
ANSSI KANERVISTO
Early Stage Researcher
PhD student
Focus on studying machine learning methods with help of video games as a benchmark
Contact info
Organization
Faculty of Science and Forestry, School of Computing
anssi.kanervisto@uef.fi
Phone
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Research groups
Publications
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Action Space Shaping in Deep Reinforcement Learning. Kanervisto, Anssi; Scheller, Christian; Hautamäki, Ville / 2020 IEEE Conference on Games (CoG). 2020. 2020
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An Initial Investigation on Optimizing Tandem Speaker Verification and Countermeasure Systems Using Reinforcement Learning. Kanervisto, Anssi; Hautamäki, Ville; Kinnunen, Tomi; Yamagishi, Junichi / Proceedings of Odyssey 2020: The Speaker and Language Recognition Workshop. 2020. 2020
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Benchmarking End-to-End Behavioural Cloning on Video Games. Kanervisto, Anssi ; Pussinen, Joonas ; Hautamäki, Ville / 2020 IEEE Conference on Games (CoG). 2020. 2020
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From Video Game to Real Robot: The Transfer Between Action Spaces. Karttunen, Janne; Kanervisto, Anssi; Kyrki, Ville; Hautamäki, Ville / 2020 IEEE International Conference on Acoustics, Speech, and Signal Processing: Proceedings. 2020. 2020
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Playing Minecraft with Behavioural Cloning. Kanervisto, Anssi; Karttunen, Janne; Hautamäki, Ville. Proceedings of Machine Learning Research. 2020. 2020
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ToriLLE: Learning environment for hand-to-hand combat. Kanervisto, Anssi; Hautamäki, Ville / IEEE Conference on Games 2019, London, United Kingdom, 20-23 August 2019. 2019. 2019
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Towards Debugging Deep Neural Networks by Generating Speech Utterances. Soomro, Bilal; Kanervisto, Anssi; Trong, Trung Ngo; Hautamäki, Ville / Proceedings of the Annual Conference of the International Speech Communication Association (INTERSPEECH). 2019. 2019
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Who Do I Sound Like? Showcasing Speaker Recognition Technology by Youtube Voice Search. Vestman, Ville; Soomro, Bilal; Kanervisto, Anssi; Hautamäki, Ville; Kinnunen, Tomi / 2019 IEEE International Conference on Acoustics, Speech and Signal Processing Proceedings. 2019. 2019
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Augmenting Microsurgical Training: Microsurgical Instrument Detection Using Convolutional Neural Networks. Leppänen, Tomi; Vrzakova, Hana; Bednarik, Roman; Kanervisto, Anssi; Elomaa, Antti-Pekka; Huotarinen, Antti; Bartczak, Piotr; Fraunberg, Mikael; Jääskeläinen, Juha E / Proceedings: 31st IEEE International Symposium on Computer-Based Medical Systems - CBMS 2018. 2018. 2018
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Perceptual Evaluation of the Effectiveness of Voice Disguise by Age Modification. Gonzales Hautamäki, Rosa; Kanervisto, Anssi; Hautamäki, Ville; Kinnunen, Tomi / Proceedings of Odyssey 2018: The Speaker and Language Recognition Workshop, 26-29 June 2018, Les Sables d'Olonne, France. 2018. 2018