Deliverables
This deliverable outlines the current state of the main areas of research relevant to design phase and development. It consists of an extended technical report that reviews in particular the leading-edge state-of-the-art voice biometric engines (both commercial and non-commercial), while considering their pros and cons from the viewpoint of OCTAVE project goals. These include robustness to background noise and channel variation, resistance against spoofing attacks, and recognition accuracy on short utterances.
OCTAVE Report on communication actions and participation in events Y2This report provides a list of journals, publications, bulletins, conferences, events and workshops where OCTAVE results will have been communicated during the second year of the project. It also includes a description of the dissemination material created to promote the project in the different attended events.
Changes to platform for Privacy complianceThis deliverable demonstrates how biometric data can be anonymized in an authentication environment. The sample platform uses multifactor authentication, where a speaker verification engine (SV) provides a strong identity factor when required. A well-supported federation protocol is used to insulate the SV both physically and logically from other identity-related data, like emails and bank accounts. The SV communicates with the authentication platform by using a token proxy, which represents the end user's identity. The ultimate goal is to reduce exposure to a single point of failure, if data leakages do happen.
Baseline voice biometric systems and their vulnerability to spoofingThis is the publishable version of D3. This deliverable is a report setting out the baseline voice biometric technologies considered for the project and analyzing their vulnerabilities to spoofing. The types of spoofing attacks presented in the report are primarily in the context of the operational modes of speaker verification which are adopted for the considered application areas.
OCTAVE report on communication actions and participation in events Y1This report provides a list of journals, publications, bulletins, conferences, events and workshops where OCTAVE results have been communicated during the first year of the project. It also includes a description of the dissemination material created to promote the project in the different attended events.
Contribution to standardsThis report will be an organised and commented collection of all contributions that the Project will have made to standard bodies, at national, European and global level. The contributions themselves will be part of the Deliverable.
Survey of the safety and security standards, procedures and technologies for the collection, transmission, storage and processing of personal dataThis document is a survey of the safety and security standards, procedures and technologies for the collection, transmission, storage and processing of personal data. Contributing to WP2 as well as to the general privacy-by-design approach in the project, this document will be the key for OCTAVE to adopt standard, secure formats for the exchange of biometric data and authentication requests/responses, such as the recently defined OpenID Connect standard.
This Deliverable describes the OCTAVE corpora definition and collection method on the basis of preliminary requirements set for trial design. It will define the various corpora needed and, if necessary, an extra integrative corpus to be implemented. Among the requirements we will also include the recommendations issued from the Ethics Committee for collection of ad hoc corpora. The expected result is a database of appropriate size, able to provide the best representation of data and boundary conditions typically encountered in real scenarios involving variations of spoken language and communication channels.
This deliverable is twofold: a report on the design of the OCTAVE website and the initial website itself (home page and some basic pages, as of indicated delivery month). The website is of course a living product, as it will be constantly informing the target audiences about the existence of the OCTAVE project and the potential benefits for companies and experts operating in the expected fields. The website will make available social-network targeted information on the themes of access control and biometric data. The website contents will address the general public (by presenting the advantages of voice biometrics for easy access to information services and critical infrastructures) and all stakeholders (e.g., enterprises requiring access control, smart service developers, educators, researchers, etc.) by providing them with outputs that are publishable according to OCTAVE classification policies.
