Ville Hautamäki

137 papers A* 1A 25B 4C 8Misc 14Journal 60Unranked 25

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Disentangling Speaker Traits for Deepfake Source Verification via Chebyshev Polynomial and Riemannian Metric Learning. CoRR Xi Xuan, Wenxin Zhang, Zhiyu Li, Jennifer Williams, Ville Hautamäki, Tomi H. Kinnunen
2025	A	`conf`	Continuous Learning for Children's ASR: Overcoming Catastrophic Forgetting with Elastic Weight Consolidation and Synaptic Intelligence. INTERSPEECH Edem Ahadzi, Vishwanath Pratap Singh, Tomi Kinnunen, Ville Hautamäki
2025	J	`jnl`	Generalizable speech deepfake detection via meta-learned LoRA. CoRR Janne Laakkonen, Ivan Kukanov, Ville Hautamäki
2025	J	`jnl`	Improving Numerical Stability of Normalized Mutual Information Estimator on High Dimensions. IEEE Signal Process. Lett. Marko Tuononen, Ville Hautamäki
2025	Misc	`conf`	Interpreting Deep Neural Network-Based Receiver Under Varying Signal-To-Noise Ratios. ICASSP Marko Tuononen, Dani Korpi, Ville Hautamäki
2025	—	`conf`	Mixture of Low-Rank Adapter Experts in Generalizable Audio Deepfake Detection. APSIPA Janne Laakkonen, Ivan Kukanov, Ville Hautamäki
2025	J	`jnl`	Mixture of Low-Rank Adapter Experts in Generalizable Audio Deepfake Detection. CoRR Janne Laakkonen, Ivan Kukanov, Ville Hautamäki
2025	C	`conf`	On the Importance of Representation in Imitating Human-Like Gameplay. CoG Ville Tanskanen, Arto Klami, Ville Hautamäki
2025	J	`jnl`	Refining Neural Activation Patterns for Layer-Level Concept Discovery in Neural Network-Based Receivers. CoRR Marko Tuononen, Duy Vu, Dani Korpi, Vesa Starck, Ville Hautamäki
2025	J	`jnl`	Targeted Fine-Tuning of DNN-Based Receivers via Influence Functions. CoRR Marko Tuononen, Heikki Penttinen, Ville Hautamäki
2025	J	`jnl`	Zero-shot World Models via Search in Memory. CoRR Federico Malato, Ville Hautamäki
2024	Misc	`conf`	Gradient Weighting for Speaker Verification in Extremely Low Signal-to-Noise Ratio. ICASSP Yi Ma, Kong Aik Lee, Ville Hautamäki, Meng Ge, Haizhou Li
2024	J	`jnl`	Gradient weighting for speaker verification in extremely low Signal-to-Noise Ratio. CoRR Yi Ma, Kong Aik Lee, Ville Hautamäki, Meng Ge, Haizhou Li
2024	J	`jnl`	Improving Numerical Stability of Normalized Mutual Information Estimator on High Dimensions. CoRR Marko Tuononen, Ville Hautamäki
2024	J	`jnl`	Interpreting Deep Neural Network-Based Receiver Under Varying Signal-To-Noise Ratios. CoRR Marko Tuononen, Dani Korpi, Ville Hautamäki
2024	—	`conf`	Meta-Learning Approaches For Improving Detection of Unseen Speech Deepfakes. SLT Ivan Kukanov, Janne Laakkonen, Tomi Kinnunen, Ville Hautamäki
2024	J	`jnl`	Meta-Learning Approaches for Improving Detection of Unseen Speech Deepfakes. CoRR Ivan Kukanov, Janne Laakkonen, Tomi Kinnunen, Ville Hautamäki
2024	J	`jnl`	Natural Language as Polices: Reasoning for Coordinate-Level Embodied Control with LLMs. CoRR Yusuke Mikami, Andrew Melnik, Jun Miura, Ville Hautamäki
2024	C	`conf`	Online Adaptation for Enhancing Imitation Learning Policies. CoG Federico Malato, Ville Hautamäki
2024	J	`jnl`	Online Adaptation for Enhancing Imitation Learning Policies. CoRR Federico Malato, Ville Hautamäki
2024	A	`conf`	ROAR: Reinforcing Original to Augmented Data Ratio Dynamics for Wav2vec2.0 Based ASR. INTERSPEECH Vishwanath Pratap Singh, Federico Malato, Ville Hautamäki, Md. Sahidullah, Tomi Kinnunen
