Fast PNN-based Clustering Using K-nearest Neighbor Graph. - Pasi Fränti; Olli Virmajoki; Ville Hautamäki (ICDM, 2003)

On the fusion of dissimilarity-based classifiers for speaker identification. - Tomi Kinnunen; Ville Hautamäki; Pasi Fränti (INTERSPEECH, 2003)

Outlier Detection Using k-Nearest Neighbour Graph. - Ville Hautamäki; Ismo Kärkkäinen; Pasi Fränti (ICPR (3), 2004)

Improving K-Means by Outlier Removal. - Ville Hautamäki; Svetlana Cherednichenko; Ismo Kärkkäinen; Tomi Kinnunen; Pasi Fränti (SCIA, 2005)

Accuracy of MFCC-Based Speaker Recognition in Series 60 Device. - Juhani Saastamoinen; Evgeny Karpov; Ville Hautamäki; Pasi Fränti (EURASIP J. Adv. Signal Process., 2005)

On the Use of Long-Term Average Spectrum in Automatic Speaker Recognition. - Tomi Kinnunen; Ville Hautamäki; Pasi Fränti (ISCSLP, 2006)

Speaker, Vocabulary and Context Independent Word Spotting System for Continuous Speech. - Radu Timofte; Ville Hautamäki; Pasi Fränti (ISCSLP, 2006)

Fast Agglomerative Clustering Using a k-Nearest Neighbor Graph. - Pasi Fränti; Olli Virmajoki; Ville Hautamäki (IEEE Trans. Pattern Anal. Mach. Intell., 2006)

Knee Point Detection in BIC for Detecting the Number of Clusters. - Qinpei Zhao; Ville Hautamäki; Pasi Fränti (ACIVS, 2008)

Probabilistic clustering by random swap algorithm. - Pasi Fränti; Olli Virmajoki; Ville Hautamäki (ICPR, 2008)

Time-series clustering by approximate prototypes. - Ville Hautamäki; Pekka Nykänen; Pasi Fränti (ICPR, 2008)

Text-independent speaker recognition using graph matching. - Ville Hautamäki; Tomi Kinnunen; Pasi Fränti (Pattern Recognit. Lett., 2008)

Maximum a Posteriori Adaptation of the Centroid Model for Speaker Verification. - Ville Hautamäki; Tomi Kinnunen; Ismo Kärkkäinen; Juhani Saastamoinen; Marko Tuononen; Pasi Fränti (IEEE Signal Process. Lett., 2008)

Developing Speaker Recognition System: From Prototype to Practical Application. - Pasi Fränti; Juhani Saastamoinen; Ismo Kärkkäinen; Tomi Kinnunen; Ville Hautamäki; Ilja Sidoroff (e-Forensics, 2009)

Comparing maximum a posteriori vector quantization and Gaussian mixture models in speaker verification. - Tomi Kinnunen; Juhani Saastamoinen; Ville Hautamäki; Mikko Vinni; Pasi Fränti (ICASSP, 2009)

Random swap EM algorithm for finite mixture models in image segmentation. - Qinpei Zhao; Ville Hautamäki; Ismo Kärkkäinen; Pasi Fränti (ICIP, 2009)

Comparative evaluation of maximum a Posteriori vector quantization and gaussian mixture models in speaker verification. - Tomi Kinnunen; Juhani Saastamoinen; Ville Hautamäki; Mikko Vinni; Pasi Fränti (Pattern Recognit. Lett., 2009)

Location-based search engine for multimedia phones. - Pasi Fränti; Andrei Tabarcea; Juha Kuittinen; Ville Hautamäki (ICME, 2010)

Approaching human listener accuracy with modern speaker verification. - Ville Hautamäki; Tomi Kinnunen; Mohaddeseh Nosratighods; Kong-Aik Lee; Bin Ma 001; Haizhou Li 001 (INTERSPEECH, 2010)

