Department of Computer Graphics and Multimedia

MOBIO - Mobile Biometry
Reseach leader:Černocký Jan
Team leaders:Burget Lukáš, Glembek Ondřej, Hubeika Valiantsina, Matějka Pavel, Schwarz Petr
Agency:EU-7FP-IST
Code:7E08042
Start:2008
End:2010
Keywords:speaker recognition, face recognition, mobile terminals
Annotation:
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.

Products

Publications

2012McCool Christopher S., Marcel Sebastien, Matějka Pavel, Černocký Jan, Kittler Joseph, Larcher Anthony, Lévy Christophe, Matrouf Driss, Bonastre Jean-Francois et al: Bi-Modal Person Recognition on a Mobile Phone: using mobile phone data, In: 2012 IEEE International Conference on Multimedia and Expo Workshops, Melbourne, Victoria, AU, IEEE CS, 2012, p. 635-640, ISBN 978-1-4673-2027-6
2011Černocký Jan: MOBIO D1.3 - Annual Report, Martigny, CH, EU-7FP-ICT, 2011, p. 109
 Glembek Ondřej, Burget Lukáš, Kenny Patrick, Karafiát Martin, Matějka Pavel: Simplification and optimization of I-Vector Extraction, In: Proceedings of the 2011 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011, Praha, CZ, IEEESP, 2011, p. 4516-4519, ISBN 978-1-4577-0537-3
 Kockmann Marcel, Burget Lukáš, Černocký Jan: Application of speaker- and language identification state-of-the-art techniques for emotion recognition, In: Speech Communication, Vol. 53, No. 9, 2011, Amsterdam, NL, p. 1172-1185, ISSN 0167-6393
 Kockmann Marcel, Ferrer Luciana, Burget Lukáš, Shriberg Elisabeth, Černocký Jan: Recent Progress in Prosodic Speaker Verification, In: Proceedings of the 2011 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011, Praha, CZ, IEEESP, 2011, p. 4556-4559, ISBN 978-1-4577-0537-3
 Matějka Pavel, Glembek Ondřej, Castaldo Fabio, Alam Jahangir, Plchot Oldřich, Kenny Patrick, Burget Lukáš, Černocký Jan: 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, CZ, IEEESP, 2011, p. 4828-4831, ISBN 978-1-4577-0537-3
 Pešán Jan: Rozpoznávání mluvčího na mobilním telefonu, In: Proceedings of the 17th Conference Student EEICT 2011, Brno, CZ, VUT v Brně, 2011, p. 341-343, ISBN 978-80-214-4272-6
2010Brummer Niko, Burget Lukáš, Kenny Patrick, Matějka Pavel, de Villiers Edward, Karafiát Martin, Kockmann Marcel, Glembek Ondřej, Plchot Oldřich, Baum Doris, Senoussauoi Mohammed: ABC System description for NIST SRE 2010, In: Proc. NIST 2010 Speaker Recognition Evaluation, Brno, CZ, NIST, 2010, p. 1-20
 Černocký Jan: MOBIO D7.4: Second report on dissemination activities, Martigny, CH, EU-7FP-ICT, 2010, p. 18
 Jančík Zdeněk, Plchot Oldřich, Brummer Niko, Burget Lukáš, Glembek Ondřej, Hubeika Valiantsina, Karafiát Martin, Matějka Pavel, Mikolov Tomáš, Strasheim Albert, Černocký Jan: 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, CZ, ISCA, 2010, p. 215-221, ISBN 978-80-214-4114-9
 Kockmann Marcel, Burget Lukáš, Černocký Jan: Brno University of Technology System for Interspeech 2010 Paralinguistic Challenge, In: Proceedings of the 11th Annual Conference of the International Speech Communication Association (INTERSPEECH 2010), Makuhari, Chiba, JP, ISCA, 2010, p. 2822-2825, ISBN 978-1-61782-123-3, ISSN 1990-9772