2024	Misc	`conf`	Zero-Shot Imitation Policy Via Search In Demonstration Dataset. ICASSP Federico Malato, Florian Leopold, Andrew Melnik, Ville Hautamäki
2024	J	`jnl`	Zero-shot Imitation Policy via Search in Demonstration Dataset. CoRR Federico Malato, Florian Leopold, Andrew Melnik, Ville Hautamäki
2023	J	`jnl`	Behavioral Cloning via Search in Embedded Demonstration Dataset. CoRR Federico Malato, Florian Leopold, Ville Hautamäki, Andrew Melnik
2023	J	`jnl`	GAN-Aimbots: Using Machine Learning for Cheating in First Person Shooters. IEEE Trans. Games Anssi Kanervisto, Tomi Kinnunen, Ville Hautamäki
2023	J	`jnl`	Self-Supervised Training of Speaker Encoder With Multi-Modal Diverse Positive Pairs. IEEE ACM Trans. Audio Speech Lang. Process. Ruijie Tao, Kong Aik Lee, Rohan Kumar Das, Ville Hautamäki, Haizhou Li
2023	J	`jnl`	Towards Solving Fuzzy Tasks with Human Feedback: A Retrospective of the MineRL BASALT 2022 Competition. CoRR 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
2022	J	`jnl`	Behavioral Cloning via Search in Video PreTraining Latent Space. CoRR Federico Malato, Florian Leopold, Amogh Raut, Ville Hautamäki, Andrew Melnik
2022	J	`jnl`	GAN-Aimbots: Using Machine Learning for Cheating in First Person Shooters. CoRR Anssi Kanervisto, Tomi Kinnunen, Ville Hautamäki
2022	J	`jnl`	Improving Behavioural Cloning with Human-Driven Dynamic Dataset Augmentation. CoRR Federico Malato, Joona Jehkonen, Ville Hautamäki
2022	J	`jnl`	Optimizing Tandem Speaker Verification and Anti-Spoofing Systems. CoRR Anssi Kanervisto, Ville Hautamäki, Tomi Kinnunen, Junichi Yamagishi
2022	J	`jnl`	Optimizing Tandem Speaker Verification and Anti-Spoofing Systems. IEEE ACM Trans. Audio Speech Lang. Process. Anssi Kanervisto, Ville Hautamäki, Tomi Kinnunen, Junichi Yamagishi
2022	Misc	`conf`	Self-Supervised Speaker Recognition with Loss-Gated Learning. ICASSP Ruijie Tao, Kong Aik Lee, Rohan Kumar Das, Ville Hautamäki, Haizhou Li
2022	J	`jnl`	Self-Supervised Training of Speaker Encoder with Multi-Modal Diverse Positive Pairs. CoRR Ruijie Tao, Kong Aik Lee, Rohan Kumar Das, Ville Hautamäki, Haizhou Li
2022	J	`jnl`	The Transitive Information Theory and its Application to Deep Generative Models. CoRR Trung Ngo Trong, Najwa Laabid, Ville Hautamäki, Merja Heinäniemi
2021	C	`conf`	Distilling Reinforcement Learning Tricks for Video Games. CoG Anssi Kanervisto, Christian Scheller, Yanick Schraner, Ville Hautamäki
2021	J	`jnl`	Distilling Reinforcement Learning Tricks for Video Games. CoRR Anssi Kanervisto, Christian Scheller, Yanick Schraner, Ville Hautamäki
2021	—	`conf`	Multi-Task Learning With Attention for End-to-End Autonomous Driving. CVPR Workshops Keishi Ishihara, Anssi Kanervisto, Jun Miura, Ville Hautamäki
2021	J	`jnl`	Multi-task Learning with Attention for End-to-end Autonomous Driving. CoRR Keishi Ishihara, Anssi Kanervisto, Jun Miura, Ville Hautamäki
2021	J	`jnl`	PL-EESR: Perceptual Loss Based END-TO-END Robust Speaker Representation Extraction. CoRR Yi Ma, Kong Aik Lee, Ville Hautamäki, Haizhou Li
2021	C	`conf`	PL-EESR: Perceptual Loss Based End-to-End Robust Speaker Representation Extraction. ASRU Yi Ma, Kong Aik Lee, Ville Hautamäki, Haizhou Li
