Ville Vestman - UEFConnect

Information Publications

I am a mathematician and a computer scientist finalizing my doctoral studies in the computational speech group. My main research topic is automatic speaker recognition using modern machine learning methods.

Keywords

machine learning signal processing speaker recognition

Publications

20 items

ASVspoof 2019: spoofing countermeasures for the detection of synthesized, converted and replayed speech
Nautsch, Andreas; Wang, Xin; Evans, Nicholas; Kinnunen, Tomi; Vestman, Ville; Todisco, Massimiliano; Delgado, Hector; Sahidullah, Md; Yamagishi, Junichi; Lee, Kong Aik. 2021. IEEE transactions on biometrics, behavior, and identity science. 3: 252-265 A1 Journal article (refereed), original research
ASVtorch toolkit: Speaker verification with deep neural networks
Lee, Kong Aik; Vestman, Ville; Kinnunen, Tomi. 2021. SoftwareX. 14: 100697 A1 Journal article (refereed), original research
UIAI System for Short-Duration Speaker Verification Challenge 2020
Sahidullah, Md; Kumar Sarkar, Achintya; Vestman, Ville; Liu, Xuechen; Serizel, Romain; Kinnunen, Tomi; Tan, Zheng-Hua; Vincent, Emmanuel. Teoksessa: Wang, Hsin-Min, 2021. 2021 IEEE Spoken Language Technology Workshop (SLT) Proceedings. : 323-329. IEEE A4 Conference proceedings
ASVspoof 2019: A large-scale public database of synthetized, converted and replayed speech
Wang, Xin; Yamagishi, Junichi; Todisco, Massimiliano; Delgado, Héctor; Nautsch, Andreas; Evans, Nicholas; Sahidullah, Md; Vestman, Ville; Kinnunen, Tomi; Lee, Kong Aik; Juvela, Lauri; Alku, Paavo; Peng, Yu-Huai; Hwang, Hsin-Te; Tsao, Yu; Wang, Hsin-Min; Maguer, Sébastien Le; Becker, Markus; et al.. 2020. Computer speech and language. 64: 101114 A1 Journal article (refereed), original research
Extrapolating False Alarm Rates in Automatic Speaker Verification
Sholokhov, Alexey; Kinnunen, Tomi; Vestman, Ville; Lee, Kong Aik. Teoksessa: -, 2020. Proceedings of Interspeech 2020. : 3221-3225. International Speech Communication Association A4 Conference proceedings
Methods for fast, robust, and secure speaker recognition
Vestman, Ville. 2020. Publications of the University of Eastern Finland. Dissertations in Forestry and Natural Sciences G5 Doctoral dissertation (article)
Neural i-vectors
Vestman, Ville; Lee, Kong Aik; Kinnunen, Tomi. Teoksessa: -, 2020. Proceedings of Odyssey 2020: The Speaker and Language Recognition Workshop. : 67-74. A4 Conference proceedings
Tandem Assessment of Spoofing Countermeasures and Automatic Speaker Verification: Fundamentals
Kinnunen, Tomi; Delgado, Hector; Evans, Nicholas; Lee, Kong Aik; Vestman, Ville; Nautsch, Andreas; Todisco, Massimiliano; Wang, Xin; Sahidullah, Md; Yamagishi, Junichi; Reynolds, Douglas A. 2020. IEEE/ACM transactions on audio, speech, and language processing. 28: 2195-2210 A1 Journal article (refereed), original research
ASVspoof 2019: Future Horizons in Spoofed and Fake Audio Detection
Todisco, Massimiliano; Wang, Xin; Vestman, Ville; Sahidullah, Md; Delgado, Héctor; Nautsch, Andreas; Yamagishi, Junichi; Evans, Nicholas; Kinnunen, Tomi H; Lee, Kong Aik. Teoksessa: Kubin, Gernot; Hain, Thomas; Schuller, Björn; El Zarka, Dina; Hödl, Petra, 2019. Proceedings of Interspeech 2019. : 1008-1012. International Speech Communication Association A4 Conference proceedings
Can We Use Speaker Recognition Technology to Attack Itself? Enhancing Mimicry Attacks Using Automatic Target Speaker Selection
Kinnunen, T; Hautamäki, RG; Vestman, V; Sahidullah, M. Teoksessa: -, 2019. 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP): Proceedings. : 6146-6150. IEEE A4 Conference proceedings