 Kockmann Marcel, Burget Lukáš, Černocký Jan: Investigations into prosodic syllable contour features for speaker recognition, In: Proc. International Conference on Acoustics, Speech, and Signal Processing, Dallas, US, IEEESP, 2010, p. 4418-4421, ISBN 978-1-4244-4296-6, ISSN 1520-6149
 Kockmann Marcel, Burget Lukáš, Glembek Ondřej, Ferrer Luciana, Černocký Jan: Prosodic Speaker Verification using Subspace Multinomial Models with Intersession Compensation, In: Proceedings of the 11th Annual Conference of the International Speech Communication Association (INTERSPEECH 2010), Makuhari, Chiba, Japan, JP, ISCA, 2010, p. 1061-1064, ISBN 978-1-61782-123-3, ISSN 1990-9772
 Marcel Sebastien, Matějka Pavel: MOBIO D6.6: Report on the MOBIO Final Prototypes, Martigny, CH, EU-7FP-ICT, 2010, p. 9
 Marcel Sebastien, McCool Christopher S., Černocký Jan, Lévy Christophe, Larcher Anthony et al: MOBIO D1.2: Annual Report, Martigny, CH, EU-7FP-ICT, 2010, p. 135
 Marcel Sebastien, McCool Christopher S., Matějka Pavel, Černocký Jan, Kittler Joseph, Glembek Ondřej, Plchot Oldřich, Jančík Zdeněk, Larcher Anthony, Lévy Christophe et al: On the Results of the First Mobile Biometry (MOBIO) Face and Speaker Verification Evaluation, In: Recognizing Patterns in Signals, Speech, Images, and Videos, Istanbul, TR, Springer, 2010, p. 210-225, ISBN 978-3-642-17710-1, ISSN 0302-9743
 Mikolov Tomáš, Plchot Oldřich, Glembek Ondřej, Matějka Pavel, Burget Lukáš, Černocký Jan: PCA-based Feature Extraction for Phonotactic Language Recognition, In: Proc. Odyssey 2010 - The Speaker and Language Recognition Workshop, Brno, CZ, ISCA, 2010, p. 251-255, ISBN 978-80-214-4114-9
2009Brümmer Niko, Burget Lukáš, Glembek Ondřej, Hubeika Valiantsina, Jančík Zdeněk, Karafiát Martin, Matějka Pavel, Mikolov Tomáš, Plchot Oldřich, Strasheim Albert: BUT-AGNITIO System Description for NIST Language Recognition Evaluation 2009, In: Proceedings NIST 2009 Language Recognition Evaluation Workshop, Baltimore, Maryland, USA, US, NIST, 2009, p. 1-7
 Brümmer Niko, Strasheim Albert, Hubeika Valiantsina, Matějka Pavel, Burget Lukáš, Glembek Ondřej: Discriminative Acoustic Language Recognition via Channel-Compensated GMM Statistics, In: Proc. Interspeech 2009, Brighton, GB, ISCA, 2009, p. 2187-2190, ISSN 1990-9772
 Burget Lukáš, Fapšo Michal, Hubeika Valiantsina, Glembek Ondřej, Karafiát Martin, Kockmann Marcel, Matějka Pavel, Schwarz Petr, Černocký Jan: BUT system for NIST 2008 speaker recognition evaluation, In: Proc. Interspeech 2009, Brighton, GB, ISCA, 2009, p. 2335-2338, ISSN 1990-9772
 Burget Lukáš, Matějka Pavel, Hubeika Valiantsina, Černocký Jan: Investigation into variants of Joint Factor Analysis for speaker recognition, In: Proc. Interspeech 2009, Brighton, GB, ISCA, 2009, p. 1263-1266, ISSN 1990-9772
 Černocký Jan, Matějka Pavel, Glembek Ondřej: MOBIO D3.4: Description and evaluation of advanced algorithms for uni-modal authentication, Martigny, CH, EU-7FP-ICT, 2009, p. 56
 Černocký Jan: MOBIO D7.3: First report on dissemination activities, Martigny, CH, EU-7FP-ICT, 2009, p. 16
 Dehak Najim, Kenny Patrick, Dehak Reda, Glembek Ondřej, Dumouchel Pierre, Burget Lukáš, Hubeika Valiantsina, Castaldo Fabio: Support vector machines and joint factor analysis for speaker verification, In: Proc. ICASSP 2009, Taiwan, TW, IEEESP, 2009, p. 4, ISBN 978-1-4244-2354-5