Publications
Author(s):
Md Sahidullah, Tomi Kinnunen
Published in:
Digital Signal Processing, Issue 50, 2016, Page(s) 1-11, ISSN 1051-2004
Publisher:
Academic Press
DOI:
10.1016/j.dsp.2015.10.011
Author(s):
Cemal Hanilçi, Tomi Kinnunen, Md Sahidullah, Aleksandr Sizov
Published in:
Speech Communication, Issue 85, 2016, Page(s) 83-97, ISSN 0167-6393
Publisher:
Elsevier BV
DOI:
10.1016/j.specom.2016.10.002
Author(s):
Zhizheng Wu, Junichi Yamagishi, Tomi Kinnunen, Cemal Hanilci, Mohammed Sahidullah, Aleksandr Sizov, Nicholas Evans, Massimiliano Todisco
Published in:
IEEE Journal of Selected Topics in Signal Processing, Issue 11/4, 2017, Page(s) 588-604, ISSN 1932-4553
Publisher:
Institute of Electrical and Electronics Engineers
DOI:
10.1109/JSTSP.2017.2671435
Author(s):
Alexey Sholokhov, Md Sahidullah, Tomi Kinnunen
Published in:
Computer Speech & Language, Issue 47, 2018, Page(s) 132-156, ISSN 0885-2308
Publisher:
Academic Press
DOI:
10.1016/j.csl.2017.07.005
Author(s):
Hong Yu, Zheng-Hua Tan, Yiming Zhang, Zhanyu Ma, Jun Guo
Published in:
IEEE Access, Issue 5, 2017, Page(s) 4779-4787, ISSN 2169-3536
Publisher:
Institute of Electrical and Electronics Engineers Inc.
DOI:
10.1109/ACCESS.2017.2687041
Author(s):
A.K. Sarkar, Zheng-Hua Tan
Published in:
Computer Speech & Language, 2017, ISSN 0885-2308
Publisher:
Academic Press
DOI:
10.1016/j.csl.2017.07.010
Author(s):
Massimiliano Todisco, Héctor Delgado, Nicholas Evans
Published in:
Computer Speech & Language, Issue 45, 2017, Page(s) 516-535, ISSN 0885-2308
Publisher:
Academic Press
DOI:
10.1016/j.csl.2017.01.001
Author(s):
Md Sahidullah, Dennis Alexander Lehmann Thomsen, Rosa Gonzalez Hautamaki, Tomi Kinnunen, Zheng-Hua Tan, Robert Parts, Martti Pitkanen
Published in:
IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2017, Page(s) 1-1, ISSN 2329-9290
Publisher:
IEEE Advancing Technology for Humanity
DOI:
10.1109/taslp.2017.2760243
Author(s):
Massimiliano Todisco, Héctor Delgado, Nicholas Evans
Published in:
Odyssey 2016, 2016, Page(s) 283-290
Publisher:
ISCA
DOI:
10.21437/Odyssey.2016-41
Author(s):
Md. Sahidullah, Héctor Delgado, Massimiliano Todisco, Hong Yu, Tomi Kinnunen, Nicholas Evans, Zheng-Hua Tan
Published in:
Interspeech 2016, 2016, Page(s) 1700-1704
Publisher:
ISCA
DOI:
10.21437/Interspeech.2016-1280
Author(s):
Arnab Poddar, Md Sahidullah, Goutam Saha
Published in:
2015 Annual IEEE India Conference (INDICON), 2015, Page(s) 1-6, ISBN 978-1-4673-7399-9
Publisher:
IEEE
DOI:
10.1109/INDICON.2015.7443464
Author(s):
C. Hanilçi, T. Kinnunen, M. Sahidullah, A. Sizov
Published in:
Proc. Interspeech 2015, 2015
Publisher:
ISCA
Author(s):
Z. Wu, T. Kinnunen, N. Evans, J. Yamagishi, C. Hanilçi, M. Sahidullah, A. Sizov
Published in:
Proc. Interspeech 2015, 2015
Publisher:
ISCA
Author(s):
R. Saeidi, T. Niemi, H. Karppelin, J. Pohjalainen, T. Kinnunen, P. Alku
Published in:
Proc. Interspeech 2015, 2015
Publisher:
ISCA
Author(s):
Alexey Sholokhov, Tomi Kinnunen, Sandro Cumani
Published in:
