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

Email

anssi.kanervisto@uef.fi

Phone

-

Research groups

Computational speech group

Publications

Action Space Shaping in Deep Reinforcement Learning. Kanervisto, Anssi; Scheller, Christian; Hautamäki, Ville / 2020 IEEE Conference on Games (CoG). 2020. 2020
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
Benchmarking End-to-End Behavioural Cloning on Video Games. Kanervisto, Anssi ; Pussinen, Joonas ; Hautamäki, Ville / 2020 IEEE Conference on Games (CoG). 2020. 2020
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
Playing Minecraft with Behavioural Cloning. Kanervisto, Anssi; Karttunen, Janne; Hautamäki, Ville. Proceedings of Machine Learning Research. 2020. 2020
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
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
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
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
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
Deng Yuntian, Kanervisto Anssi, Ling Jeffrey, Rush Alexander M. 2017. Image-to-Markup Generation with Coarse-to-Fine Attention. Proceedings of Machine Learning Research 70: 10 pages. 2017
Kanervisto Anssi, Vestman Ville, Sahidullah Md, Hautamäki Ville, Kinnunen Tomi. 2017. Effects of Gender Information in Text-Independent and Text-Dependent Speaker Verification. In: - (ed.) , Proceedings of the 42nd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2017). IEEE. Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing 2017. s. 5360-5364. 2017
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]. 2017. The I4U Mega Fusion and Collaboration for NIST Speaker Recognition Evaluation 2016. In: - (ed.) , Proceedings of the 18th Annual Conference of the International Speech Communication Association. Interspeech 2017. s. 1328-1332. 2017