Tomi Kinnunen - RankMe

272 papers A 63B 2C 7Misc 21Journal 120Unranked 54

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	ASVspoof 5: Design, collection and validation of resources for spoofing, deepfake, and adversarial attack detection using crowdsourced speech. Comput. Speech Lang. Xin Wang, Héctor Delgado, Hemlata Tak, Jee-weon Jung, Hye-jin Shim, Massimiliano Todisco, Ivan Kukanov, Xuechen Liu, Md. Sahidullah, Tomi Kinnunen, Nicholas W. D. Evans, Kong Aik Lee, Junichi Yamagishi, Myeonghun Jeong, Ge Zhu, Yongyi Zang, You Zhang, Soumi Maiti, Florian Lux, Nicolas Müller, Wangyou Zhang, Chengzhe Sun, Shuwei Hou, Siwei Lyu, Sébastien Le Maguer, Cheng Gong, Hanjie Guo, Liping Chen, Vishwanath Pratap Singh
2026	J	`jnl`	ASVspoof 5: Evaluation of Spoofing, Deepfake, and Adversarial Attack Detection Using Crowdsourced Speech. CoRR Xin Wang, Héctor Delgado, Nicholas W. D. Evans, Xuechen Liu, Tomi Kinnunen, Hemlata Tak, Kong Aik Lee, Ivan Kukanov, Md. Sahidullah, Massimiliano Todisco, Junichi Yamagishi
2025	A	`conf`	Causal Structure Discovery for Error Diagnostics of Children's ASR. INTERSPEECH Vishwanath Pratap Singh, Md. Sahidullah, Tomi Kinnunen
2025	J	`jnl`	Causal Structure Discovery for Error Diagnostics of Children's ASR. CoRR Vishwanath Pratap Singh, Md. Sahidullah, Tomi 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	Misc	`conf`	Explaining Speaker and Spoof Embeddings via Probing. ICASSP Xuechen Liu, Junichi Yamagishi, Md. Sahidullah, Tomi Kinnunen
2025	A	`conf`	FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents. INTERSPEECH Satu Hopponen, Tomi Kinnunen, Alexandre Nikolaev, Rosa González Hautamäki, Lauri Tavi, Einar Meister
2025	J	`jnl`	FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents. CoRR Satu Hopponen, Tomi Kinnunen, Alexandre Nikolaev, Rosa González Hautamäki, Lauri Tavi, Einar Meister
2025	C	`conf`	Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative. ASRU Xi Xuan, Zimo Zhu, Wenxin Zhang, Yi-Cheng Lin, Tomi Kinnunen
2025	J	`jnl`	Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative. CoRR Xi Xuan, Zimo Zhu, Wenxin Zhang, Yi-Cheng Lin, Tomi Kinnunen
2025	J	`jnl`	Multilingual Source Tracing of Speech Deepfakes: A First Benchmark. CoRR Xi Xuan, Yang Xiao, Rohan Kumar Das, Tomi Kinnunen
2025	J	`jnl`	STOPA: A Database of Systematic VariaTion Of DeePfake Audio for Open-Set Source Tracing and Attribution. CoRR Anton Firc, Manasi Chibber, Jagabandhu Mishra, Vishwanath Pratap Singh, Tomi Kinnunen, Kamil Malinka
2025	A	`conf`	STOPA: A Dataset of Systematic VariaTion Of DeePfake Audio for Open-Set Source Tracing and Attribution. INTERSPEECH Anton Firc, Manasi Chhibber, Jagabandhu Mishra, Vishwanath Pratap Singh, Tomi Kinnunen, Kamil Malinka
2025	J	`jnl`	WaveSP-Net: Learnable Wavelet-Domain Sparse Prompt Tuning for Speech Deepfake Detection. CoRR Xi Xuan, Xuechen Liu, Wenxin Zhang, Yi-Cheng Lin, Xiaojian Lin, Tomi Kinnunen
2024	J	`jnl`	ASVspoof 5: Crowdsourced Speech Data, Deepfakes, and Adversarial Attacks at Scale. CoRR Xin Wang, Héctor Delgado, Hemlata Tak, Jee-weon Jung, Hye-jin Shim, Massimiliano Todisco, Ivan Kukanov, Xuechen Liu, Md. Sahidullah, Tomi Kinnunen, Nicholas W. D. Evans, Kong Aik Lee, Junichi Yamagishi
2024	J	`jnl`	Beyond Silence: Bias Analysis through Loss and Asymmetric Approach in Audio Anti-Spoofing. CoRR Hye-jin Shim, Md. Sahidullah, Jee-weon Jung, Shinji Watanabe, Tomi Kinnunen
2024	J	`jnl`	ChildAugment: Data Augmentation Methods for Zero-Resource Children's Speaker Verification. CoRR Vishwanath Pratap Singh, Md. Sahidullah, Tomi Kinnunen
2024	J	`jnl`	Explaining Speaker and Spoof Embeddings via Probing. CoRR Xuechen Liu, Junichi Yamagishi, Md. Sahidullah, Tomi Kinnunen
2024	J	`jnl`	Generalizing Speaker Verification for Spoof Awareness in the Embedding Space. CoRR Xuechen Liu, Md. Sahidullah, Kong Aik Lee, Tomi Kinnunen
2024	J	`jnl`	Generalizing Speaker Verification for Spoof Awareness in the Embedding Space. IEEE ACM Trans. Audio Speech Lang. Process. Xuechen Liu, Md. Sahidullah, Kong Aik Lee, Tomi Kinnunen