2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2016, Page(s) 5030-5034, ISBN 978-1-4799-9988-0
Publisher:
IEEE
DOI:
10.1109/ICASSP.2016.7472635
Author(s):
Rosa González Hautamäki, Md Sahidullah, Tomi Kinnunen, Ville Hautamäki
Published in:
Odyssey 2016, 2016, Page(s) 277-282
Publisher:
ISCA
DOI:
10.21437/Odyssey.2016-40
Author(s):
M. Sahidullah, T. Kinnunen, C. Hanilçi
Published in:
Proc. Interspeech 2015, 2015
Publisher:
ISCA
Author(s):
Tomi Kinnunen, Md. Sahidullah, Ivan Kukanov, Héctor Delgado, Massimiliano Todisco, Achintya Kr. Sarkar, Nicolai Bæk Thomsen, Ville Hautamäki, Nicholas Evans, Zheng-Hua Tan
Published in:
Interspeech 2016, 2016, Page(s) 430-434
Publisher:
ISCA
DOI:
10.21437/Interspeech.2016-1125
Author(s):
Massimiliano Todisco, Héctor Delgado, Nicholas Evans
Published in:
Interspeech 2016, 2016, Page(s) 3628-3632
Publisher:
ISCA
DOI:
10.21437/Interspeech.2016-1140
Author(s):
Md. Sahidullah, Rosa Gonzalez Hautamäki, Dennis Alexander Lehmann Thomsen, Tomi Kinnunen, Zheng-Hua Tan, Ville Hautamäki, Robert Parts, Martti Pitkänen
Published in:
Interspeech 2016, 2016, Page(s) 1720-1724
Publisher:
ISCA
DOI:
10.21437/Interspeech.2016-1153
Author(s):
Nicolai Bæk Thomsen, Dennis Alexander Lehmann Thomsen, Zheng-Hua Tan, Børge Lindberg, Søren Holdt Jensen
Published in:
Interspeech 2016, 2016, Page(s) 1839-1843
Publisher:
ISCA
DOI:
10.21437/Interspeech.2016-763
Author(s):
Morten Kolboek, Zheng-Hua Tan, Jesper Jensen
Published in:
2016 IEEE Spoken Language Technology Workshop (SLT), 2016, Page(s) 305-311, ISBN 978-1-5090-4903-5
Publisher:
IEEE
DOI:
10.1109/SLT.2016.7846281
Author(s):
Hector Delgado, Massimiliano Todisco, Md Sahidullah, Achintya K. Sarkar, Nicholas Evans, Tomi Kinnunen, Zheng-Hua Tan
Published in:
2016 IEEE Spoken Language Technology Workshop (SLT), 2016, Page(s) 179-185, ISBN 978-1-5090-4903-5
Publisher:
IEEE
DOI:
10.1109/SLT.2016.7846262
Author(s):
Anssi Kanervisto, Ville Vestman, Md Sahidullah, Ville Hautamaki, Tomi Kinnunen
Published in:
2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2017, Page(s) 5360-5364, ISBN 978-1-5090-4117-6
Publisher:
IEEE
DOI:
10.1109/ICASSP.2017.7953180
Author(s):
Dipjyoti Paul, Md Sahidullah, Goutam Saha
Published in:
2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2017, Page(s) 2047-2051, ISBN 978-1-5090-4117-6
Publisher:
IEEE
DOI:
10.1109/ICASSP.2017.7952516
Author(s):
Kong Aik Lee, SRE Group
Published in:
Interspeech 2017, 2017, Page(s) 1328-1332
Publisher:
ISCA
DOI:
10.21437/Interspeech.2017-203
Author(s):
Tomi Kinnunen, Md. Sahidullah, Héctor Delgado, Massimiliano Todisco, Nicholas Evans, Junichi Yamagishi, Kong Aik Lee
Published in:
Interspeech 2017, 2017, Page(s) 2-6
Publisher:
ISCA
DOI:
10.21437/Interspeech.2017-1111
Author(s):
Achintya Kr. Sarkar, Md. Sahidullah, Zheng-Hua Tan, Tomi Kinnunen
Published in:
Interspeech 2017, 2017, Page(s) 2611-2615
Publisher:
ISCA
DOI:
10.21437/Interspeech.2017-1758
Author(s):
Ville Vestman, Dhananjaya Gowda, Md. Sahidullah, Paavo Alku, Tomi Kinnunen
Published in:
Interspeech 2017, 2017, Page(s) 1512-1516