 Glembek Ondřej, Burget Lukáš, Dehak Najim, Brümmer Niko, Kenny Patrick: Comparison of Scoring Methods used in Speaker Recognition with Joint Factor Analysis, In: Proc. ICASSP 2009, Taipei, TW, IEEESP, 2009, p. 4, ISBN 978-1-4244-2354-5
 Hubeika Valiantsina: Speaker verification as a target-nontarget trial task, In: Proceedings of the 15th Conference and Competition STUDENT EEICT 2009, Brno, CZ, FEKT VUT, 2009, p. 5, ISBN 978-80-214-3870-5
 Matějka Pavel: Phonotactic and acoustic language recognition, Brno, CZ, VUT v Brně, 2009, p. 107
 Villalba Lopez Jesus Antonio: Segmentation Experiments for NIST SRE, Brno, CZ, FIT VUT, 2009, p. 15
2008Burget Lukáš, Fapšo Michal, Hubeika Valiantsina, Glembek Ondřej, Karafiát Martin, Kockmann Marcel, Matějka Pavel, Schwarz Petr, Černocký Jan: Brno University Of Technology - NIST 2008 SRE, Montreal, CA, 2008, p. 1-28
 Burget Lukáš, Fapšo Michal, Hubeika Valiantsina, Glembek Ondřej, Karafiát Martin, Kockmann Marcel, Matějka Pavel, Schwarz Petr, Černocký Jan: BUT system description: NIST SRE 2008, In: Proc. 2008 NIST Speaker Recognition Evaluation Workshop, Montreal, CA, NIST, 2008, p. 1-4
 Černocký Jan, Matějka Pavel: MOBIO D3.2: Report on the description and evaluation of baseline algorithms for unimodal authentication, Martigny, CH, EU-7FP-ICT, 2008, p. 74
 Černocký Jan, Matějka Pavel: MOBIO D7.1: Planning of evaluation campaigns, Martigny, CH, EU-7FP-ICT, 2008, p. 27
 Glembek Ondřej, Matějka Pavel, Burget Lukáš, Mikolov Tomáš: Advances in Phonotactic Language Recognition, In: Proc. Interspeech 2008, Brisbane, AU, ISCA, 2008, p. 4, ISSN 1990-9772
 Hubeika Valiantsina, Burget Lukáš, Matějka Pavel, Schwarz Petr: Discriminative Training and Channel Compensation for Acoustic Language Recognition, In: Proc. Interspeech 2008, Brisbane, AU, ISCA, 2008, p. 4, ISSN 1990-9772
 Jančík Zdeněk: Modelování dynamiky prosodie pro rozpoznání řečníka, In: Proceedings of the 14th Conference STUDENT EEICT 2008, Brno, CZ, FEKT VUT, 2008, p. 67-69, ISBN 978-80-214-3615-2
 Kockmann Marcel, Burget Lukáš: Contour modeling of prosodic and acoustic features for speaker recognition, In: Proc. 2008 IEEE Workshop on Spoken Language Technology, Goa, IN, IEEESP, 2008, p. 4, ISBN 978-1-4244-3472-5
 Kockmann Marcel, Burget Lukáš: Syllable based Feature-Contours for Speaker Recognition, In: Proc. 14th International Workshop on Advances in Speech Technology, Maribor, SI, 2008, p. 4
 Matějka Pavel, Burget Lukáš, Glembek Ondřej, Schwarz Petr, Hubeika Valiantsina, Fapšo Michal, Mikolov Tomáš, Plchot Oldřich, Černocký Jan: BUT language recognition system for NIST 2007 evaluations, In: Proc. Interspeech 2008, Brisbane, Australia, AU, ISCA, 2008, p. 4, ISSN 1990-9772
 Plchot Oldřich, Hubeika Valiantsina, Burget Lukáš, Schwarz Petr, Matějka Pavel: Acquisition of Telephone Data from Radio Broadcasts with Applications to Language Recognition, In: Proc. 11th International Conference on Text, Speech and Dialogue, Berlin, DE, Springer, 2008, p. 477-483, ISBN 978-3-540-87390-7

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