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	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	A	`conf`	Revisiting and Improving Scoring Fusion for Spoofing-aware Speaker Verification Using Compositional Data Analysis. INTERSPEECH Xin Wang, Tomi Kinnunen, Kong Aik Lee, Paul-Gauthier Noé, Junichi Yamagishi
2024	J	`jnl`	Revisiting and Improving Scoring Fusion for Spoofing-aware Speaker Verification Using Compositional Data Analysis. CoRR Xin Wang, Tomi Kinnunen, Kong Aik Lee, Paul-Gauthier Noé, Junichi Yamagishi
2024	—	`conf`	a-DCF: an architecture agnostic metric with application to spoofing-robust speaker verification. Odyssey Hye-jin Shim, Jee-weon Jung, Tomi Kinnunen, Nicholas W. D. Evans, Jean-François Bonastre, Itshak Lapidot
2024	J	`jnl`	a-DCF: an architecture agnostic metric with application to spoofing-robust speaker verification. CoRR Hye-jin Shim, Jee-weon Jung, Tomi Kinnunen, Nicholas W. D. Evans, Jean-François Bonastre, Itshak Lapidot
2023	J	`jnl`	ASVspoof 2021: Towards Spoofed and Deepfake Speech Detection in the Wild. IEEE ACM Trans. Audio Speech Lang. Process. Xuechen Liu, Xin Wang, Md. Sahidullah, Jose Patino, Héctor Delgado, Tomi Kinnunen, Massimiliano Todisco, Junichi Yamagishi, Nicholas W. D. Evans, Andreas Nautsch, Kong Aik Lee
2023	J	`jnl`	Distilling Multi-Level X-vector Knowledge for Small-footprint Speaker Verification. CoRR Xuechen Liu, Md. Sahidullah, Tomi Kinnunen
2023	J	`jnl`	GAN-Aimbots: Using Machine Learning for Cheating in First Person Shooters. IEEE Trans. Games Anssi Kanervisto, Tomi Kinnunen, Ville Hautamäki
2023	A	`conf`	How to Construct Perfect and Worse-than-Coin-Flip Spoofing Countermeasures: A Word of Warning on Shortcut Learning. INTERSPEECH Hye-jin Shim, Rosa González Hautamäki, Md. Sahidullah, Tomi Kinnunen
2023	J	`jnl`	How to Construct Perfect and Worse-than-Coin-Flip Spoofing Countermeasures: A Word of Warning on Shortcut Learning. CoRR Hye-jin Shim, Rosa González Hautamäki, Md. Sahidullah, Tomi Kinnunen
2023	Misc	`conf`	Learnable Frontends That Do Not Learn: Quantifying Sensitivity To Filterbank Initialisation. ICASSP Mark Anderson, Tomi Kinnunen, Naomi Harte
2023	A	`conf`	Multi-Dataset Co-Training with Sharpness-Aware Optimization for Audio Anti-spoofing. INTERSPEECH Hye-jin Shim, Jee-weon Jung, Tomi Kinnunen
2023	J	`jnl`	Multi-Dataset Co-Training with Sharpness-Aware Optimization for Audio Anti-spoofing. CoRR Hye-jin Shim, Jee-weon Jung, Tomi Kinnunen
2023	A	`conf`	Speaker Verification Across Ages: Investigating Deep Speaker Embedding Sensitivity to Age Mismatch in Enrollment and Test Speech. INTERSPEECH Vishwanath Pratap Singh, Md. Sahidullah, Tomi Kinnunen
2023	J	`jnl`	Speaker Verification Across Ages: Investigating Deep Speaker Embedding Sensitivity to Age Mismatch in Enrollment and Test Speech. CoRR Vishwanath Pratap Singh, Md. Sahidullah, Tomi Kinnunen
2023	J	`jnl`	Speaker-Aware Anti-Spoofing. CoRR Xuechen Liu, Md. Sahidullah, Kong Aik Lee, Tomi Kinnunen
2023	A	`conf`	Speaker-Aware Anti-spoofing. INTERSPEECH Xuechen Liu, Md. Sahidullah, Kong Aik Lee, Tomi Kinnunen
2023	A	`conf`	Towards Single Integrated Spoofing-aware Speaker Verification Embeddings. INTERSPEECH Sung Hwan Mun, Hye-jin Shim, Hemlata Tak, Xin Wang, Xuechen Liu, Md. Sahidullah, Myeonghun Jeong, Min Hyun Han, Massimiliano Todisco, Kong Aik Lee, Junichi Yamagishi, Nicholas W. D. Evans, Tomi Kinnunen, Nam Soo Kim, Jee-weon Jung
2023	J	`jnl`	Towards single integrated spoofing-aware speaker verification embeddings. CoRR Sung Hwan Mun, Hye-jin Shim, Hemlata Tak, Xin Wang, Xuechen Liu, Md. Sahidullah, Myeonghun Jeong, Min Hyun Han, Massimiliano Todisco, Kong Aik Lee, Junichi Yamagishi, Nicholas W. D. Evans, Tomi Kinnunen, Nam Soo Kim, Jee-weon Jung
2023	J	`jnl`	t-EER: Parameter-Free Tandem Evaluation of Countermeasures and Biometric Comparators. CoRR Tomi Kinnunen, Kong Aik Lee, Hemlata Tak, Nicholas W. D. Evans, Andreas Nautsch