2021	—	`conf`	Towards Solving Fuzzy Tasks with Human Feedback: A Retrospective of the MineRL BASALT 2022 Competition. NeurIPS (Competition and Demos) 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
2021	J	`jnl`	VoxCeleb Enrichment for Age and Gender Recognition. CoRR Khaled Hechmi, Trung Ngo Trong, Ville Hautamäki, Tomi Kinnunen
2021	C	`conf`	Voxceleb Enrichment for Age and Gender Recognition. ASRU Khaled Hechmi, Trung Ngo Trong, Ville Hautamäki, Tomi Kinnunen
2020	C	`conf`	Action Space Shaping in Deep Reinforcement Learning. CoG Anssi Kanervisto, Christian Scheller, Ville Hautamäki
2020	J	`jnl`	Action Space Shaping in Deep Reinforcement Learning. CoRR Anssi Kanervisto, Christian Scheller, Ville Hautamäki
2020	—	`conf`	An Initial Investigation on Optimizing Tandem Speaker Verification and Countermeasure Systems Using Reinforcement Learning. Odyssey Anssi Kanervisto, Ville Hautamäki, Tomi Kinnunen, Junichi Yamagishi
2020	J	`jnl`	An initial investigation on optimizing tandem speaker verification and countermeasure systems using reinforcement learning. CoRR Anssi Kanervisto, Ville Hautamäki, Tomi Kinnunen, Junichi Yamagishi
2020	C	`conf`	Benchmarking End-to-End Behavioural Cloning on Video Games. CoG Anssi Kanervisto, Joonas Pussinen, Ville Hautamäki
2020	J	`jnl`	Benchmarking End-to-End Behavioural Cloning on Video Games. CoRR Anssi Kanervisto, Joonas Pussinen, Ville Hautamäki
2020	—	`conf`	Cost Sensitive Optimization of Deepfake Detector. APSIPA Ivan Kukanov, Janne Karttunen, Hannu Sillanpää, Ville Hautamäki
2020	J	`jnl`	Cost Sensitive Optimization of Deepfake Detector. CoRR Ivan Kukanov, Janne Karttunen, Hannu Sillanpää, Ville Hautamäki
2020	Misc	`conf`	From Video Game to Real Robot: The Transfer Between Action Spaces. ICASSP Janne Karttunen, Anssi Kanervisto, Ville Kyrki, Ville Hautamäki
2020	J	`jnl`	Maximal Figure-of-Merit Framework to Detect Multi-Label Phonetic Features for Spoken Language Recognition. IEEE ACM Trans. Audio Speech Lang. Process. Ivan Kukanov, Trung Ngo Trong, Ville Hautamäki, Sabato Marco Siniscalchi, Valerio Mario Salerno, Kong Aik Lee
2020	J	`jnl`	Playing Minecraft with Behavioural Cloning. CoRR Anssi Kanervisto, Janne Karttunen, Ville Hautamäki
2020	J	`jnl`	Policy Supervectors: General Characterization of Agents by their Behaviour. CoRR Anssi Kanervisto, Tomi Kinnunen, Ville Hautamäki
2020	J	`jnl`	Semisupervised Generative Autoencoder for Single-Cell Data. J. Comput. Biol. Trung Ngo Trong, Juha Mehtonen, Gerardo González, Roger Kramer, Ville Hautamäki, Merja Heinäniemi
2020	J	`jnl`	Transferring Monolingual Model to Low-Resource Language: The Case of Tigrinya. CoRR Abrhalei Tela, Abraham Woubie, Ville Hautamäki
2019	J	`jnl`	Do Autonomous Agents Benefit from Hearing? CoRR Abraham Woubie, Anssi Kanervisto, Janne Karttunen, Ville Hautamäki
2019	J	`jnl`	From Video Game to Real Robot: The Transfer between Action Spaces. CoRR Janne Karttunen, Anssi Kanervisto, Ville Hautamäki, Ville Kyrki
2019	A	`conf`	I4U Submission to NIST SRE 2018: Leveraging from a Decade of Shared Experiences. INTERSPEECH 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
2019	J	`jnl`	I4U Submission to NIST SRE 2018: Leveraging from a Decade of Shared Experiences. CoRR 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
2019	—	`conf`	Playing Minecraft with Behavioural Cloning. NeurIPS (Competition and Demos) Anssi Kanervisto, Janne Karttunen, Ville Hautamäki
