, T.; PLCHOT, O.; STRASHEIM, A. BUT-AGNITIO System Description for NIST Language Recognition Evaluation 2009. Proceedings NIST 2009 Language Recognition Evaluation Workshop. Baltimore, Maryland, USA: National Institute of Standards and Technology, 2009. p. 1-7.
Detail

BURGET, L.; FAPŠO, M.; HUBEIKA, V.; GLEMBEK, O.; KARAFIÁT, M.; KOCKMANN, M.; MATĚJKA, P.; SCHWARZ, P.; ČERNOCKÝ, J. Brno University Of Technology - NIST 2008 SRE. Montreal: 2008. p. 1-28.
Detail

MARCEL, S.; MCCOOL, C.; MATĚJKA, P.; ČERNOCKÝ, J.; KITTLER, J.; GLEMBEK, O.; PLCHOT, O.; JANČÍK, Z.; LARCHER, A.; LÉVY, C. On the Results of the First Mobile Biometry (MOBIO) Face and Speaker Verification Evaluation. In Recognizing Patterns in Signals, Speech, Images, and Videos. Lecture Notes in Computer Science. Lecture Notes in Computer Science. Istanbul: Springer Verlag, 2010. p. 210-225. ISBN: 978-3-642-17710-1. ISSN: 0302-9743.
Detail

GLEMBEK, O.; BURGET, L.; KENNY, P.; KARAFIÁT, M.; MATĚJKA, P. Simplification and optimization of I-Vector Extraction. Proceedings of the 2011 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011. Praha: IEEE Signal Processing Society, 2011. p. 4516-4519. ISBN: 978-1-4577-0537-3.
Detail

KOCKMANN, M.; FERRER, L.; BURGET, L.; SHRIBERG, E.; ČERNOCKÝ, J. Recent Progress in Prosodic Speaker Verification. Proceedings of the 2011 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011. Praha: IEEE Signal Processing Society, 2011. p. 4556-4559. ISBN: 978-1-4577-0537-3.
Detail

MATĚJKA, P.; GLEMBEK, O.; CASTALDO, F.; ALAM, J.; PLCHOT, O.; KENNY, P.; BURGET, L.; ČERNOCKÝ, J. Full-covariance UBM and Heavy-tailed PLDA in I-Vector Speaker Verification. In Proceedings of the 2011 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011. Praha: IEEE Signal Processing Society, 2011. p. 4828-4831. ISBN: 978-1-4577-0537-3.
Detail

KOCKMANN, M.; BURGET, L.; ČERNOCKÝ, J. Application of speaker- and language identification state-of-the-art techniques for emotion recognition. Speech Communication, 2011, vol. 53, no. 9, p. 1172-1185. ISSN: 0167-6393.
Detail

ČERNOCKÝ, J. MOBIO D1.3 - Annual Report. Martigny: Information and Communication Technologies (ICT) 7th Framework programme, 2011. p. 0-0.
Detail

ČERNOCKÝ, J.; MATĚJKA, P.; GLEMBEK, O. MOBIO D3.4: Description and evaluation of advanced algorithms for uni-modal authentication. Martigny: Information and Communication Technologies (ICT) 7th Framework programme, 2009. p. 0-0.
Detail

MARCEL, S.; MATĚJKA, P. MOBIO D6.6: Report on the MOBIO Final Prototypes. Martigny: Information and Communication Technologies (ICT) 7th Framework programme, 2010. p. 0-0.
Detail

ČERNOCKÝ, J.; MATĚJKA, P. MOBIO D7.1: Planning of evaluation campaigns. Martigny: Information and Communication Technologies (ICT) 7th Framework programme, 2008. p. 0-0.
Detail

ČERNOCKÝ, J. MOBIO D7.3: First report on dissemination activities. Martigny: Information and Communication Technologies (ICT) 7th Framework programme, 2009. p. 0-0.
Detail

ČERNOCKÝ, J. MOBIO D7.4: Second report on dissemination activities. Martigny: Information and Communication Technologies (ICT) 7th Framework programme, 2010. p. 0-0.
Detail

PEŠÁN, J. Rozpoznávání mluvčího na mobilním telefonu. Proceedings of the 17th Conference Student EEICT 2011. Volume 2. Brno: Vysoké učení technické v Brně, 2011. s. 341-343. ISBN: 978-80-214-4272-6.
Detail

MCCOOL, C.; MARCEL, S.; MATĚJKA, P.; ČERNOCKÝ, J.; KITTLER, J.; LARCHER, A.; LÉVY, C.; MATROUF, D.; BONASTRE, J. Bi-Modal Person Recognition on a Mobile Phone: using mobile phone data. 2012 IEEE International Conference on Multimedia and Expo Workshops. Melbourne, Victoria: IEEE Computer Society, 2012. p. 635-640. ISBN: 978-1-4673-2027-6.
Detail

TRESADERN, P.; COOTES, T.; POH, N.; MATĚJKA, P.; HADID, A.; LÉVY, C.; MCCOOL, C.; MARCEL, S. Mobile Biometrics: Combined Face and Voice Verification for a Mobile Platform. IEEE PERVASIVE COMPUTING, 2013, vol. 12, no. 1, p. 79-87. ISSN: 1536-1268.
Detail

MATĚJKA, P.; GLEMBEK, O.; CIPR, T.; LARCHER, A.; BURGET, L.; SCHWARZ, P.; PLCHOT, O.; PEŠÁN, J.: VUT-SW-Search; System integration of speaker verification from speech to the audiovisual platform. www.mobioproject.org (http://www.mobioproject.org)  . URL: https://www.fit.vut.cz/research/product/199/. (software)
Detail

Odkaz

http://www.mobioproject.org/

Odpovědnost: Černocký Jan, prof. Dr. Ing.