2022	J	`jnl`	ASVspoof 2021: Towards Spoofed and Deepfake Speech Detection in the Wild. CoRR Xuechen Liu, Xin Wang, Md. Sahidullah, Jose Patino, Héctor Delgado, Tomi Kinnunen, Massimiliano Todisco, Junichi Yamagishi, Nicholas W. D. Evans, Andreas Nautsch, Kong Aik Lee
2022	—	`conf`	Baseline Systems for the First Spoofing-Aware Speaker Verification Challenge: Score and Embedding Fusion. Odyssey Hye-jin Shim, Hemlata Tak, Xuechen Liu, Hee-Soo Heo, Jee-weon Jung, Joon Son Chung, Soo-Whan Chung, Ha-Jin Yu, Bong-Jin Lee, Massimiliano Todisco, Héctor Delgado, Kong Aik Lee, Md. Sahidullah, Tomi Kinnunen, Nicholas W. D. Evans
2022	J	`jnl`	Baseline Systems for the First Spoofing-Aware Speaker Verification Challenge: Score and Embedding Fusion. CoRR Hye-jin Shim, Hemlata Tak, Xuechen Liu, Hee-Soo Heo, Jee-weon Jung, Joon Son Chung, Soo-Whan Chung, Ha-Jin Yu, Bong-Jin Lee, Massimiliano Todisco, Héctor Delgado, Kong Aik Lee, Md. Sahidullah, Tomi Kinnunen, Nicholas W. D. Evans
2022	—	`conf`	Baselines and Protocols for Household Speaker Recognition. Odyssey Alexey Sholokhov, Xuechen Liu, Md. Sahidullah, Tomi Kinnunen
2022	J	`jnl`	Baselines and Protocols for Household Speaker Recognition. CoRR Alexey Sholokhov, Xuechen Liu, Md. Sahidullah, Tomi Kinnunen
2022	J	`jnl`	GAN-Aimbots: Using Machine Learning for Cheating in First Person Shooters. CoRR Anssi Kanervisto, Tomi Kinnunen, Ville Hautamäki
2022	—	`conf`	Gamified Speaker Comparison by Listening. Odyssey Sandip Ghimire, Tomi Kinnunen, Rosa González Hautamäki
2022	J	`jnl`	Gamified Speaker Comparison by Listening. CoRR Sandip Ghimire, Tomi Kinnunen, Rosa González Hautamäki
2022	J	`jnl`	I4U System Description for NIST SRE'20 CTS Challenge. CoRR Kong Aik Lee, Tomi Kinnunen, Daniele Colibro, Claudio Vair, Andreas Nautsch, Hanwu Sun, Liang He, Tianyu Liang, Qiongqiong Wang, Mickael Rouvier, Pierre-Michel Bousquet, Rohan Kumar Das, Ignacio Viñals Bailo, Meng Liu, Héctor Deldago, Xuechen Liu, Md. Sahidullah, Sandro Cumani, Boning Zhang, Koji Okabe, Hitoshi Yamamoto, Ruijie Tao, Haizhou Li, Alfonso Ortega Giménez, Longbiao Wang, Luis Buera
2022	J	`jnl`	Improving speaker de-identification with functional data analysis of f0 trajectories. CoRR Lauri Tavi, Tomi Kinnunen, Rosa González Hautamäki
2022	J	`jnl`	Improving speaker de-identification with functional data analysis of f0 trajectories. Speech Commun. Lauri Tavi, Tomi Kinnunen, Rosa González Hautamäki
2022	Misc	`conf`	Learnable Nonlinear Compression for Robust Speaker Verification. ICASSP Xuechen Liu, Md. Sahidullah, Tomi Kinnunen
2022	J	`jnl`	Learnable Nonlinear Compression for Robust Speaker Verification. CoRR Xuechen Liu, Md. Sahidullah, Tomi Kinnunen
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	A	`conf`	SASV 2022: The First Spoofing-Aware Speaker Verification Challenge. INTERSPEECH Jee-weon Jung, Hemlata Tak, Hye-jin Shim, Hee-Soo Heo, Bong-Jin Lee, Soo-Whan Chung, Ha-Jin Yu, Nicholas W. D. Evans, Tomi Kinnunen
2022	J	`jnl`	SASV Challenge 2022: A Spoofing Aware Speaker Verification Challenge Evaluation Plan. CoRR Jee-weon Jung, Hemlata Tak, Hye-jin Shim, Hee-Soo Heo, Bong-Jin Lee, Soo-Whan Chung, Hong-Goo Kang, Ha-Jin Yu, Nicholas W. D. Evans, Tomi Kinnunen
2022	—	`conf`	Spoofing-Aware Speaker Verification with Unsupervised Domain Adaptation. Odyssey Xuechen Liu, Md. Sahidullah, Tomi Kinnunen
2022	J	`jnl`	Spoofing-Aware Speaker Verification with Unsupervised Domain Adaptation. CoRR Xuechen Liu, Md. Sahidullah, Tomi Kinnunen
2021	J	`jnl`	ASVspoof 2019: spoofing countermeasures for the detection of synthesized, converted and replayed speech. CoRR Andreas Nautsch, Xin Wang, Nicholas W. D. Evans, Tomi Kinnunen, Ville Vestman, Massimiliano Todisco, Héctor Delgado, Md. Sahidullah, Junichi Yamagishi, Kong Aik Lee
2021	J	`jnl`	ASVspoof 2021: Automatic Speaker Verification Spoofing and Countermeasures Challenge Evaluation Plan. CoRR Héctor Delgado, Nicholas W. D. Evans, Tomi Kinnunen, Kong Aik Lee, Xuechen Liu, Andreas Nautsch, Jose Patino, Md. Sahidullah, Massimiliano Todisco, Xin Wang, Junichi Yamagishi