2019	C	`conf`	ToriLLE: Learning Environment for Hand-to-Hand Combat. CoG Anssi Kanervisto, Ville Hautamäki
2019	A	`conf`	Towards Debugging Deep Neural Networks by Generating Speech Utterances. INTERSPEECH Bilal Soomro, Anssi Kanervisto, Trung Ngo Trong, Ville Hautamäki
2019	J	`jnl`	Towards Debugging Deep Neural Networks by Generating Speech Utterances. CoRR Bilal Soomro, Anssi Kanervisto, Trung Ngo Trong, Ville Hautamäki
2019	Misc	`conf`	Who Do I Sound like? Showcasing Speaker Recognition Technology by Youtube Voice Search. ICASSP Ville Vestman, Bilal Soomro, Anssi Kanervisto, Ville Hautamäki, Tomi Kinnunen
2018	—	`conf`	Enabling Spoken Dialogue Systems for Low-Resourced Languages - End-to-End Dialect Recognition for North Sami. IWSDS Trung Ngo Trong, Kristiina Jokinen, Ville Hautamäki
2018	Misc	`conf`	Maximal Figure-of-Merit Embedding for Multi-Label Audio Classification. ICASSP Ivan Kukanov, Ville Hautamäki, Kong-Aik Lee
2018	—	`conf`	Perceptual Evaluation of the Effectiveness of Voice Disguise by Age Modification. Odyssey Rosa González Hautamäki, Anssi Kanervisto, Ville Hautamäki, Tomi Kinnunen
2018	J	`jnl`	Perceptual Evaluation of the Effectiveness of Voice Disguise by Age Modification. CoRR Rosa González Hautamäki, Anssi Kanervisto, Ville Hautamäki, Tomi Kinnunen
2018	—	`conf`	Staircase Network: structural language identification via hierarchical attentive units. Odyssey Trung Ngo Trong, Ville Hautamäki, Kristiina Jokinen
2018	J	`jnl`	Staircase Network: structural language identification via hierarchical attentive units. CoRR Trung Ngo Trong, Ville Hautamäki, Kristiina Jokinen
2018	J	`jnl`	ToriLLE: Learning Environment for Hand-to-Hand Combat. CoRR Anssi Kanervisto, Ville Hautamäki
2018	J	`jnl`	Who Do I Sound Like? Showcasing Speaker Recognition Technology by YouTube Voice Search. CoRR Ville Vestman, Bilal Soomro, Anssi Kanervisto, Ville Hautamäki, Tomi Kinnunen
2017	J	`jnl`	Acoustical and perceptual study of voice disguise by age modification in speaker verification. Speech Commun. Rosa González Hautamäki, Md. Sahidullah, Ville Hautamäki, Tomi Kinnunen
2017	Misc	`conf`	Effects of gender information in text-independent and text-dependent speaker verification. ICASSP Anssi Kanervisto, Ville Vestman, Md. Sahidullah, Ville Hautamäki, Tomi Kinnunen
2017	Misc	`conf`	RedDots replayed: A new replay spoofing attack corpus for text-dependent speaker verification research. ICASSP 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
2017	A	`conf`	The I4U Mega Fusion and Collaboration for NIST Speaker Recognition Evaluation 2016. INTERSPEECH Kong-Aik Lee, Ville Hautamäki, Tomi Kinnunen, Anthony Larcher, Chunlei Zhang, Andreas Nautsch, Themos Stafylakis, Gang Liu, Mickaël Rouvier, Wei Rao, Federico Alegre, J. Ma, Man-Wai Mak, Achintya Kumar Sarkar, Héctor Delgado, Rahim Saeidi, Hagai Aronowitz, Aleksandr Sizov, Hanwu Sun, Trung Hieu Nguyen, Guangsen Wang, Bin Ma, Ville Vestman, Md. Sahidullah, M. Halonen, Anssi Kanervisto, Gaël Le Lan, Fahimeh Bahmaninezhad, Sergey Isadskiy, Christian Rathgeb, Christoph Busch, Georgios Tzimiropoulos, Q. Qian, Z. Wang, Q. Zhao, T. Wang, H. Li, J. Xue, S. Zhu, R. Jin, T. Zhao, Pierre-Michel Bousquet, Moez Ajili, Waad Ben Kheder, Driss Matrouf, Zhi Hao Lim, Chenglin Xu, Haihua Xu, Xiong Xiao, Eng Siong Chng, Benoit G. B. Fauve, Kaavya Sriskandaraja, Vidhyasaharan Sethu, W. W. Lin, Dennis Alexander Lehmann Thomsen, Zheng-Hua Tan, Massimiliano Todisco, Nicholas W. D. Evans, Haizhou Li, John H. L. Hansen, Jean-François Bonastre, Eliathamby Ambikairajah
