Tomi Kinnunen
Professor
School of Computing, Faculty of Science, Forestry and Technology
[email protected] | +358 50 442 2647
Tomi H. Kinnunen is a Professor at the University of Eastern Finland. He received the Ph.D. degree in computer science from the University of Joensuu in 2005. From 2005 to 2007, he was an associate scientist at the Institute for Infocomm Research (I2R) in Singapore. Since 2007, he has been with UEF. In 2010-2012, he was funded by a post-doctoral grant from Academy of Finland focusing on speaker recognition. He has been a PI or co-PI in three other large Academy of Finland funded projects on speaker recognition and voice anti-spoofing, and a partner in H2020-funded OCTAVE project focusing on voice biometrics for physical and logical access control. He chaired Odyssey 2014 workshop and served as an associate editor in Digital Signal Processing. From 2015 to 2018, he served as an associate editor in IEEE/ACM Trans. on Audio, Speech and Language Processing and from 2016 to 2018 as a Subject Editor in Speech Communication. Between 2015 and 2016 he visited 6 months at National Institute of Informatics (NII), Japan, under a mobility grant from Academy of Finland, with focus on voice conversion and spoofing. Since 2017, he has been Associate Professor at UEF, where he leads Computational Speech Group (https://www.uef.fi/web/speech). He is known as one of the co-founders of ASVspoof challenge (www.asvspoof.org), a non-profit initiate that seeks to evaluate and improve security of voice biometric solutions under spoofing attacks.
Research interests:
– Speaker and language recognition (in wide sense; includes automatic and perceptual methods)
– Spoofing and countermeasures for speaker recognition
– Voice transformation
– Application of my research to other bioacoustic signals
Publications
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ASVspoof 5: Design, collection and validation of resources for spoofing, deepfake, and adversarial attack detection using crowdsourced speech
Wang, Xin; Delgado, Héctor; Tak, Hemlata; Jung, Jee-weon; Shim, Hye-jin; Todisco, Massimiliano; Kukanov, Ivan; Liu, Xuechen; Sahidullah, Md; Kinnunen, Tomi; Evans, Nicholas; Lee, Kong Aik; Yamagishi, Junichi; Jeong, Myeonghun; Zhu, Ge; Zang, Yongyi; Zhang, You; Maiti, Soumi; Lux, Florian; Müller, Nicolas; Zhang, Wangyou; Sun, Chengzhe; Hou, Shuwei; Lyu, Siwei; Le Maguer, Sébastien; Gong, Cheng; Guo, Hanjie; Chen, Liping; Singh, Vishwanath, 2025, Computer speech and language, 95, 101825. A1 Journal article (refereed), original research -
An Explainable Probabilistic Attribute Embedding Approach for Spoofed Speech Characterization
Chhibber, Manasi; Mishra, Jagabandhu; Shim, Hye Jin; Kinnunen, Tomi H, 2025, Babu, R Venkatesh; Selvi, Sethu, ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 1-5. A4 Conference proceedings -
Causal Structure Discovery for Error Diagnostics of Children's ASR
Singh, Vishwanath Pratap; Sahidullah, Md; Kinnunen, Tomi, 2025, 2900-2904. A4 Conference proceedings -
Causal analysis of ASR errors for children: Quantifying the impact of physiological, cognitive, and extrinsic factors
Singh, Vishwanath Pratap; Sahidullah, Md; Kinnunen, Tomi H, 2025, Computer speech and language, 95, 101859. A1 Journal article (refereed), original research -
Continuous Learning for Children's ASR: Overcoming Catastrophic Forgetting with Elastic Weight Consolidation and Synaptic Intelligence
Ahadzi, Edem; Pratap Singh, Vishwanath; Kinnunen, Tomi; Hautamaki, Ville, 2025, 2880-2884. A4 Conference proceedings -
Explaining Speaker and Spoof Embeddings via Probing
Liu, Xuechen; Yamagishi, Junichi; Sahidullah, Md; Kinnunen, Tomi, 2025, Babu, R Venkatesh; Selvi, Sethu, ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 1-5. A4 Conference proceedings -
FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents
Hopponen, Satu; Kinnunen, Tomi; Nikolaev, Alexandre, González-Hautamäki, Rosa; Tavi, Lauri; Meister, Einar, 2025, 364–368. A4 Conference proceedings -
Investigating the Potential of Multi-Stage Score Fusion in Spoofing-Aware Speaker Verification
Kurnaz, Oğuzhan; Kinnunen, Tomi H; Hanilçi, Cemal, 2025, Ekin, Emine, 33rd Signal Processing and Communications Applications Conference (SIU): Conference Proceedings, 1-4, Signal processing and communications applications conference. A4 Conference proceedings -
Multilingual Source Tracing of Speech Deepfakes: A First Benchmark
Xuan, Xi; Xiao, Yang; Das, Rohan Kumar; Kinnunen, Tomi, 2025, Proceedings of the 5th Symposium on Security and Privacy in Speech Communication, 27-34. D3 Professional conference proceedings -
Optimizing a-DCF for Spoofing-Robust Speaker Verification
Kurnaz, Oguzhan; Mishra, Jagabandhu; Kinnunen, Tomi H; Hanilci, Cemal, 2025, IEEE signal processing letters, 32, 1081-1085. A1 Journal article (refereed), original research