I4U Submission to NIST SRE 2018: Leveraging from a Decade of Shared Experiences
Lee, Kong Aik; Hautamäki, Ville; Kinnunen, Tomi H; Yamamoto, Hitoshi; Okabe, Koji; Vestman, Ville; Huang , Jing; Ding, Guohong; Sun, Hanwu; Larcher, Anthony; Das, Rohan Kumar; Li, Haizhou; Rouvier, Mickael; Bousquet, Pierre-Michel; Rao, Wei; Wang, Qing; Zhang , Chunlei; Bahmaninezhad, Fahimeh; Delgado, Héctor; Todisco, Massimiliano. Teoksessa: -, 2019. Proceedings of the Annual Conference of the International Speech Communication Association (INTERSPEECH). : 1497-1501. International Speech Communication Association A4 Conference proceedings
Unleashing the Unused Potential of I-Vectors Enabled by GPU Acceleration
Vestman, Ville; Lee, Kong Aik; Kinnunen, Tomi H; Koshinaka, Takafumi. Teoksessa: Kubin, Gernot; Hain, Thomas; Schuller, Björn; El Zarka, Dina; Hödl, Petra, 2019. Proceedings of Interspeech 2019. : 351-355. International Speech Communication Association A4 Conference proceedings
Voice Mimicry Attacks Assisted by Automatic Speaker Verification
Vestman, Ville; Kinnunen, Tomi; González Hautamäki, Rosa; Sahidullah, Md. 2019. Computer speech and language. 2020; 59: 36-54 A1 Journal article (refereed), original research
Voice biometrics security: Extrapolating false alarm rate via hierarchical Bayesian modeling of speaker verification scores
Sholokhov, Alexey; Kinnunen, Tomi; Vestman, Ville; Aik Lee, Kong. 2019. Computer speech and language. 60: 101024 A1 Journal article (refereed), original research
Who Do I Sound Like? Showcasing Speaker Recognition Technology by Youtube Voice Search
Vestman, Ville; Soomro, Bilal; Kanervisto, Anssi; Hautamäki, Ville; Kinnunen, Tomi. Teoksessa: -, 2019. 2019 IEEE International Conference on Acoustics, Speech and Signal Processing Proceedings. : 5781-5785. IEEE A4 Conference proceedings
Speaker recognition from whispered speech: a tutorial survey and an application of time-varying linear prediction
Vestman, Ville; Gowda, Dhananjaya; Sahidullah, Md; Alku, Paavo; Kinnunen, Tomi. 2018. Speech communication. 99: 62-79 A1 Journal article (refereed), original research
Supervector Compression Strategies to Speed up I-Vector System Development
Vestman, Ville; Kinnunen, Tomi. Teoksessa: -, 2018. Proceedings of Odyssey 2018: The Speaker and Language Recognition Workshop, 26-29 June 2018, Les Sables d'Olonne, France. : 357-364. ISCA Speaker and Language Characterization SIG A4 Conference proceedings
Effects of Gender Information in Text-Independent and Text-Dependent Speaker Verification
Kanervisto Anssi, Vestman Ville, Sahidullah Md, Hautamäki Ville, Kinnunen Tomi. Teoksessa: -, 2017. Proceedings of the 42nd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2017). : 5360-5364. IEEE A4 Conference proceedings
The I4U Mega Fusion and Collaboration for NIST Speaker Recognition Evaluation 2016
Lee K A, Hautamäki V , Kinnunen T , Larcher A, Zhang C, Nautsch A , Stafylakis T, Liu G, Rouvier M, Rao W, Alegre F, Ma J, Mak M W, Sarkar A K, Delgado H, Saeidi R, Aronowitz H , Sizov A, Sun H, Nguyen T H et al [Incl Sahidullah Md, Vestman V, Halonen M, Kanervisto A]. Teoksessa: -, 2017. Proceedings of the 18th Annual Conference of the International Speech Communication Association. : 1328-1332. A4 Conference proceedings
Time-Varying Autoregressions for Speaker Verification in Reverberant Conditions
Vestman Ville, Gowda Dhananjaya, Sahidullah Md, Alku Paavo, Kinnunen Tomi. Teoksessa: -, 2017. Proceedings of the 18th Annual Conference of the International Speech Communication Association. : 1512-1516. A4 Conference proceedings