2016	—	`conf`	Age-Related Voice Disguise and its Impact on Speaker Verification Accuracy. Odyssey Rosa González Hautamäki, Md. Sahidullah, Tomi Kinnunen, Ville Hautamäki
2016	—	`conf`	Deep Language: a comprehensive deep learning approach to end-to-end language recognition. Odyssey Trung Ngo Trong, Ville Hautamäki, Kong-Aik Lee
2016	—	`conf`	Deep learning with maximal figure-of-merit cost to advance multi-label speech attribute detection. SLT Ivan Kukanov, Ville Hautamäki, Sabato Marco Siniscalchi, Kehuang Li
2016	J	`jnl`	Fantastic 4 system for NIST 2015 Language Recognition Evaluation. CoRR 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
2016	—	`conf`	Incorporating uncertainty as a Quality Measure in I-Vector Based Language Recognition. Odyssey Amir Hossein Poorjam, Rahim Saeidi, Tomi Kinnunen, Ville Hautamäki
2016	—	`conf`	Out-of-Set i-Vector Selection for Open-set Language Identification. Odyssey Hamid Behravan, Tomi Kinnunen, Ville Hautamäki
2016	A	`conf`	Robust Speaker Recognition with Combined Use of Acoustic and Throat Microphone Speech. INTERSPEECH Md. Sahidullah, Rosa González Hautamäki, Dennis Alexander Lehmann Thomsen, Tomi Kinnunen, Zheng-Hua Tan, Ville Hautamäki, Robert Parts, Martti Pitkänen
2016	A	`conf`	The 2015 NIST Language Recognition Evaluation: The Shared View of I2R, Fantastic4 and SingaMS. INTERSPEECH 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
2016	A	`conf`	Utterance Verification for Text-Dependent Speaker Recognition: A Comparative Assessment Using the RedDots Corpus. INTERSPEECH 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
2016	A	`conf`	Variation in Spoken North Sami Language. INTERSPEECH Kristiina Jokinen, Trung Ngo Trong, Ville Hautamäki
2016	J	`jnl`	i-Vector Modeling of Speech Attributes for Automatic Foreign Accent Recognition. IEEE ACM Trans. Audio Speech Lang. Process. Hamid Behravan, Ville Hautamäki, Sabato Marco Siniscalchi, Tomi Kinnunen, Chin-Hui Lee
2015	J	`jnl`	Automatic versus human speaker verification: The case of voice mimicry. Speech Commun. Rosa González Hautamäki, Tomi Kinnunen, Ville Hautamäki, Anne-Maria Laukkanen
2015	A	`conf`	Boosting universal speech attributes classification with deep neural network for foreign accent characterization. INTERSPEECH Ville Hautamäki, Sabato Marco Siniscalchi, Hamid Behravan, Valerio Mario Salerno, Ivan Kukanov
2015	J	`jnl`	Factors affecting i-vector based foreign accent recognition: A case study in spoken Finnish. Speech Commun. Hamid Behravan, Ville Hautamäki, Tomi Kinnunen
2014	—	`conf`	A Comparison of Categorical Attribute Data Clustering Methods. S+SSPR Ville Hautamäki, Antti Pöllänen, Tomi Kinnunen, Kong-Aik Lee, Haizhou Li, Pasi Fränti
2014	Misc	`conf`	An i-vector based descriptor for alphabetical gesture recognition. ICASSP You-Chi Cheng, Ville Hautamäki, Zhen Huang, Kehuang Li, Chin-Hui Lee
2014	—	`conf`	Comparison of human listeners and speaker verification systems using voice mimicry data. Odyssey Ville Hautamäki, Rosa González Hautamäki, Tomi Kinnunen, Anne-Maria Laukkanen