Towards long-range prosodic attribute modeling for language recognition. - Raymond W. M. Ng; Cheung-Chi Leung; Ville Hautamäki; Tan Lee 001; Bin Ma 001; Haizhou Li 001 (INTERSPEECH, 2010)

Ad-Hoc Georeferencing of Web-Pages Using Street-Name Prefix Trees. - Andrei Tabarcea; Ville Hautamäki; Pasi Fränti (WEBIST (Selected Papers), 2010)

Classifier subset selection and fusion for speaker verification. - Filip Sedlak; Tomi Kinnunen; Ville Hautamäki; Kong-Aik Lee; Haizhou Li 001 (ICASSP, 2011)

RSEM: An Accelerated Algorithm on Repeated EM. - Qinpei Zhao; Ville Hautamäki; Pasi Fränti (ICIG, 2011)

Regularized Logistic Regression Fusion for Speaker Verification. - Ville Hautamäki; Kong-Aik Lee; Tomi Kinnunen; Bin Ma 001; Haizhou Li 001 (INTERSPEECH, 2011)

Spoken Language Recognition in the Latent Topic Simplex. - Kong-Aik Lee; Chang Huai You; Ville Hautamäki; Anthony Larcher; Haizhou Li 001 (INTERSPEECH, 2011)

Variational Bayes logistic regression as regularized fusion for NIST SRE 2010. - Ville Hautamäki; Kong-Aik Lee; Anthony Larcher; Tomi Kinnunen; Bin Ma 001; Haizhou Li 001 (Odyssey, 2012)

Random swap EM algorithm for Gaussian mixture models. - Qinpei Zhao; Ville Hautamäki; Ismo Kärkkäinen; Pasi Fränti (Pattern Recognit. Lett., 2012)

Review of a concise introduction to data compression by David Salomon. - Ville Hautamäki (SIGACT News, 2012)

Foreign accent detection from spoken Finnish using i-vectors. - Hamid Behravan; Ville Hautamäki; Tomi Kinnunen (INTERSPEECH, 2013)

Minimax i-vector extractor for short duration speaker verification. - Ville Hautamäki; You-Chi Cheng; Padmanabhan Rajan; Chin-Hui Lee 001 (INTERSPEECH, 2013)

Merging human and automatic system decisions to improve speaker recognition performance. - Rosa González Hautamäki; Ville Hautamäki; Padmanabhan Rajan; Tomi Kinnunen (INTERSPEECH, 2013)

I-vectors meet imitators: on vulnerability of speaker verification systems against voice mimicry. - Rosa González Hautamäki; Tomi Kinnunen; Ville Hautamäki; Timo Leino; Anne-Maria Laukkanen (INTERSPEECH, 2013)

Automatic regularization of cross-entropy cost for speaker recognition fusion. - Ville Hautamäki; Kong-Aik Lee; David A. van Leeuwen; Rahim Saeidi; Anthony Larcher; Tomi Kinnunen; Taufiq Hasan; Seyed Omid Sadjadi; Gang Liu 001; Hynek Boril; John H. L. Hansen; Benoit G. B. Fauve (INTERSPEECH, 2013)

A blind segmentation approach to acoustic event detection based on i-vector. - Zhen Huang 001; You-Chi Cheng; Kehuang Li; Ville Hautamäki; Chin-Hui Lee 001 (INTERSPEECH, 2013)

Effect of multicondition training on i-vector PLDA configurations for speaker recognition. - Padmanabhan Rajan; Tomi Kinnunen; Ville Hautamäki (INTERSPEECH, 2013)

I4u submission to NIST SRE 2012: a large-scale collaborative effort for noise-robust speaker verification. - Rahim Saeidi; Kong-Aik Lee; Tomi Kinnunen; Tawfik Hasan; Benoit G. B. Fauve; Pierre-Michel Bousquet; Elie Khoury 001; Pablo Luis Sordo Martinez; Jia Min Karen Kua; Changhuai You; Hanwu Sun; Anthony Larcher; et al. (INTERSPEECH, 2013)

