Objective Control for TAlker VErification

Risultati finali

Suitability of existing voice biometric engines

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 Y2

This 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 compliance

This 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 spoofing

This 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 Y1

This 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 standards

This 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 data

This 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.

Corpora definition

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.

OCTAVE Website

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.

Pubblicazioni

Local spectral variability features for speaker verification

Autori: Md Sahidullah, Tomi Kinnunen
Pubblicato in: Digital Signal Processing, Numero 50, 2016, Pagina/e 1-11, ISSN 1051-2004
Editore: Academic Press
DOI: 10.1016/j.dsp.2015.10.011

Spoofing detection goes noisy: An analysis of synthetic speech detection in the presence of additive noise

Autori: Cemal Hanilçi, Tomi Kinnunen, Md Sahidullah, Aleksandr Sizov
Pubblicato in: Speech Communication, Numero 85, 2016, Pagina/e 83-97, ISSN 0167-6393
Editore: Elsevier BV
DOI: 10.1016/j.specom.2016.10.002

ASVspoof: The Automatic Speaker Verification Spoofing and Countermeasures Challenge

Autori: Zhizheng Wu, Junichi Yamagishi, Tomi Kinnunen, Cemal Hanilci, Mohammed Sahidullah, Aleksandr Sizov, Nicholas Evans, Massimiliano Todisco
Pubblicato in: IEEE Journal of Selected Topics in Signal Processing, Numero 11/4, 2017, Pagina/e 588-604, ISSN 1932-4553
Editore: Institute of Electrical and Electronics Engineers
DOI: 10.1109/JSTSP.2017.2671435

Semi-supervised speech activity detection with an application to automatic speaker verification

Autori: Alexey Sholokhov, Md Sahidullah, Tomi Kinnunen
Pubblicato in: Computer Speech & Language, Numero 47, 2018, Pagina/e 132-156, ISSN 0885-2308
Editore: Academic Press
DOI: 10.1016/j.csl.2017.07.005

DNN Filter Bank Cepstral Coefficients for Spoofing Detection

Autori: Hong Yu, Zheng-Hua Tan, Yiming Zhang, Zhanyu Ma, Jun Guo
Pubblicato in: IEEE Access, Numero 5, 2017, Pagina/e 4779-4787, ISSN 2169-3536
Editore: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/ACCESS.2017.2687041

Incorporating pass-phrase dependent background models for text-dependent speaker verification

Autori: A.K. Sarkar, Zheng-Hua Tan
Pubblicato in: Computer Speech & Language, 2017, ISSN 0885-2308
Editore: Academic Press
DOI: 10.1016/j.csl.2017.07.010

Constant Q cepstral coefficients: A spoofing countermeasure for automatic speaker verification

Autori: Massimiliano Todisco, Héctor Delgado, Nicholas Evans
Pubblicato in: Computer Speech & Language, Numero 45, 2017, Pagina/e 516-535, ISSN 0885-2308
Editore: Academic Press
DOI: 10.1016/j.csl.2017.01.001

Robust Voice Liveness Detection and Speaker Verification Using Throat Microphones

Autori: Md Sahidullah, Dennis Alexander Lehmann Thomsen, Rosa Gonzalez Hautamaki, Tomi Kinnunen, Zheng-Hua Tan, Robert Parts, Martti Pitkanen
Pubblicato in: IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2017, Pagina/e 1-1, ISSN 2329-9290
Editore: IEEE Advancing Technology for Humanity
DOI: 10.1109/taslp.2017.2760243

A New Feature for Automatic Speaker Verification Anti-Spoofing: Constant Q Cepstral Coefficients

Autori: Massimiliano Todisco, Héctor Delgado, Nicholas Evans
Pubblicato in: Odyssey 2016, 2016, Pagina/e 283-290
Editore: ISCA
DOI: 10.21437/Odyssey.2016-41

Integrated Spoofing Countermeasures and Automatic Speaker Verification: An Evaluation on ASVspoof 2015

Autori: Md. Sahidullah, Héctor Delgado, Massimiliano Todisco, Hong Yu, Tomi Kinnunen, Nicholas Evans, Zheng-Hua Tan
Pubblicato in: Interspeech 2016, 2016, Pagina/e 1700-1704
Editore: ISCA
DOI: 10.21437/Interspeech.2016-1280