2021	J	`jnl`	ASVspoof 2021: accelerating progress in spoofed and deepfake speech detection. CoRR Junichi Yamagishi, Xin Wang, Massimiliano Todisco, Md. Sahidullah, Jose Patino, Andreas Nautsch, Xuechen Liu, Kong Aik Lee, Tomi Kinnunen, Nicholas W. D. Evans, Héctor Delgado
2021	J	`jnl`	ASVtorch toolkit: Speaker verification with deep neural networks. SoftwareX Kong Aik Lee, Ville Vestman, Tomi Kinnunen
2021	—	`conf`	Articulation During Voice Disguise: A Pilot Study. SPECOM Lauri Tavi, Tomi Kinnunen, Einar Meister, Rosa González Hautamäki, Anton Malmi
2021	J	`jnl`	Benchmarking and challenges in security and privacy for voice biometrics. CoRR Jean-François Bonastre, Héctor Delgado, Nicholas W. D. Evans, Tomi Kinnunen, Kong Aik Lee, Xuechen Liu, Andreas Nautsch, Paul-Gauthier Noé, Jose Patino, Md. Sahidullah, Brij Mohan Lal Srivastava, Massimiliano Todisco, Natalia A. Tomashenko, Emmanuel Vincent, Xin Wang, Junichi Yamagishi
2021	A	`conf`	Data Quality as Predictor of Voice Anti-Spoofing Generalization. Interspeech Bhusan Chettri, Rosa González Hautamäki, Md. Sahidullah, Tomi Kinnunen
2021	J	`jnl`	Data Quality as Predictor of Voice Anti-Spoofing Generalization. CoRR Bhusan Chettri, Rosa González Hautamäki, Md. Sahidullah, Tomi Kinnunen
2021	C	`conf`	Learnable MFCCs for Speaker Verification. ISCAS Xuechen Liu, Md. Sahidullah, Tomi Kinnunen
2021	J	`jnl`	Learnable MFCCs for Speaker Verification. CoRR Xuechen Liu, Md. Sahidullah, Tomi Kinnunen
2021	C	`conf`	Optimized Power Normalized Cepstral Coefficients Towards Robust Deep Speaker Verification. ASRU Xuechen Liu, Md. Sahidullah, Tomi Kinnunen
2021	J	`jnl`	Optimized Power Normalized Cepstral Coefficients towards Robust Deep Speaker Verification. CoRR Xuechen Liu, Md. Sahidullah, Tomi Kinnunen
2021	J	`jnl`	Optimizing Multi-Taper Features for Deep Speaker Verification. CoRR Xuechen Liu, Md. Sahidullah, Tomi Kinnunen
2021	J	`jnl`	Optimizing Multi-Taper Features for Deep Speaker Verification. IEEE Signal Process. Lett. Xuechen Liu, Md. Sahidullah, Tomi Kinnunen
2021	C	`conf`	Parameterized Channel Normalization for Far-Field Deep Speaker Verification. ASRU Xuechen Liu, Md. Sahidullah, Tomi Kinnunen
2021	J	`jnl`	Parameterized Channel Normalization for Far-field Deep Speaker Verification. CoRR Xuechen Liu, Md. Sahidullah, Tomi Kinnunen
2021	—	`conf`	UIAI System for Short-Duration Speaker Verification Challenge 2020. SLT Md. Sahidullah, Achintya Kumar Sarkar, Ville Vestman, Xuechen Liu, Romain Serizel, Tomi Kinnunen, Zheng-Hua Tan, Emmanuel Vincent
2021	A	`conf`	Visualizing Classifier Adjacency Relations: A Case Study in Speaker Verification and Voice Anti-Spoofing. Interspeech Tomi Kinnunen, Andreas Nautsch, Md. Sahidullah, Nicholas W. D. Evans, Xin Wang, Massimiliano Todisco, Héctor Delgado, Junichi Yamagishi, Kong Aik Lee
2021	J	`jnl`	Visualizing Classifier Adjacency Relations: A Case Study in Speaker Verification and Voice Anti-Spoofing. CoRR Tomi Kinnunen, Andreas Nautsch, Md. Sahidullah, Nicholas W. D. Evans, Xin Wang, Massimiliano Todisco, Héctor Delgado, Junichi Yamagishi, Kong Aik Lee
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	A	`conf`	A Comparative Re-Assessment of Feature Extractors for Deep Speaker Embeddings. INTERSPEECH Xuechen Liu, Md. Sahidullah, Tomi Kinnunen
2020	J	`jnl`	A Comparative Re-Assessment of Feature Extractors for Deep Speaker Embeddings. CoRR Xuechen Liu, Md. Sahidullah, Tomi Kinnunen
2020	J	`jnl`	ASVspoof 2019: A large-scale public database of synthesized, converted and replayed speech. Comput. Speech Lang. Xin Wang, Junichi Yamagishi, Massimiliano Todisco, Héctor Delgado, Andreas Nautsch, Nicholas W. D. Evans, Md. Sahidullah, Ville Vestman, Tomi Kinnunen, Kong Aik Lee, Lauri Juvela, Paavo Alku, Yu-Huai Peng, Hsin-Te Hwang, Yu Tsao, Hsin-Min Wang, Sébastien Le Maguer, Markus Becker, Zhen-Hua Ling
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	J	`jnl`	Deep generative variational autoencoding for replay spoof detection in automatic speaker verification. Comput. Speech Lang. Bhusan Chettri, Tomi Kinnunen, Emmanouil Benetos