2014	A	`conf`	Dialect levelling in Finnish: a universal speech attribute approach. INTERSPEECH Hamid Behravan, Ville Hautamäki, Sabato Marco Siniscalchi, Elie Khoury, Tommi Kurki, Tomi Kinnunen, Chin-Hui Lee
2014	J	`jnl`	From single to multiple enrollment i-vectors: Practical PLDA scoring variants for speaker verification. Digit. Signal Process. Padmanabhan Rajan, Anton Afanasyev, Ville Hautamäki, Tomi Kinnunen
2014	Misc	`conf`	Introducing attribute features to foreign accent recognition. ICASSP Hamid Behravan, Ville Hautamäki, Sabato Marco Siniscalchi, Tomi Kinnunen, Chin-Hui Lee
2013	A	`conf`	A blind segmentation approach to acoustic event detection based on i-vector. INTERSPEECH Zhen Huang, You-Chi Cheng, Kehuang Li, Ville Hautamäki, Chin-Hui Lee
2013	A	`conf`	Automatic regularization of cross-entropy cost for speaker recognition fusion. INTERSPEECH 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
2013	A	`conf`	Effect of multicondition training on i-vector PLDA configurations for speaker recognition. INTERSPEECH Padmanabhan Rajan, Tomi Kinnunen, Ville Hautamäki
2013	A	`conf`	Foreign accent detection from spoken Finnish using i-vectors. INTERSPEECH Hamid Behravan, Ville Hautamäki, Tomi Kinnunen
2013	A	`conf`	I-vectors meet imitators: on vulnerability of speaker verification systems against voice mimicry. INTERSPEECH Rosa González Hautamäki, Tomi Kinnunen, Ville Hautamäki, Timo Leino, Anne-Maria Laukkanen
2013	A	`conf`	I4u submission to NIST SRE 2012: a large-scale collaborative effort for noise-robust speaker verification. INTERSPEECH 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
2013	A	`conf`	Merging human and automatic system decisions to improve speaker recognition performance. INTERSPEECH Rosa González Hautamäki, Ville Hautamäki, Padmanabhan Rajan, Tomi Kinnunen
2013	A	`conf`	Minimax i-vector extractor for short duration speaker verification. INTERSPEECH Ville Hautamäki, You-Chi Cheng, Padmanabhan Rajan, Chin-Hui Lee
2013	J	`jnl`	Sparse Classifier Fusion for Speaker Verification. IEEE Trans. Speech Audio Process. Ville Hautamäki, Tomi Kinnunen, Filip Sedlak, Kong-Aik Lee, Bin Ma, Haizhou Li
2012	J	`jnl`	Random swap EM algorithm for Gaussian mixture models. Pattern Recognit. Lett. Qinpei Zhao, Ville Hautamäki, Ismo Kärkkäinen, Pasi Fränti
2012	J	`jnl`	Review of a concise introduction to data compression by David Salomon. SIGACT News Ville Hautamäki
2012	—	`conf`	Variational Bayes logistic regression as regularized fusion for NIST SRE 2010. Odyssey Ville Hautamäki, Kong-Aik Lee, Anthony Larcher, Tomi Kinnunen, Bin Ma, Haizhou Li
2011	Misc	`conf`	Classifier subset selection and fusion for speaker verification. ICASSP Filip Sedlak, Tomi Kinnunen, Ville Hautamäki, Kong-Aik Lee, Haizhou Li
2011	Misc	`conf`	RSEM: An Accelerated Algorithm on Repeated EM. ICIG Qinpei Zhao, Ville Hautamäki, Pasi Fränti
2011	A	`conf`	Regularized Logistic Regression Fusion for Speaker Verification. INTERSPEECH Ville Hautamäki, Kong-Aik Lee, Tomi Kinnunen, Bin Ma, Haizhou Li
2011	A	`conf`	Spoken Language Recognition in the Latent Topic Simplex. INTERSPEECH Kong-Aik Lee, Chang Huai You, Ville Hautamäki, Anthony Larcher, Haizhou Li
2010	—	`conf`	Ad-Hoc Georeferencing of Web-Pages Using Street-Name Prefix Trees. WEBIST (Selected Papers) Andrei Tabarcea, Ville Hautamäki, Pasi Fränti
