Ville Hautamäki

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 73

Top Venues

Publications

Federico Malato, Florian Leopold, Andrew Melnik, Ville Hautamäki
Zero-shot Imitation Policy via Search in Demonstration Dataset. CoRR (2024)
Yi Ma, Kong Aik Lee, Ville Hautamäki, Meng Ge, Haizhou Li
Gradient Weighting for Speaker Verification in Extremely Low Signal-to-Noise Ratio. ICASSP (2024)
Federico Malato, Florian Leopold, Andrew Melnik, Ville Hautamäki
Zero-Shot Imitation Policy Via Search In Demonstration Dataset. ICASSP (2024)
Yi Ma, Kong Aik Lee, Ville Hautamäki, Meng Ge, Haizhou Li
Gradient weighting for speaker verification in extremely low Signal-to-Noise Ratio. CoRR (2024)
Federico Malato, Ville Hautamäki
Online Adaptation for Enhancing Imitation Learning Policies. CoRR (2024)
Yusuke Mikami, Andrew Melnik, Jun Miura, Ville Hautamäki
Natural Language as Polices: Reasoning for Coordinate-Level Embodied Control with LLMs. CoRR (2024)
Stephanie Milani, Anssi Kanervisto, Karolis Ramanauskas, Sander Schulhoff, Brandon Houghton, Sharada P. Mohanty, Byron Galbraith, Ke Chen, Yan Song, Tianze Zhou, Bingquan Yu, He Liu, Kai Guan, Yujing Hu, Tangjie Lv, Federico Malato, Florian Leopold, Amogh Raut, Ville Hautamäki, Andrew Melnik, Shu Ishida, João F. Henriques, Robert Klassert, Walter Laurito, Ellen R. Novoseller, Vinicius G. Goecks, Nicholas R. Waytowich, David Watkins, Josh Miller, Rohin Shah
Towards Solving Fuzzy Tasks with Human Feedback: A Retrospective of the MineRL BASALT 2022 Competition. CoRR (2023)
Federico Malato, Florian Leopold, Ville Hautamäki, Andrew Melnik
Behavioral Cloning via Search in Embedded Demonstration Dataset. CoRR (2023)
Ruijie Tao, Kong Aik Lee, Rohan Kumar Das, Ville Hautamäki, Haizhou Li
Self-Supervised Training of Speaker Encoder With Multi-Modal Diverse Positive Pairs. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Anssi Kanervisto, Tomi Kinnunen, Ville Hautamäki
GAN-Aimbots: Using Machine Learning for Cheating in First Person Shooters. IEEE Trans. Games 15 (4) (2023)
Trung Ngo Trong, Najwa Laabid, Ville Hautamäki, Merja Heinäniemi
The Transitive Information Theory and its Application to Deep Generative Models. CoRR (2022)
Ruijie Tao, Kong Aik Lee, Rohan Kumar Das, Ville Hautamäki, Haizhou Li
Self-Supervised Speaker Recognition with Loss-Gated Learning. ICASSP (2022)
Federico Malato, Florian Leopold, Amogh Raut, Ville Hautamäki, Andrew Melnik
Behavioral Cloning via Search in Video PreTraining Latent Space. CoRR (2022)
Federico Malato, Joona Jehkonen, Ville Hautamäki
Improving Behavioural Cloning with Human-Driven Dynamic Dataset Augmentation. CoRR (2022)
Ruijie Tao, Kong Aik Lee, Rohan Kumar Das, Ville Hautamäki, Haizhou Li
Self-Supervised Training of Speaker Encoder with Multi-Modal Diverse Positive Pairs. CoRR (2022)
Anssi Kanervisto, Ville Hautamäki, Tomi Kinnunen, Junichi Yamagishi
Optimizing Tandem Speaker Verification and Anti-Spoofing Systems. IEEE ACM Trans. Audio Speech Lang. Process. 30 (2022)
Anssi Kanervisto, Tomi Kinnunen, Ville Hautamäki
GAN-Aimbots: Using Machine Learning for Cheating in First Person Shooters. CoRR (2022)
Anssi Kanervisto, Ville Hautamäki, Tomi Kinnunen, Junichi Yamagishi