2020	A	`conf`	Extrapolating False Alarm Rates in Automatic Speaker Verification. INTERSPEECH Alexey Sholokhov, Tomi Kinnunen, Ville Vestman, Kong Aik Lee
2020	J	`jnl`	Extrapolating false alarm rates in automatic speaker verification. CoRR Alexey Sholokhov, Tomi Kinnunen, Ville Vestman, Kong Aik Lee
2020	J	`jnl`	Introduction to the special issue "Speaker and language characterization and recognition: Voice modeling, conversion, synthesis and ethical aspects". Comput. Speech Lang. Jean-François Bonastre, Tomi Kinnunen, Anthony Larcher, Junichi Yamagishi
2020	—	`ed.`	Joint Workshop for the Blizzard Challenge and Voice Conversion Challenge 2020, Shanghai, China, October 30, 2020 Blizzard Challenge / Voice Conversion Challenge Junichi Yamagishi, Zhenhua Ling, Rohan Kumar Das, Simon King, Tomi Kinnunen, Tomoki Toda, Wen-Chin Huang, Xiao Zhou, Xiaohai Tian, Yi Zhao
2020	—	`conf`	Neural i-vectors. Odyssey Ville Vestman, Kong Aik Lee, Tomi Kinnunen
2020	J	`jnl`	Policy Supervectors: General Characterization of Agents by their Behaviour. CoRR Anssi Kanervisto, Tomi Kinnunen, Ville Hautamäki
2020	—	`conf`	Predictions of Subjective Ratings and Spoofing Assessments of Voice Conversion Challenge 2020 Submissions. Blizzard Challenge / Voice Conversion Challenge Rohan Kumar Das, Tomi Kinnunen, Wen-Chin Huang, Zhen-Hua Ling, Junichi Yamagishi, Yi Zhao, Xiaohai Tian, Tomoki Toda
2020	J	`jnl`	Predictions of Subjective Ratings and Spoofing Assessments of Voice Conversion Challenge 2020 Submissions. CoRR Rohan Kumar Das, Tomi Kinnunen, Wen-Chin Huang, Zhen-Hua Ling, Junichi Yamagishi, Yi Zhao, Xiaohai Tian, Tomoki Toda
2020	—	`conf`	Subband Modeling for Spoofing Detection in Automatic Speaker Verification. Odyssey Bhusan Chettri, Tomi Kinnunen, Emmanouil Benetos
2020	J	`jnl`	Tandem Assessment of Spoofing Countermeasures and Automatic Speaker Verification: Fundamentals. CoRR Tomi Kinnunen, Héctor Delgado, Nicholas W. D. Evans, Kong Aik Lee, Ville Vestman, Andreas Nautsch, Massimiliano Todisco, Xin Wang, Md. Sahidullah, Junichi Yamagishi, Douglas A. Reynolds
2020	J	`jnl`	Tandem Assessment of Spoofing Countermeasures and Automatic Speaker Verification: Fundamentals. IEEE ACM Trans. Audio Speech Lang. Process. Tomi Kinnunen, Héctor Delgado, Nicholas W. D. Evans, Kong Aik Lee, Ville Vestman, Andreas Nautsch, Massimiliano Todisco, Xin Wang, Md. Sahidullah, Junichi Yamagishi, Douglas A. Reynolds
2020	A	`conf`	The Attacker's Perspective on Automatic Speaker Verification: An Overview. INTERSPEECH Rohan Kumar Das, Xiaohai Tian, Tomi Kinnunen, Haizhou Li
2020	J	`jnl`	The Attacker's Perspective on Automatic Speaker Verification: An Overview. CoRR Rohan Kumar Das, Xiaohai Tian, Tomi Kinnunen, Haizhou Li
2020	J	`jnl`	UIAI System for Short-Duration Speaker Verification Challenge 2020. CoRR Md. Sahidullah, Achintya Kumar Sarkar, Ville Vestman, Xuechen Liu, Romain Serizel, Tomi Kinnunen, Zheng-Hua Tan, Emmanuel Vincent
2020	—	`conf`	Voice Conversion Challenge 2020 -- Intra-lingual semi-parallel and cross-lingual voice conversion --. Blizzard Challenge / Voice Conversion Challenge Yi Zhao, Wen-Chin Huang, Xiaohai Tian, Junichi Yamagishi, Rohan Kumar Das, Tomi Kinnunen, Zhen-Hua Ling, Tomoki Toda
2020	J	`jnl`	Voice Conversion Challenge 2020: Intra-lingual semi-parallel and cross-lingual voice conversion. CoRR Yi Zhao, Wen-Chin Huang, Xiaohai Tian, Junichi Yamagishi, Rohan Kumar Das, Tomi Kinnunen, Zhen-Hua Ling, Tomoki Toda
2020	J	`jnl`	Voice Mimicry Attacks Assisted by Automatic Speaker Verification. Comput. Speech Lang. Ville Vestman, Tomi Kinnunen, Rosa González Hautamäki, Md. Sahidullah
2020	J	`jnl`	Voice biometrics security: Extrapolating false alarm rate via hierarchical Bayesian modeling of speaker verification scores. Comput. Speech Lang. Alexey Sholokhov, Tomi Kinnunen, Ville Vestman, Kong Aik Lee
2020	A	`conf`	Why Did the x-Vector System Miss a Target Speaker? Impact of Acoustic Mismatch Upon Target Score on VoxCeleb Data. INTERSPEECH Rosa González Hautamäki, Tomi Kinnunen