Sparse Classifier Fusion for Speaker Verification. - Ville Hautamäki; Tomi Kinnunen; Filip Sedlak; Kong-Aik Lee; Bin Ma 001; Haizhou Li 001 (IEEE Trans. Speech Audio Process., 2013)

Introducing attribute features to foreign accent recognition. - Hamid Behravan; Ville Hautamäki; Sabato Marco Siniscalchi; Tomi Kinnunen; Chin-Hui Lee 001 (ICASSP, 2014)

An i-vector based descriptor for alphabetical gesture recognition. - You-Chi Cheng; Ville Hautamäki; Zhen Huang 001; Kehuang Li; Chin-Hui Lee 001 (ICASSP, 2014)

Dialect levelling in Finnish: a universal speech attribute approach. - Hamid Behravan; Ville Hautamäki; Sabato Marco Siniscalchi; Elie Khoury 001; Tommi Kurki; Tomi Kinnunen; Chin-Hui Lee 001 (INTERSPEECH, 2014)

Comparison of human listeners and speaker verification systems using voice mimicry data. - Ville Hautamäki; Rosa González Hautamäki; Tomi Kinnunen; Anne-Maria Laukkanen (Odyssey, 2014)

A Comparison of Categorical Attribute Data Clustering Methods. - Ville Hautamäki; Antti Pöllänen; Tomi Kinnunen; Kong-Aik Lee; Haizhou Li 001; Pasi Fränti (S+SSPR, 2014)

From single to multiple enrollment i-vectors: Practical PLDA scoring variants for speaker verification. - Padmanabhan Rajan; Anton Afanasyev; Ville Hautamäki; Tomi Kinnunen (Digit. Signal Process., 2014)

Boosting universal speech attributes classification with deep neural network for foreign accent characterization. - Ville Hautamäki; Sabato Marco Siniscalchi; Hamid Behravan; Valerio Mario Salerno; Ivan Kukanov (INTERSPEECH, 2015)

Factors affecting i-vector based foreign accent recognition: A case study in spoken Finnish. - Hamid Behravan; Ville Hautamäki; Tomi Kinnunen (Speech Commun., 2015)

Automatic versus human speaker verification: The case of voice mimicry. - Rosa González Hautamäki; Tomi Kinnunen; Ville Hautamäki; Anne-Maria Laukkanen (Speech Commun., 2015)

Variation in Spoken North Sami Language. - Kristiina Jokinen; Trung Ngo Trong; Ville Hautamäki (INTERSPEECH, 2016)

Utterance Verification for Text-Dependent Speaker Recognition: A Comparative Assessment Using the RedDots Corpus. - 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 (INTERSPEECH, 2016)

The 2015 NIST Language Recognition Evaluation: The Shared View of I2R, Fantastic4 and SingaMS. - Kong-Aik Lee; Haizhou Li 001; Li Deng 001; Ville Hautamäki; Wei Rao 002; Xiong Xiao; Anthony Larcher; Hanwu Sun; Trung Hieu Nguyen 001; Guangsen Wang; Aleksandr Sizov; Jianshu Chen; et al. (INTERSPEECH, 2016)

Robust Speaker Recognition with Combined Use of Acoustic and Throat Microphone Speech. - Md. Sahidullah; Rosa González Hautamäki; Dennis Alexander Lehmann Thomsen; Tomi Kinnunen; Zheng-Hua Tan; Ville Hautamäki; Robert Parts; Martti Pitkänen (INTERSPEECH, 2016)

Out-of-Set i-Vector Selection for Open-set Language Identification. - Hamid Behravan; Tomi Kinnunen; Ville Hautamäki (Odyssey, 2016)

Age-Related Voice Disguise and its Impact on Speaker Verification Accuracy. - Rosa González Hautamäki; Md. Sahidullah; Tomi Kinnunen; Ville Hautamäki (Odyssey, 2016)