Optimizing Tandem Speaker Verification and Anti-Spoofing Systems. CoRR (2022)
Yi Ma, Kong Aik Lee, Ville Hautamäki, Haizhou Li
PL-EESR: Perceptual Loss Based END-TO-END Robust Speaker Representation Extraction. CoRR (2021)
Keishi Ishihara, Anssi Kanervisto, Jun Miura, Ville Hautamäki
Multi-Task Learning With Attention for End-to-End Autonomous Driving. CVPR Workshops (2021)
Khaled Hechmi, Trung Ngo Trong, Ville Hautamäki, Tomi Kinnunen
Voxceleb Enrichment for Age and Gender Recognition. ASRU (2021)
Anssi Kanervisto, Christian Scheller, Yanick Schraner, Ville Hautamäki
Distilling Reinforcement Learning Tricks for Video Games. CoRR (2021)
Anssi Kanervisto, Christian Scheller, Yanick Schraner, Ville Hautamäki
Distilling Reinforcement Learning Tricks for Video Games. CoG (2021)
Stephanie Milani, Anssi Kanervisto, Karolis Ramanauskas, Sander Schulhoff, Brandon Houghton, Sharada P. Mohanty, Byron Galbraith, Ke Chen, Yan Song, Tianze Zhou, Bingquan Yu, He Liu, Kai Guan, Yujing Hu, Tangjie Lv, Federico Malato, Florian Leopold, Amogh Raut, Ville Hautamäki, Andrew Melnik, Shu Ishida, João F. Henriques, Robert Klassert, Walter Laurito, Lucas Cazzonelli, Cedric Kulbach, Nicholas Popovic, Marvin Schweizer, Ellen R. Novoseller, Vinicius G. Goecks, Nicholas R. Waytowich, David Watkins, Josh Miller, Rohin Shah
Towards Solving Fuzzy Tasks with Human Feedback: A Retrospective of the MineRL BASALT 2022 Competition. NeurIPS (Competition and Demos) (2021)
Khaled Hechmi, Trung Ngo Trong, Ville Hautamäki, Tomi Kinnunen
VoxCeleb Enrichment for Age and Gender Recognition. CoRR (2021)
Keishi Ishihara, Anssi Kanervisto, Jun Miura, Ville Hautamäki
Multi-task Learning with Attention for End-to-end Autonomous Driving. CoRR (2021)
Yi Ma, Kong Aik Lee, Ville Hautamäki, Haizhou Li
PL-EESR: Perceptual Loss Based End-to-End Robust Speaker Representation Extraction. ASRU (2021)
Anssi Kanervisto, Joonas Pussinen, Ville Hautamäki
Benchmarking End-to-End Behavioural Cloning on Video Games. CoG (2020)
Ivan Kukanov, Janne Karttunen, Hannu Sillanpää, Ville Hautamäki
Cost Sensitive Optimization of Deepfake Detector. CoRR (2020)
Anssi Kanervisto, Tomi Kinnunen, Ville Hautamäki
Policy Supervectors: General Characterization of Agents by their Behaviour. CoRR (2020)
Anssi Kanervisto, Christian Scheller, Ville Hautamäki
Action Space Shaping in Deep Reinforcement Learning. CoG (2020)
Ivan Kukanov, Janne Karttunen, Hannu Sillanpää, Ville Hautamäki
Cost Sensitive Optimization of Deepfake Detector. APSIPA (2020)
Anssi Kanervisto, Ville Hautamäki, Tomi Kinnunen, Junichi Yamagishi
An Initial Investigation on Optimizing Tandem Speaker Verification and Countermeasure Systems Using Reinforcement Learning. Odyssey (2020)
Trung Ngo Trong, Juha Mehtonen, Gerardo González, Roger Kramer, Ville Hautamäki, Merja Heinäniemi
Semisupervised Generative Autoencoder for Single-Cell Data. J. Comput. Biol. 27 (8) (2020)
Janne Karttunen, Anssi Kanervisto, Ville Kyrki, Ville Hautamäki
From Video Game to Real Robot: The Transfer Between Action Spaces. ICASSP (2020)
Anssi Kanervisto, Christian Scheller, Ville Hautamäki
Action Space Shaping in Deep Reinforcement Learning. CoRR (2020)