2020	J	`jnl`	Why Did the x-Vector System Miss a Target Speaker? Impact of Acoustic Mismatch Upon Target Score on VoxCeleb Data. CoRR Rosa González Hautamäki, Tomi Kinnunen
2019	J	`jnl`	ASVspoof 2019: Future Horizons in Spoofed and Fake Audio Detection. CoRR Massimiliano Todisco, Xin Wang, Ville Vestman, Md. Sahidullah, Héctor Delgado, Andreas Nautsch, Junichi Yamagishi, Nicholas W. D. Evans, Tomi Kinnunen, Kong Aik Lee
2019	Misc	`conf`	Can We Use Speaker Recognition Technology to Attack Itself? Enhancing Mimicry Attacks Using Automatic Target Speaker Selection. ICASSP Tomi Kinnunen, Rosa González Hautamäki, Ville Vestman, Md. Sahidullah
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	J	`jnl`	Introduction to Voice Presentation Attack Detection and Recent Advances. CoRR Md. Sahidullah, Héctor Delgado, Massimiliano Todisco, Tomi Kinnunen, Nicholas W. D. Evans, Junichi Yamagishi, Kong-Aik Lee
2019	—	`ch.`	Introduction to Voice Presentation Attack Detection and Recent Advances. Handbook of Biometric Anti-Spoofing, 2nd Ed. Md. Sahidullah, Héctor Delgado, Massimiliano Todisco, Tomi Kinnunen, Nicholas W. D. Evans, Junichi Yamagishi, Kong-Aik Lee
2019	J	`jnl`	The ASVspoof 2019 database. CoRR Xin Wang, Junichi Yamagishi, Massimiliano Todisco, Héctor Delgado, Andreas Nautsch, Nicholas W. D. Evans, Md. Sahidullah, Ville Vestman, Tomi Kinnunen, Kong Aik Lee, Lauri Juvela, Paavo Alku, Yu-Huai Peng, Hsin-Te Hwang, Yu Tsao, Hsin-Min Wang, Sébastien Le Maguer, Markus Becker, Fergus Henderson, Rob Clark, Yu Zhang, Quan Wang, Ye Jia, Kai Onuma, Koji Mushika, Takashi Kaneda, Yuan Jiang, Li-Juan Liu, Yi-Chiao Wu, Wen-Chin Huang, Tomoki Toda, Kou Tanaka, Hirokazu Kameoka, Ingmar Steiner, Driss Matrouf, Jean-François Bonastre, Avashna Govender, Srikanth Ronanki, Jing-Xuan Zhang, Zhen-Hua Ling
2019	J	`jnl`	Vocal effort compensation for MFCC feature extraction in a shouted versus normal speaker recognition task. Comput. Speech Lang. Emma Jokinen, Rahim Saeidi, Tomi Kinnunen, Paavo Alku
2019	J	`jnl`	Voice Biometrics Security: Extrapolating False Alarm Rate via Hierarchical Bayesian Modeling of Speaker Verification Scores. CoRR Alexey Sholokhov, Tomi Kinnunen, Ville Vestman, Kong Aik Lee
2019	J	`jnl`	Voice Mimicry Attacks Assisted by Automatic Speaker Verification. CoRR Ville Vestman, Tomi Kinnunen, Rosa González Hautamäki, Md. Sahidullah
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`	A Regression Model of Recurrent Deep Neural Networks for Noise Robust Estimation of the Fundamental Frequency Contour of Speech. Odyssey Akihiro Kato, Tomi Kinnunen
2018	J	`jnl`	A Regression Model of Recurrent Deep Neural Networks for Noise Robust Estimation of the Fundamental Frequency Contour of Speech. CoRR Akihiro Kato, Tomi Kinnunen
2018	—	`conf`	A Spoofing Benchmark for the 2018 Voice Conversion Challenge: Leveraging from Spoofing Countermeasures for Speech Artifact Assessment. Odyssey Tomi Kinnunen, Jaime Lorenzo-Trueba, Junichi Yamagishi, Tomoki Toda, Daisuke Saito, Fernando Villavicencio, Zhen-Hua Ling
2018	J	`jnl`	A Spoofing Benchmark for the 2018 Voice Conversion Challenge: Leveraging from Spoofing Countermeasures for Speech Artifact Assessment. CoRR Tomi Kinnunen, Jaime Lorenzo-Trueba, Junichi Yamagishi, Tomoki Toda, Daisuke Saito, Fernando Villavicencio, Zhen-Hua Ling
2018	—	`conf`	ASVspoof 2017 Version 2.0: meta-data analysis and baseline enhancements. Odyssey Héctor Delgado, Massimiliano Todisco, Md. Sahidullah, Nicholas W. D. Evans, Tomi Kinnunen, Kong-Aik Lee, Junichi Yamagishi
2018	J	`jnl`	Can We Use Speaker Recognition Technology to Attack Itself? Enhancing Mimicry Attacks Using Automatic Target Speaker Selection. CoRR Tomi Kinnunen, Rosa González Hautamäki, Ville Vestman, Md. Sahidullah
2018	—	`conf`	Can we steal your vocal identity from the Internet?: Initial investigation of cloning Obama's voice using GAN, WaveNet and low-quality found data. Odyssey Jaime Lorenzo-Trueba, Fuming Fang, Xin Wang, Isao Echizen, Junichi Yamagishi, Tomi Kinnunen