Performance comparison of speaker recognition systems in presence of duration variability

Autori: Arnab Poddar, Md Sahidullah, Goutam Saha
Pubblicato in: 2015 Annual IEEE India Conference (INDICON), 2015, Pagina/e 1-6, ISBN 978-1-4673-7399-9
Editore: IEEE
DOI: 10.1109/INDICON.2015.7443464

Classifiers for synthetic speech detection: a comparison

Autori: C. Hanilçi, T. Kinnunen, M. Sahidullah, A. Sizov
Pubblicato in: Proc. Interspeech 2015, 2015
Editore: ISCA

ASVspoof 2015: the first automatic speaker verification spoofing and countermeasures challenge

Autori: Z. Wu, T. Kinnunen, N. Evans, J. Yamagishi, C. Hanilçi, M. Sahidullah, A. Sizov
Pubblicato in: Proc. Interspeech 2015, 2015
Editore: ISCA

Speaker recognition for speech under face cover

Autori: R. Saeidi, T. Niemi, H. Karppelin, J. Pohjalainen, T. Kinnunen, P. Alku
Pubblicato in: Proc. Interspeech 2015, 2015
Editore: ISCA

Discriminative multi-domain PLDA for speaker verification

Autori: Alexey Sholokhov, Tomi Kinnunen, Sandro Cumani
Pubblicato in: 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2016, Pagina/e 5030-5034, ISBN 978-1-4799-9988-0
Editore: IEEE
DOI: 10.1109/ICASSP.2016.7472635

Age-Related Voice Disguise and its Impact on Speaker Verification Accuracy

Autori: Rosa González Hautamäki, Md Sahidullah, Tomi Kinnunen, Ville Hautamäki
Pubblicato in: Odyssey 2016, 2016, Pagina/e 277-282
Editore: ISCA
DOI: 10.21437/Odyssey.2016-40

A comparison of features for synthetic speech detection

Autori: M. Sahidullah, T. Kinnunen, C. Hanilçi
Pubblicato in: Proc. Interspeech 2015, 2015
Editore: ISCA

Utterance Verification for Text-Dependent Speaker Recognition: A Comparative Assessment Using the RedDots Corpus

Autori: Tomi Kinnunen, Md. Sahidullah, Ivan Kukanov, Héctor Delgado, Massimiliano Todisco, Achintya Kr. Sarkar, Nicolai Bæk Thomsen, Ville Hautamäki, Nicholas Evans, Zheng-Hua Tan
Pubblicato in: Interspeech 2016, 2016, Pagina/e 430-434
Editore: ISCA
DOI: 10.21437/Interspeech.2016-1125

Articulation Rate Filtering of CQCC Features for Automatic Speaker Verification

Autori: Massimiliano Todisco, Héctor Delgado, Nicholas Evans
Pubblicato in: Interspeech 2016, 2016, Pagina/e 3628-3632
Editore: ISCA
DOI: 10.21437/Interspeech.2016-1140

Robust Speaker Recognition with Combined Use of Acoustic and Throat Microphone Speech

Autori: Md. Sahidullah, Rosa Gonzalez Hautamäki, Dennis Alexander Lehmann Thomsen, Tomi Kinnunen, Zheng-Hua Tan, Ville Hautamäki, Robert Parts, Martti Pitkänen
Pubblicato in: Interspeech 2016, 2016, Pagina/e 1720-1724
Editore: ISCA
DOI: 10.21437/Interspeech.2016-1153

Speaker-Dependent Dictionary-Based Speech Enhancement for Text-Dependent Speaker Verification

Autori: Nicolai Bæk Thomsen, Dennis Alexander Lehmann Thomsen, Zheng-Hua Tan, Børge Lindberg, Søren Holdt Jensen
Pubblicato in: Interspeech 2016, 2016, Pagina/e 1839-1843
Editore: ISCA
DOI: 10.21437/Interspeech.2016-763

Speech enhancement using Long Short-Term Memory based recurrent Neural Networks for noise robust Speaker Verification

Autori: Morten Kolboek, Zheng-Hua Tan, Jesper Jensen
Pubblicato in: 2016 IEEE Spoken Language Technology Workshop (SLT), 2016, Pagina/e 305-311, ISBN 978-1-5090-4903-5
Editore: IEEE
DOI: 10.1109/SLT.2016.7846281