Ivan Kukanov, Trung Ngo Trong, Ville Hautamäki, Sabato Marco Siniscalchi, Valerio Mario Salerno, Kong Aik Lee
Maximal Figure-of-Merit Framework to Detect Multi-Label Phonetic Features for Spoken Language Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 28 (2020)
Anssi Kanervisto, Ville Hautamäki, Tomi Kinnunen, Junichi Yamagishi
An initial investigation on optimizing tandem speaker verification and countermeasure systems using reinforcement learning. CoRR (2020)
Abrhalei Tela, Abraham Woubie, Ville Hautamäki
Transferring Monolingual Model to Low-Resource Language: The Case of Tigrinya. CoRR (2020)
Anssi Kanervisto, Janne Karttunen, Ville Hautamäki
Playing Minecraft with Behavioural Cloning. CoRR (2020)
Anssi Kanervisto, Joonas Pussinen, Ville Hautamäki
Benchmarking End-to-End Behavioural Cloning on Video Games. CoRR (2020)
Bilal Soomro, Anssi Kanervisto, Trung Ngo Trong, Ville Hautamäki
Towards Debugging Deep Neural Networks by Generating Speech Utterances. INTERSPEECH (2019)
Abraham Woubie, Anssi Kanervisto, Janne Karttunen, Ville Hautamäki
Do Autonomous Agents Benefit from Hearing? CoRR (2019)
Ville Vestman, Bilal Soomro, Anssi Kanervisto, Ville Hautamäki, Tomi Kinnunen
Who Do I Sound like? Showcasing Speaker Recognition Technology by Youtube Voice Search. ICASSP (2019)
Anssi Kanervisto, Janne Karttunen, Ville Hautamäki
Playing Minecraft with Behavioural Cloning. NeurIPS (Competition and Demos) (2019)
Kong Aik Lee, Ville Hautamäki, Tomi Kinnunen, Hitoshi Yamamoto, Koji Okabe, Ville Vestman, Jing Huang, Guohong Ding, Hanwu Sun, Anthony Larcher, Rohan Kumar Das, Haizhou Li, Mickael Rouvier, Pierre-Michel Bousquet, Wei Rao, Qing Wang, Chunlei Zhang, Fahimeh Bahmaninezhad, Héctor Delgado, Jose Patino, Qiongqiong Wang, Ling Guo, Takafumi Koshinaka, Jiacen Zhang, Koichi Shinoda, Trung Ngo Trong, Md. Sahidullah, Fan Lu, Yun Tang, Ming Tu, Kah Kuan Teh, Tran Huy Dat, Kuruvachan K. George, Ivan Kukanov, Florent Desnous, Jichen Yang, Emre Yilmaz, Longting Xu, Jean-François Bonastre, Chenglin Xu, Zhi Hao Lim, Eng Siong Chng, Shivesh Ranjan, John H. L. Hansen, Massimiliano Todisco, Nicholas W. D. Evans
I4U Submission to NIST SRE 2018: Leveraging from a Decade of Shared Experiences. CoRR (2019)
Bilal Soomro, Anssi Kanervisto, Trung Ngo Trong, Ville Hautamäki
Towards Debugging Deep Neural Networks by Generating Speech Utterances. CoRR (2019)
Janne Karttunen, Anssi Kanervisto, Ville Hautamäki, Ville Kyrki
From Video Game to Real Robot: The Transfer between Action Spaces. CoRR (2019)
Anssi Kanervisto, Ville Hautamäki
ToriLLE: Learning Environment for Hand-to-Hand Combat. CoG (2019)
Kong Aik Lee, Ville Hautamäki, Tomi H. Kinnunen, Hitoshi Yamamoto, Koji Okabe, Ville Vestman, Jing Huang, Guohong Ding, Hanwu Sun, Anthony Larcher, Rohan Kumar Das, Haizhou Li, Mickael Rouvier, Pierre-Michel Bousquet, Wei Rao, Qing Wang, Chunlei Zhang, Fahimeh Bahmaninezhad, Héctor Delgado, Massimiliano Todisco
I4U Submission to NIST SRE 2018: Leveraging from a Decade of Shared Experiences. INTERSPEECH (2019)
Ville Vestman, Bilal Soomro, Anssi Kanervisto, Ville Hautamäki, Tomi Kinnunen
Who Do I Sound Like? Showcasing Speaker Recognition Technology by YouTube Voice Search. CoRR (2018)