Publisher:
ISCA
DOI:
10.21437/Interspeech.2017-734
Author(s):
Hong Yu, Zheng-Hua Tan, Zhanyu Ma, Jun Guo
Published in:
Interspeech 2017, 2017, Page(s) 1492-1496
Publisher:
ISCA
DOI:
10.21437/Interspeech.2017-883
Author(s):
Daniel Michelsanti, Zheng-Hua Tan
Published in:
Interspeech 2017, 2017, Page(s) 2008-2012
Publisher:
ISCA
DOI:
10.21437/Interspeech.2017-1620
Author(s):
S. Safavi, I. Mporas, and H. Gan
Published in:
Conference IEEE CSPA, 2017
Publisher:
IEEE
Author(s):
Saeid Safavi, Hock Gan, Iosif Mporas, Reza Sotudeh
Published in:
2016 IEEE 16th International Conference on Data Mining Workshops (ICDMW), 2016, Page(s) 1074-1081, ISBN 978-1-5090-5910-2
Publisher:
IEEE
DOI:
10.1109/ICDMW.2016.0155
Author(s):
S. Safavi and I. Mporas
Published in:
Conference: IEEE CPSCom, 2017
Publisher:
IEEE
Author(s):
Hong Yu, Achintya Sarkar, Dennis Alexander Lehmann Thomsen, Zheng-Hua Tan, Zhanyu Ma, Jun Guo
Published in:
2016 First International Workshop on Sensing, Processing and Learning for Intelligent Machines (SPLINE), 2016, Page(s) 1-5, ISBN 978-1-4673-8917-4
Publisher:
IEEE
DOI:
10.1109/SPLIM.2016.7528399
Author(s):
Tomi Kinnunen, Alexey Sholokhov, Elie Khoury, Dennis Alexander Lehmann Thomsen, Md. Sahidullah, Zheng-Hua Tan
Published in:
Interspeech 2016, 2016, Page(s) 2992-2996
Publisher:
ISCA
DOI:
10.21437/Interspeech.2016-1281
Author(s):
Iosif Mporas , Saeid Safavi , Hock Chye Gan, Reza Sotudeh
Published in:
Proceedings of 2016 IEICE ICTF, 2016
Publisher:
i-scover
Author(s):
Tomi Kinnunen, Md Sahidullah, Mauro Falcone, Luca Costantini, Rosa Gonzalez Hautamaki, Dennis Thomsen, Achintya Sarkar, Zheng-Hua Tan, Hector Delgado, Massimiliano Todisco, Nicholas Evans, Ville Hautamaki, Kong Aik Lee
Published in:
2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2017, Page(s) 5395-5399, ISBN 978-1-5090-4117-6
Publisher:
IEEE
DOI:
10.1109/ICASSP.2017.7953187
Author(s):
Achintya Kr. Sarkar, Zheng-Hua Tan
Published in:
Interspeech 2016, 2016, Page(s) 425-429
Publisher:
ISCA
DOI:
10.21437/Interspeech.2016-362
Author(s):
Zhizheng Wu, Tomi Kinnunen, Nicholas Evans, and Junichi Yamagishi
Published in:
SLTC Newsletter, November 2015, 2015
Publisher:
IEEE
Author(s):
Saeid Safavi, Iosif Mporas
Published in:
SPECOM 2017. Lecture Notes in Computer Science, vol 10458, 2016, Page(s) 438-444
Publisher:
Springer International Publishing
DOI:
10.1007/978-3-319-66429-3_43
Author(s):
Iosif Mporas, Saeid Safavi, Reza Sotudeh
Published in:
Book, 2015, Page(s) 378-385, ISBN 978-3-319-43957-0
Publisher:
Springer International Publishing
DOI:
10.1007/978-3-319-43958-7_45
Intellectual Property Rights
Application/Publication number:
FI
11241
Date:
2015-12-17
Applicant(s):
APLCOMP OY
Application/Publication number:
FI
11241
Date:
2015-12-17
Applicant(s):
APLCOMP OY
Application/Publication number:
FI
20155197
Date:
2015-03-20
Applicant(s):
APLCOMP OY
Application/Publication number:
BP
209598PC
Date:
2015-03-20
Applicant(s):
APLCOMP OY
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