2018	J	`jnl`	Can we steal your vocal identity from the Internet?: Initial investigation of cloning Obama's voice using GAN, WaveNet and low-quality found data. CoRR Jaime Lorenzo-Trueba, Fuming Fang, Xin Wang, Isao Echizen, Junichi Yamagishi, Tomi Kinnunen
2018	A	`conf`	Integrated Presentation Attack Detection and Automatic Speaker Verification: Common Features and Gaussian Back-end Fusion. INTERSPEECH Massimiliano Todisco, Héctor Delgado, Kong-Aik Lee, Md. Sahidullah, Nicholas W. D. Evans, Tomi Kinnunen, Junichi Yamagishi
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	J	`jnl`	Robust Voice Liveness Detection and Speaker Verification Using Throat Microphones. IEEE ACM Trans. Audio Speech Lang. Process. Md. Sahidullah, Dennis Alexander Lehmann Thomsen, Rosa González Hautamäki, Tomi Kinnunen, Zheng-Hua Tan, Robert Parts, Martti Pitkänen
2018	J	`jnl`	Semi-supervised speech activity detection with an application to automatic speaker verification. Comput. Speech Lang. Alexey Sholokhov, Md. Sahidullah, Tomi Kinnunen
2018	J	`jnl`	Speaker recognition from whispered speech: A tutorial survey and an application of time-varying linear prediction. Speech Commun. Ville Vestman, Dhananjaya N. Gowda, Md. Sahidullah, Paavo Alku, Tomi Kinnunen
2018	—	`conf`	Supervector Compression Strategies to Speed up I-Vector System Development. Odyssey Ville Vestman, Tomi Kinnunen
2018	J	`jnl`	Supervector Compression Strategies to Speed up I-Vector System Development. CoRR Ville Vestman, Tomi Kinnunen
2018	—	`conf`	The Voice Conversion Challenge 2018: Promoting Development of Parallel and Nonparallel Methods. Odyssey Jaime Lorenzo-Trueba, Junichi Yamagishi, Tomoki Toda, Daisuke Saito, Fernando Villavicencio, Tomi Kinnunen, Zhen-Hua Ling
2018	J	`jnl`	The Voice Conversion Challenge 2018: Promoting Development of Parallel and Nonparallel Methods. CoRR Jaime Lorenzo-Trueba, Junichi Yamagishi, Tomoki Toda, Daisuke Saito, Fernando Villavicencio, Tomi Kinnunen, Zhen-Hua Ling
2018	—	`conf`	Transforming acoustic characteristics to deceive playback spoofing countermeasures of speaker verification systems. WIFS Fuming Fang, Junichi Yamagishi, Isao Echizen, Md. Sahidullah, Tomi Kinnunen
2018	J	`jnl`	Transforming acoustic characteristics to deceive playback spoofing countermeasures of speaker verification systems. CoRR Fuming Fang, Junichi Yamagishi, Isao Echizen, Md. Sahidullah, Tomi Kinnunen
2018	A	`conf`	Waveform to Single Sinusoid Regression to Estimate the F0 Contour from Noisy Speech Using Recurrent Deep Neural Networks. INTERSPEECH Akihiro Kato, Tomi Kinnunen
2018	J	`jnl`	Waveform to Single Sinusoid Regression to Estimate the F0 Contour from Noisy Speech Using Recurrent Deep Neural Networks. CoRR Akihiro Kato, Tomi Kinnunen
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
2018	—	`conf`	t-DCF: a Detection Cost Function for the Tandem Assessment of Spoofing Countermeasures and Automatic Speaker Verification. Odyssey Tomi Kinnunen, Kong-Aik Lee, Héctor Delgado, Nicholas W. D. Evans, Massimiliano Todisco, Md. Sahidullah, Junichi Yamagishi, Douglas A. Reynolds
2018	J	`jnl`	t-DCF: a Detection Cost Function for the Tandem Assessment of Spoofing Countermeasures and Automatic Speaker Verification. CoRR Tomi Kinnunen, Kong-Aik Lee, Héctor Delgado, Nicholas W. D. Evans, Massimiliano Todisco, Md. Sahidullah, Junichi Yamagishi, Douglas A. Reynolds
2017	J	`jnl`	ASVspoof: The Automatic Speaker Verification Spoofing and Countermeasures Challenge. IEEE J. Sel. Top. Signal Process. Zhizheng Wu, Junichi Yamagishi, Tomi Kinnunen, Cemal Hanilçi, Md. Sahidullah, Aleksandr Sizov, Nicholas W. D. Evans, Massimiliano Todisco
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	J	`jnl`	Direct Optimization of the Detection Cost for I-Vector-Based Spoken Language Recognition. IEEE ACM Trans. Audio Speech Lang. Process. Aleksandr Sizov, Kong-Aik Lee, 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	—	`conf`	Impact of Bandwidth and Channel Variation on Presentation Attack Detection for Speaker Verification. BIOSIG Héctor Delgado, Massimiliano Todisco, Nicholas W. D. Evans, Md. Sahidullah, Wei Ming Liu, Federico Alegre, Tomi Kinnunen, Benoit G. B. Fauve