Rosa González Hautamäki, Anssi Kanervisto, Ville Hautamäki, Tomi Kinnunen
Perceptual Evaluation of the Effectiveness of Voice Disguise by Age Modification. CoRR (2018)
Trung Ngo Trong, Ville Hautamäki, Kristiina Jokinen
Staircase Network: structural language identification via hierarchical attentive units. CoRR (2018)
Rosa González Hautamäki, Anssi Kanervisto, Ville Hautamäki, Tomi Kinnunen
Perceptual Evaluation of the Effectiveness of Voice Disguise by Age Modification. Odyssey (2018)
Anssi Kanervisto, Ville Hautamäki
ToriLLE: Learning Environment for Hand-to-Hand Combat. CoRR (2018)
Trung Ngo Trong, Kristiina Jokinen, Ville Hautamäki
Enabling Spoken Dialogue Systems for Low-Resourced Languages - End-to-End Dialect Recognition for North Sami. IWSDS (2018)
Trung Ngo Trong, Ville Hautamäki, Kristiina Jokinen
Staircase Network: structural language identification via hierarchical attentive units. Odyssey (2018)
Ivan Kukanov, Ville Hautamäki, Kong-Aik Lee
Maximal Figure-of-Merit Embedding for Multi-Label Audio Classification. ICASSP (2018)
Rosa González Hautamäki, Md. Sahidullah, Ville Hautamäki, Tomi Kinnunen
Acoustical and perceptual study of voice disguise by age modification in speaker verification. Speech Commun. 95 (2017)
Kong-Aik Lee, Ville Hautamäki, Tomi Kinnunen, Anthony Larcher, et al.
The I4U Mega Fusion and Collaboration for NIST Speaker Recognition Evaluation 2016. INTERSPEECH (2017)
Tomi Kinnunen, Md. Sahidullah, Mauro Falcone, Luca Costantini, Rosa González Hautamäki, Dennis Alexander Lehmann Thomsen, Achintya Kumar Sarkar, Zheng-Hua Tan, Héctor Delgado, Massimiliano Todisco, Nicholas W. D. Evans, Ville Hautamäki, Kong-Aik Lee
RedDots replayed: A new replay spoofing attack corpus for text-dependent speaker verification research. ICASSP (2017)
Anssi Kanervisto, Ville Vestman, Md. Sahidullah, Ville Hautamäki, Tomi Kinnunen
Effects of gender information in text-independent and text-dependent speaker verification. ICASSP (2017)
Hamid Behravan, Tomi Kinnunen, Ville Hautamäki
Out-of-Set i-Vector Selection for Open-set Language Identification. Odyssey (2016)
Kong-Aik Lee, Ville Hautamäki, Anthony Larcher, Wei Rao, Hanwu Sun, Trung Hieu Nguyen, Guangsen Wang, Aleksandr Sizov, Ivan Kukanov, Amir Hossein Poorjam, Trung Ngo Trong, Xiong Xiao, Chenglin Xu, Haihua Xu, Bin Ma, Haizhou Li, Sylvain Meignier
Fantastic 4 system for NIST 2015 Language Recognition Evaluation. CoRR (2016)
Amir Hossein Poorjam, Rahim Saeidi, Tomi Kinnunen, Ville Hautamäki
Incorporating uncertainty as a Quality Measure in I-Vector Based Language Recognition. Odyssey (2016)
Tomi Kinnunen, Md. Sahidullah, Ivan Kukanov, Héctor Delgado, Massimiliano Todisco, Achintya Kumar Sarkar, Nicolai Bæk Thomsen, Ville Hautamäki, Nicholas W. D. Evans, Zheng-Hua Tan
Utterance Verification for Text-Dependent Speaker Recognition: A Comparative Assessment Using the RedDots Corpus. INTERSPEECH (2016)
Kong-Aik Lee, Haizhou Li, Li Deng, Ville Hautamäki, Wei Rao, Xiong Xiao, Anthony Larcher, Hanwu Sun, Trung Hieu Nguyen, Guangsen Wang, Aleksandr Sizov, Jianshu Chen, Ivan Kukanov, Amir Hossein Poorjam, Trung Ngo Trong, Chenglin Xu, Haihua Xu, Bin Ma, Eng Siong Chng, Sylvain Meignier