Further optimisations of constant Q cepstral processing for integrated utterance and text-dependent speaker verification

Autori: Hector Delgado, Massimiliano Todisco, Md Sahidullah, Achintya K. Sarkar, Nicholas Evans, Tomi Kinnunen, Zheng-Hua Tan
Pubblicato in: 2016 IEEE Spoken Language Technology Workshop (SLT), 2016, Pagina/e 179-185, ISBN 978-1-5090-4903-5
Editore: IEEE
DOI: 10.1109/SLT.2016.7846262

Effects of gender information in text-independent and text-dependent speaker verification

Autori: Anssi Kanervisto, Ville Vestman, Md Sahidullah, Ville Hautamaki, Tomi Kinnunen
Pubblicato in: 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2017, Pagina/e 5360-5364, ISBN 978-1-5090-4117-6
Editore: IEEE
DOI: 10.1109/ICASSP.2017.7953180

Generalization of spoofing countermeasures: A case study with ASVspoof 2015 and BTAS 2016 corpora

Autori: Dipjyoti Paul, Md Sahidullah, Goutam Saha
Pubblicato in: 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2017, Pagina/e 2047-2051, ISBN 978-1-5090-4117-6
Editore: IEEE
DOI: 10.1109/ICASSP.2017.7952516

The I4U Mega Fusion and Collaboration for NIST Speaker Recognition Evaluation 2016

Autori: Kong Aik Lee, SRE Group
Pubblicato in: Interspeech 2017, 2017, Pagina/e 1328-1332
Editore: ISCA
DOI: 10.21437/Interspeech.2017-203

The ASVspoof 2017 Challenge: Assessing the Limits of Replay Spoofing Attack Detection

Autori: Tomi Kinnunen, Md. Sahidullah, Héctor Delgado, Massimiliano Todisco, Nicholas Evans, Junichi Yamagishi, Kong Aik Lee
Pubblicato in: Interspeech 2017, 2017, Pagina/e 2-6
Editore: ISCA
DOI: 10.21437/Interspeech.2017-1111

Improving Speaker Verification Performance in Presence of Spoofing Attacks Using Out-of-Domain Spoofed Data

Autori: Achintya Kr. Sarkar, Md. Sahidullah, Zheng-Hua Tan, Tomi Kinnunen
Pubblicato in: Interspeech 2017, 2017, Pagina/e 2611-2615
Editore: ISCA
DOI: 10.21437/Interspeech.2017-1758

Time-Varying Autoregressions for Speaker Verification in Reverberant Conditions

Autori: Ville Vestman, Dhananjaya Gowda, Md. Sahidullah, Paavo Alku, Tomi Kinnunen
Pubblicato in: Interspeech 2017, 2017, Pagina/e 1512-1516
Editore: ISCA
DOI: 10.21437/Interspeech.2017-734

Adversarial Network Bottleneck Features for Noise Robust Speaker Verification

Autori: Hong Yu, Zheng-Hua Tan, Zhanyu Ma, Jun Guo
Pubblicato in: Interspeech 2017, 2017, Pagina/e 1492-1496
Editore: ISCA
DOI: 10.21437/Interspeech.2017-883

Conditional Generative Adversarial Networks for Speech Enhancement and Noise-Robust Speaker Verification

Autori: Daniel Michelsanti, Zheng-Hua Tan
Pubblicato in: Interspeech 2017, 2017, Pagina/e 2008-2012
Editore: ISCA
DOI: 10.21437/Interspeech.2017-1620

Improving Speaker Verification Performance under Spoofing Attacks By Fusion of Different Operational Modes

Autori: S. Safavi, I. Mporas, and H. Gan
Pubblicato in: Conference IEEE CSPA, 2017
Editore: IEEE

Fraud Detection in Voice-Based Identity Authentication Applications and Services

Autori: Saeid Safavi, Hock Gan, Iosif Mporas, Reza Sotudeh
Pubblicato in: 2016 IEEE 16th International Conference on Data Mining Workshops (ICDMW), 2016, Pagina/e 1074-1081, ISBN 978-1-5090-5910-2
Editore: IEEE
DOI: 10.1109/ICDMW.2016.0155