Incorporating uncertainty as a Quality Measure in I-Vector Based Language Recognition. - Amir Hossein Poorjam; Rahim Saeidi; Tomi Kinnunen; Ville Hautamäki (Odyssey, 2016)

Deep Language: a comprehensive deep learning approach to end-to-end language recognition. - Trung Ngo Trong; Ville Hautamäki; Kong-Aik Lee (Odyssey, 2016)

Deep learning with maximal figure-of-merit cost to advance multi-label speech attribute detection. - Ivan Kukanov; Ville Hautamäki; Sabato Marco Siniscalchi; Kehuang Li (SLT, 2016)

Fantastic 4 system for NIST 2015 Language Recognition Evaluation. - Kong-Aik Lee; Ville Hautamäki; Anthony Larcher; Wei Rao 002; Hanwu Sun; Trung Hieu Nguyen 001; Guangsen Wang; Aleksandr Sizov; Ivan Kukanov; Amir Hossein Poorjam; Trung Ngo Trong; Xiong Xiao; et al. (CoRR, 2016)

i-Vector Modeling of Speech Attributes for Automatic Foreign Accent Recognition. - Hamid Behravan; Ville Hautamäki; Sabato Marco Siniscalchi; Tomi Kinnunen; Chin-Hui Lee 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2016)

Effects of gender information in text-independent and text-dependent speaker verification. - Anssi Kanervisto; Ville Vestman; Md. Sahidullah; Ville Hautamäki; Tomi Kinnunen (ICASSP, 2017)

RedDots replayed: A new replay spoofing attack corpus for text-dependent speaker verification research. - 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; et al. (ICASSP, 2017)

The I4U Mega Fusion and Collaboration for NIST Speaker Recognition Evaluation 2016. - Kong-Aik Lee; Ville Hautamäki; Tomi Kinnunen; Anthony Larcher; Chunlei Zhang; Andreas Nautsch; Themos Stafylakis; Gang Liu 001; Mickaël Rouvier; Wei Rao 002; Federico Alegre; J. Ma; et al. (INTERSPEECH, 2017)

Acoustical and perceptual study of voice disguise by age modification in speaker verification. - Rosa González Hautamäki; Md. Sahidullah; Ville Hautamäki; Tomi Kinnunen (Speech Commun., 2017)

Maximal Figure-of-Merit Embedding for Multi-Label Audio Classification. - Ivan Kukanov; Ville Hautamäki; Kong-Aik Lee (ICASSP, 2018)

Enabling Spoken Dialogue Systems for Low-Resourced Languages - End-to-End Dialect Recognition for North Sami. - Trung Ngo Trong; Kristiina Jokinen; Ville Hautamäki (IWSDS, 2018)

Perceptual Evaluation of the Effectiveness of Voice Disguise by Age Modification. - Rosa González Hautamäki; Anssi Kanervisto; Ville Hautamäki; Tomi Kinnunen (Odyssey, 2018)

Staircase Network: structural language identification via hierarchical attentive units. - Trung Ngo Trong; Ville Hautamäki; Kristiina Jokinen (Odyssey, 2018)

ToriLLE: Learning Environment for Hand-to-Hand Combat. - Anssi Kanervisto; Ville Hautamäki (CoG, 2019)

Who Do I Sound like? Showcasing Speaker Recognition Technology by Youtube Voice Search. - Ville Vestman; Bilal Soomro; Anssi Kanervisto; Ville Hautamäki; Tomi Kinnunen (ICASSP, 2019)

I4U Submission to NIST SRE 2018: Leveraging from a Decade of Shared Experiences. - Kong Aik Lee; Ville Hautamäki; Tomi H. Kinnunen; Hitoshi Yamamoto; Koji Okabe; Ville Vestman; Jing Huang 019; Guohong Ding; Hanwu Sun; Anthony Larcher; Rohan Kumar Das; Haizhou Li 001; et al. (INTERSPEECH, 2019)