The 2015 NIST Language Recognition Evaluation: The Shared View of I2R, Fantastic4 and SingaMS. INTERSPEECH (2016)
Trung Ngo Trong, Ville Hautamäki, Kong-Aik Lee
Deep Language: a comprehensive deep learning approach to end-to-end language recognition. Odyssey (2016)
Kristiina Jokinen, Trung Ngo Trong, Ville Hautamäki
Variation in Spoken North Sami Language. INTERSPEECH (2016)
Ivan Kukanov, Ville Hautamäki, Sabato Marco Siniscalchi, Kehuang Li
Deep learning with maximal figure-of-merit cost to advance multi-label speech attribute detection. SLT (2016)
Rosa González Hautamäki, Md. Sahidullah, Tomi Kinnunen, Ville Hautamäki
Age-Related Voice Disguise and its Impact on Speaker Verification Accuracy. Odyssey (2016)
Hamid Behravan, Ville Hautamäki, Sabato Marco Siniscalchi, Tomi Kinnunen, Chin-Hui Lee
i-Vector Modeling of Speech Attributes for Automatic Foreign Accent Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 24 (1) (2016)
Md. Sahidullah, Rosa González Hautamäki, Dennis Alexander Lehmann Thomsen, Tomi Kinnunen, Zheng-Hua Tan, Ville Hautamäki, Robert Parts, Martti Pitkänen
Robust Speaker Recognition with Combined Use of Acoustic and Throat Microphone Speech. INTERSPEECH (2016)
Ville Hautamäki, Sabato Marco Siniscalchi, Hamid Behravan, Valerio Mario Salerno, Ivan Kukanov
Boosting universal speech attributes classification with deep neural network for foreign accent characterization. INTERSPEECH (2015)
Hamid Behravan, Ville Hautamäki, Tomi Kinnunen
Factors affecting i-vector based foreign accent recognition: A case study in spoken Finnish. Speech Commun. 66 (2015)
Rosa González Hautamäki, Tomi Kinnunen, Ville Hautamäki, Anne-Maria Laukkanen
Automatic versus human speaker verification: The case of voice mimicry. Speech Commun. 72 (2015)
Ville Hautamäki, Antti Pöllänen, Tomi Kinnunen, Kong-Aik Lee, Haizhou Li, Pasi Fränti
A Comparison of Categorical Attribute Data Clustering Methods. S+SSPR (2014)
Ville Hautamäki, Rosa González Hautamäki, Tomi Kinnunen, Anne-Maria Laukkanen
Comparison of human listeners and speaker verification systems using voice mimicry data. Odyssey (2014)
Hamid Behravan, Ville Hautamäki, Sabato Marco Siniscalchi, Tomi Kinnunen, Chin-Hui Lee
Introducing attribute features to foreign accent recognition. ICASSP (2014)
You-Chi Cheng, Ville Hautamäki, Zhen Huang, Kehuang Li, Chin-Hui Lee
An i-vector based descriptor for alphabetical gesture recognition. ICASSP (2014)
Hamid Behravan, Ville Hautamäki, Sabato Marco Siniscalchi, Elie Khoury, Tommi Kurki, Tomi Kinnunen, Chin-Hui Lee
Dialect levelling in Finnish: a universal speech attribute approach. INTERSPEECH (2014)
Padmanabhan Rajan, Anton Afanasyev, Ville Hautamäki, Tomi Kinnunen
From single to multiple enrollment i-vectors: Practical PLDA scoring variants for speaker verification. Digit. Signal Process. 31 (2014)
Rosa González Hautamäki, Tomi Kinnunen, Ville Hautamäki, Timo Leino, Anne-Maria Laukkanen
I-vectors meet imitators: on vulnerability of speaker verification systems against voice mimicry. INTERSPEECH (2013)
Zhen Huang, You-Chi Cheng, Kehuang Li, Ville Hautamäki, Chin-Hui Lee
A blind segmentation approach to acoustic event detection based on i-vector. INTERSPEECH (2013)