Combination or Rule-Based and Data-Driven Fusion Methodologies for Different Speaker Verification Modes of Operation

Autori: S. Safavi and I. Mporas
Pubblicato in: Conference: IEEE CPSCom, 2017
Editore: IEEE

Effect of multi-condition training and speech enhancement methods on spoofing detection

Autori: Hong Yu, Achintya Sarkar, Dennis Alexander Lehmann Thomsen, Zheng-Hua Tan, Zhanyu Ma, Jun Guo
Pubblicato in: 2016 First International Workshop on Sensing, Processing and Learning for Intelligent Machines (SPLINE), 2016, Pagina/e 1-5, ISBN 978-1-4673-8917-4
Editore: IEEE
DOI: 10.1109/SPLIM.2016.7528399

HAPPY Team Entry to NIST OpenSAD Challenge: A Fusion of Short-Term Unsupervised and Segment i-Vector Based Speech Activity Detectors

Autori: Tomi Kinnunen, Alexey Sholokhov, Elie Khoury, Dennis Alexander Lehmann Thomsen, Md. Sahidullah, Zheng-Hua Tan
Pubblicato in: Interspeech 2016, 2016, Pagina/e 2992-2996
Editore: ISCA
DOI: 10.21437/Interspeech.2016-1281

Evaluation of Classification Algorithms for Text Dependent and Text Independent Speaker Identification

Autori: Iosif Mporas , Saeid Safavi , Hock Chye Gan, Reza Sotudeh
Pubblicato in: Proceedings of 2016 IEICE ICTF, 2016
Editore: i-scover

RedDots replayed: A new replay spoofing attack corpus for text-dependent speaker verification research

Autori: 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
Pubblicato in: 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2017, Pagina/e 5395-5399, ISBN 978-1-5090-4117-6
Editore: IEEE
DOI: 10.1109/ICASSP.2017.7953187

Text Dependent Speaker Verification Using Un-Supervised HMM-UBM and Temporal GMM-UBM

Autori: Achintya Kr. Sarkar, Zheng-Hua Tan
Pubblicato in: Interspeech 2016, 2016, Pagina/e 425-429
Editore: ISCA
DOI: 10.21437/Interspeech.2016-362

ASVspoof 2015: The First Automatic Speaker Verification Spoofing and Countermeasures Challenge

Autori: Zhizheng Wu, Tomi Kinnunen, Nicholas Evans, and Junichi Yamagishi
Pubblicato in: SLTC Newsletter, November 2015, 2015
Editore: IEEE

Improving Performance of Speaker Identification Systems Using Score Level Fusion of Two Modes of Operation

Autori: Saeid Safavi, Iosif Mporas
Pubblicato in: SPECOM 2017. Lecture Notes in Computer Science, vol 10458, 2016, Pagina/e 438-444
Editore: Springer International Publishing
DOI: 10.1007/978-3-319-66429-3_43

Improving Robustness of Speaker Verification by Fusion of Prompted Text-Dependent and Text-Independent Operation Modalities

Autori: Iosif Mporas, Saeid Safavi, Reza Sotudeh
Pubblicato in: Book, 2015, Pagina/e 378-385, ISBN 978-3-319-43957-0
Editore: Springer International Publishing
DOI: 10.1007/978-3-319-43958-7_45

Diritti di proprietà intellettuale

"Kaksoismikrofonilaite ja tämän sisätävä kuulokemikrofoni (""Dual microphone with integrated earphone"")"

Numero candidatura/pubblicazione: FI 11241
Data: 2015-12-17
Candidato/i: APLCOMP OY

"Kaksoismikrofonilaite ja tämän sisätävä kuulokemikrofoni (""Dual microphone with integrated earphone"")"

Numero candidatura/pubblicazione: FI 11241
Data: 2015-12-17
Candidato/i: APLCOMP OY

Audiovisual associative authentication method and related system.

Numero candidatura/pubblicazione: FI 20155197
Data: 2015-03-20
Candidato/i: APLCOMP OY

Audiovisual associative authentication method, related system and device

Numero candidatura/pubblicazione: BP 209598PC
Data: 2015-03-20
Candidato/i: APLCOMP OY

Risultati finali

Pubblicazioni

Diritti di proprietà intellettuale

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