Towards Debugging Deep Neural Networks by Generating Speech Utterances. - Bilal Soomro; Anssi Kanervisto; Trung Ngo Trong; Ville Hautamäki (INTERSPEECH, 2019)

Playing Minecraft with Behavioural Cloning. - Anssi Kanervisto; Janne Karttunen; Ville Hautamäki (NeurIPS (Competition and Demos), 2019)

I4U Submission to NIST SRE 2018: Leveraging from a Decade of Shared Experiences. - Kong Aik Lee; Ville Hautamäki; Tomi Kinnunen; Hitoshi Yamamoto; Koji Okabe; Ville Vestman; Jing Huang 019; Guohong Ding; Hanwu Sun; Anthony Larcher; Rohan Kumar Das; Haizhou Li 001; et al. (CoRR, 2019)

Do Autonomous Agents Benefit from Hearing? - Abraham Woubie; Anssi Kanervisto; Janne Karttunen; Ville Hautamäki (CoRR, 2019)

Cost Sensitive Optimization of Deepfake Detector. - Ivan Kukanov; Janne Karttunen; Hannu Sillanpää; Ville Hautamäki (APSIPA, 2020)

Benchmarking End-to-End Behavioural Cloning on Video Games. - Anssi Kanervisto; Joonas Pussinen; Ville Hautamäki (CoG, 2020)

Action Space Shaping in Deep Reinforcement Learning. - Anssi Kanervisto; Christian Scheller; Ville Hautamäki (CoG, 2020)

From Video Game to Real Robot: The Transfer Between Action Spaces. - Janne Karttunen; Anssi Kanervisto; Ville Kyrki; Ville Hautamäki (ICASSP, 2020)

An Initial Investigation on Optimizing Tandem Speaker Verification and Countermeasure Systems Using Reinforcement Learning. - Anssi Kanervisto; Ville Hautamäki; Tomi Kinnunen; Junichi Yamagishi (Odyssey, 2020)

Transferring Monolingual Model to Low-Resource Language: The Case of Tigrinya. - Abrhalei Tela; Abraham Woubie; Ville Hautamäki (CoRR, 2020)

Policy Supervectors: General Characterization of Agents by their Behaviour. - Anssi Kanervisto; Tomi Kinnunen; Ville Hautamäki (CoRR, 2020)

Semisupervised Generative Autoencoder for Single-Cell Data. - Trung Ngo Trong; Juha Mehtonen; Gerardo González; Roger Kramer; Ville Hautamäki; Merja Heinäniemi (J. Comput. Biol., 2020)

Maximal Figure-of-Merit Framework to Detect Multi-Label Phonetic Features for Spoken Language Recognition. - Ivan Kukanov; Trung Ngo Trong; Ville Hautamäki; Sabato Marco Siniscalchi; Valerio Mario Salerno; Kong Aik Lee (IEEE ACM Trans. Audio Speech Lang. Process., 2020)

Voxceleb Enrichment for Age and Gender Recognition. - Khaled Hechmi; Trung Ngo Trong; Ville Hautamäki; Tomi Kinnunen (ASRU, 2021)

PL-EESR: Perceptual Loss Based End-to-End Robust Speaker Representation Extraction. - Yi Ma; Kong Aik Lee; Ville Hautamäki; Haizhou Li 001 (ASRU, 2021)

Distilling Reinforcement Learning Tricks for Video Games. - Anssi Kanervisto; Christian Scheller; Yanick Schraner; Ville Hautamäki (CoG, 2021)

Multi-Task Learning With Attention for End-to-End Autonomous Driving. - Keishi Ishihara; Anssi Kanervisto; Jun Miura; Ville Hautamäki (CVPR Workshops, 2021)

Towards Solving Fuzzy Tasks with Human Feedback: A Retrospective of the MineRL BASALT 2022 Competition. - 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; et al. (NeurIPS (Competition and Demos), 2021)