Ville Hautamäki, Tomi Kinnunen, Filip Sedlak, Kong-Aik Lee, Bin Ma, Haizhou Li
Sparse Classifier Fusion for Speaker Verification. IEEE Trans. Speech Audio Process. 21 (8) (2013)
Hamid Behravan, Ville Hautamäki, Tomi Kinnunen
Foreign accent detection from spoken Finnish using i-vectors. INTERSPEECH (2013)
Ville Hautamäki, Kong-Aik Lee, David A. van Leeuwen, Rahim Saeidi, Anthony Larcher, Tomi Kinnunen, Taufiq Hasan, Seyed Omid Sadjadi, Gang Liu, Hynek Boril, John H. L. Hansen, Benoit G. B. Fauve
Automatic regularization of cross-entropy cost for speaker recognition fusion. INTERSPEECH (2013)
Rahim Saeidi, Kong-Aik Lee, Tomi Kinnunen, Tawfik Hasan, Benoit G. B. Fauve, Pierre-Michel Bousquet, Elie Khoury, Pablo Luis Sordo Martinez, Jia Min Karen Kua, Changhuai You, Hanwu Sun, Anthony Larcher, Padmanabhan Rajan, Ville Hautamäki, Cemal Hanilçi, Billy Braithwaite, Rosa González Hautamäki, Seyed Omid Sadjadi, Gang Liu, Hynek Boril, Navid Shokouhi, Driss Matrouf, Laurent El Shafey, Pejman Mowlaee, Julien Epps, Tharmarajah Thiruvaran, David A. van Leeuwen, Bin Ma, Haizhou Li, John H. L. Hansen, Jean-François Bonastre, Sébastien Marcel, John S. D. Mason, Eliathamby Ambikairajah
I4u submission to NIST SRE 2012: a large-scale collaborative effort for noise-robust speaker verification. INTERSPEECH (2013)
Padmanabhan Rajan, Tomi Kinnunen, Ville Hautamäki
Effect of multicondition training on i-vector PLDA configurations for speaker recognition. INTERSPEECH (2013)
Ville Hautamäki, You-Chi Cheng, Padmanabhan Rajan, Chin-Hui Lee
Minimax i-vector extractor for short duration speaker verification. INTERSPEECH (2013)
Rosa González Hautamäki, Ville Hautamäki, Padmanabhan Rajan, Tomi Kinnunen
Merging human and automatic system decisions to improve speaker recognition performance. INTERSPEECH (2013)
Ville Hautamäki, Kong-Aik Lee, Anthony Larcher, Tomi Kinnunen, Bin Ma, Haizhou Li
Variational Bayes logistic regression as regularized fusion for NIST SRE 2010. Odyssey (2012)
Ville Hautamäki
Review of a concise introduction to data compression by David Salomon. SIGACT News 43 (2) (2012)
Qinpei Zhao, Ville Hautamäki, Ismo Kärkkäinen, Pasi Fränti
Random swap EM algorithm for Gaussian mixture models. Pattern Recognit. Lett. 33 (16) (2012)
Qinpei Zhao, Ville Hautamäki, Pasi Fränti
RSEM: An Accelerated Algorithm on Repeated EM. ICIG (2011)
Kong-Aik Lee, Chang Huai You, Ville Hautamäki, Anthony Larcher, Haizhou Li
Spoken Language Recognition in the Latent Topic Simplex. INTERSPEECH (2011)
Ville Hautamäki, Kong-Aik Lee, Tomi Kinnunen, Bin Ma, Haizhou Li
Regularized Logistic Regression Fusion for Speaker Verification. INTERSPEECH (2011)
Filip Sedlak, Tomi Kinnunen, Ville Hautamäki, Kong-Aik Lee, Haizhou Li
Classifier subset selection and fusion for speaker verification. ICASSP (2011)
Andrei Tabarcea, Ville Hautamäki, Pasi Fränti
Ad-Hoc Georeferencing of Web-Pages Using Street-Name Prefix Trees. WEBIST (Selected Papers) (2010)
Raymond W. M. Ng, Cheung-Chi Leung, Ville Hautamäki, Tan Lee, Bin Ma, Haizhou Li
Towards long-range prosodic attribute modeling for language recognition. INTERSPEECH (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Ville Hautamäki