2010	—	`conf`	Ad-hoc Georeferencing of Web-pages using Street-name Prefix Trees. WEBIST (1) Andrei Tabarcea, Ville Hautamäki, Pasi Fränti
2010	A	`conf`	Approaching human listener accuracy with modern speaker verification. INTERSPEECH Ville Hautamäki, Tomi Kinnunen, Mohaddeseh Nosratighods, Kong-Aik Lee, Bin Ma, Haizhou Li
2010	A	`conf`	Location-based search engine for multimedia phones. ICME Pasi Fränti, Andrei Tabarcea, Juha Kuittinen, Ville Hautamäki
2010	A	`conf`	Towards long-range prosodic attribute modeling for language recognition. INTERSPEECH Raymond W. M. Ng, Cheung-Chi Leung, Ville Hautamäki, Tan Lee, Bin Ma, Haizhou Li
2009	J	`jnl`	Comparative evaluation of maximum a Posteriori vector quantization and gaussian mixture models in speaker verification. Pattern Recognit. Lett. Tomi Kinnunen, Juhani Saastamoinen, Ville Hautamäki, Mikko Vinni, Pasi Fränti
2009	Misc	`conf`	Comparing maximum a posteriori vector quantization and Gaussian mixture models in speaker verification. ICASSP Tomi Kinnunen, Juhani Saastamoinen, Ville Hautamäki, Mikko Vinni, Pasi Fränti
2009	—	`conf`	Developing Speaker Recognition System: From Prototype to Practical Application. e-Forensics Pasi Fränti, Juhani Saastamoinen, Ismo Kärkkäinen, Tomi Kinnunen, Ville Hautamäki, Ilja Sidoroff
2009	B	`conf`	Random swap EM algorithm for finite mixture models in image segmentation. ICIP Qinpei Zhao, Ville Hautamäki, Ismo Kärkkäinen, Pasi Fränti
2008	B	`conf`	Knee Point Detection in BIC for Detecting the Number of Clusters. ACIVS Qinpei Zhao, Ville Hautamäki, Pasi Fränti
2008	J	`jnl`	Maximum a Posteriori Adaptation of the Centroid Model for Speaker Verification. IEEE Signal Process. Lett. Ville Hautamäki, Tomi Kinnunen, Ismo Kärkkäinen, Juhani Saastamoinen, Marko Tuononen, Pasi Fränti
2008	B	`conf`	Probabilistic clustering by random swap algorithm. ICPR Pasi Fränti, Olli Virmajoki, Ville Hautamäki
2008	J	`jnl`	Text-independent speaker recognition using graph matching. Pattern Recognit. Lett. Ville Hautamäki, Tomi Kinnunen, Pasi Fränti
2008	B	`conf`	Time-series clustering by approximate prototypes. ICPR Ville Hautamäki, Pekka Nykänen, Pasi Fränti
2006	J	`jnl`	Fast Agglomerative Clustering Using a k-Nearest Neighbor Graph. IEEE Trans. Pattern Anal. Mach. Intell. Pasi Fränti, Olli Virmajoki, Ville Hautamäki
2006	—	`conf`	On the Use of Long-Term Average Spectrum in Automatic Speaker Recognition. ISCSLP Tomi Kinnunen, Ville Hautamäki, Pasi Fränti
2006	—	`conf`	Speaker, Vocabulary and Context Independent Word Spotting System for Continuous Speech. ISCSLP Radu Timofte, Ville Hautamäki, Pasi Fränti
2005	J	`jnl`	Accuracy of MFCC-Based Speaker Recognition in Series 60 Device. EURASIP J. Adv. Signal Process. Juhani Saastamoinen, Evgeny Karpov, Ville Hautamäki, Pasi Fränti
2005	—	`conf`	Improving K-Means by Outlier Removal. SCIA Ville Hautamäki, Svetlana Cherednichenko, Ismo Kärkkäinen, Tomi Kinnunen, Pasi Fränti
2004	—	`conf`	Outlier Detection Using k-Nearest Neighbour Graph. ICPR (3) Ville Hautamäki, Ismo Kärkkäinen, Pasi Fränti
2003	A*	`conf`	Fast PNN-based Clustering Using K-nearest Neighbor Graph. ICDM Pasi Fränti, Olli Virmajoki, Ville Hautamäki
2003	A	`conf`	On the fusion of dissimilarity-based classifiers for speaker identification. INTERSPEECH Tomi Kinnunen, Ville Hautamäki, Pasi Fränti