Self-Supervised Speaker Recognition with Loss-Gated Learning. - Ruijie Tao; Kong Aik Lee; Rohan Kumar Das; Ville Hautamäki; Haizhou Li 001 (ICASSP, 2022)

Improving Behavioural Cloning with Human-Driven Dynamic Dataset Augmentation. - Federico Malato; Joona Jehkonen; Ville Hautamäki (CoRR, 2022)

The Transitive Information Theory and its Application to Deep Generative Models. - Trung Ngo Trong; Najwa Laabid; Ville Hautamäki; Merja Heinäniemi (CoRR, 2022)

Behavioral Cloning via Search in Video PreTraining Latent Space. - Federico Malato; Florian Leopold; Amogh Raut; Ville Hautamäki; Andrew Melnik (CoRR, 2022)

Optimizing Tandem Speaker Verification and Anti-Spoofing Systems. - Anssi Kanervisto; Ville Hautamäki; Tomi Kinnunen; Junichi Yamagishi (IEEE ACM Trans. Audio Speech Lang. Process., 2022)

Towards Solving Fuzzy Tasks with Human Feedback: A Retrospective of the MineRL BASALT 2022 Competition. - 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; et al. (CoRR, 2023)

Behavioral Cloning via Search in Embedded Demonstration Dataset. - Federico Malato; Florian Leopold; Ville Hautamäki; Andrew Melnik (CoRR, 2023)

Self-Supervised Training of Speaker Encoder With Multi-Modal Diverse Positive Pairs. - Ruijie Tao; Kong Aik Lee; Rohan Kumar Das; Ville Hautamäki; Haizhou Li 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2023)

GAN-Aimbots: Using Machine Learning for Cheating in First Person Shooters. - Anssi Kanervisto; Tomi Kinnunen; Ville Hautamäki (IEEE Trans. Games, 2023)

Online Adaptation for Enhancing Imitation Learning Policies. - Federico Malato; Ville Hautamäki (CoG, 2024)

Gradient Weighting for Speaker Verification in Extremely Low Signal-to-Noise Ratio. - Yi Ma; Kong Aik Lee; Ville Hautamäki; Meng Ge; Haizhou Li 001 (ICASSP, 2024)

Zero-Shot Imitation Policy Via Search In Demonstration Dataset. - Federico Malato; Florian Leopold; Andrew Melnik; Ville Hautamäki (ICASSP, 2024)

ROAR: Reinforcing Original to Augmented Data Ratio Dynamics for Wav2vec2.0 Based ASR. - Vishwanath Pratap Singh; Federico Malato; Ville Hautamäki; Md. Sahidullah; Tomi Kinnunen (INTERSPEECH, 2024)

Meta-Learning Approaches For Improving Detection of Unseen Speech Deepfakes. - Ivan Kukanov; Janne Laakkonen; Tomi Kinnunen; Ville Hautamäki (SLT, 2024)

Natural Language as Polices: Reasoning for Coordinate-Level Embodied Control with LLMs. - Yusuke Mikami; Andrew Melnik; Jun Miura; Ville Hautamäki (CoRR, 2024)

On the Importance of Representation in Imitating Human-Like Gameplay. - Ville Tanskanen; Arto Klami; Ville Hautamäki (CoG, 2025)

Interpreting Deep Neural Network-Based Receiver Under Varying Signal-To-Noise Ratios. - Marko Tuononen; Dani Korpi; Ville Hautamäki (ICASSP, 2025)

Improving Numerical Stability of Normalized Mutual Information Estimator on High Dimensions. - Marko Tuononen; Ville Hautamäki (IEEE Signal Process. Lett., 2025)

Generalizable speech deepfake detection via meta-learned LoRA. - Janne Laakkonen; Ivan Kukanov; Ville Hautamäki (CoRR, 2025)

Refining Neural Activation Patterns for Layer-Level Concept Discovery in Neural Network-Based Receivers. - Marko Tuononen; Duy Vu; Dani Korpi; Vesa Starck; Ville Hautamäki (CoRR, 2025)