2017	A	`conf`	Improving Speaker Verification Performance in Presence of Spoofing Attacks Using Out-of-Domain Spoofed Data. INTERSPEECH Achintya Kumar Sarkar, Md. Sahidullah, Zheng-Hua Tan, Tomi Kinnunen
2017	J	`jnl`	Introduction to the Issue on Spoofing and Countermeasures for Automatic Speaker Verification. IEEE J. Sel. Top. Signal Process. Junichi Yamagishi, Tomi Kinnunen, Nicholas W. D. Evans, Phillip L. De Leon, Isabel Trancoso
2017	Misc	`conf`	Non-parallel voice conversion using i-vector PLDA: towards unifying speaker verification and transformation. ICASSP Tomi Kinnunen, Lauri Juvela, Paavo Alku, Junichi Yamagishi
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 ASVspoof 2017 Challenge: Assessing the Limits of Replay Spoofing Attack Detection. INTERSPEECH Tomi Kinnunen, Md. Sahidullah, Héctor Delgado, Massimiliano Todisco, Nicholas W. D. Evans, Junichi Yamagishi, 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
2017	A	`conf`	Time-Varying Autoregressions for Speaker Verification in Reverberant Conditions. INTERSPEECH Ville Vestman, Dhananjaya N. Gowda, Md. Sahidullah, Paavo Alku, Tomi Kinnunen
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`	Discriminating Languages in a Probabilistic Latent Subspace. Odyssey Aleksandr Sizov, Kong-Aik Lee, Tomi Kinnunen
2016	Misc	`conf`	Discriminative multi-domain PLDA for speaker verification. ICASSP Alexey Sholokhov, Tomi Kinnunen, Sandro Cumani
2016	—	`conf`	Further optimisations of constant Q cepstral processing for integrated utterance and text-dependent speaker verification. SLT Héctor Delgado, Massimiliano Todisco, Md. Sahidullah, Achintya Kumar Sarkar, Nicholas W. D. Evans, Tomi Kinnunen, Zheng-Hua Tan
2016	—	`conf`	GPS Trajectory Biometrics: From Where You Were to How You Move. S+SSPR Sami Sieranoja, Tomi Kinnunen, Pasi Fränti
2016	A	`conf`	HAPPY Team Entry to NIST OpenSAD Challenge: A Fusion of Short-Term Unsupervised and Segment i-Vector Based Speech Activity Detectors. INTERSPEECH Tomi Kinnunen, Alexey Sholokhov, Elie Khoury, Dennis Alexander Lehmann Thomsen, Md. Sahidullah, Zheng-Hua Tan
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	A	`conf`	Integrated Spoofing Countermeasures and Automatic Speaker Verification: An Evaluation on ASVspoof 2015. INTERSPEECH Md. Sahidullah, Héctor Delgado, Massimiliano Todisco, Hong Yu, Tomi Kinnunen, Nicholas W. D. Evans, Zheng-Hua Tan
2016	J	`jnl`	Local spectral variability features for speaker verification. Digit. Signal Process. Md. Sahidullah, Tomi Kinnunen
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	J	`jnl`	Spoofing Detection Goes Noisy: An Analysis of Synthetic Speech Detection in the Presence of Additive Noise. CoRR Cemal Hanilçi, Tomi Kinnunen, Md. Sahidullah, Aleksandr Sizov
2016	J	`jnl`	Spoofing detection goes noisy: An analysis of synthetic speech detection in the presence of additive noise. Speech Commun. Cemal Hanilçi, Tomi Kinnunen, Md. Sahidullah, Aleksandr Sizov
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	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	A	`conf`	A comparison of features for synthetic speech detection. INTERSPEECH Md. Sahidullah, Tomi Kinnunen, Cemal Hanilçi
2015	A	`conf`	ASVspoof 2015: the first automatic speaker verification spoofing and countermeasures challenge. INTERSPEECH Zhizheng Wu, Tomi Kinnunen, Nicholas W. D. Evans, Junichi Yamagishi, Cemal Hanilçi, Md. Sahidullah, Aleksandr Sizov
2015	—	`ch.`	Anti-spoofing, Voice Conversion. Encyclopedia of Biometrics Nicholas W. D. Evans, Federico Alegre, Zhizheng Wu, Tomi Kinnunen
2015	—	`ch.`	Anti-spoofing, Voice Databases. Encyclopedia of Biometrics Nicholas W. D. Evans, Federico Alegre, Tomi Kinnunen, Zhizheng Wu, Junichi Yamagishi
2015	A	`conf`	Automatic speaker verification spoofing and countermeasures (ASVspoof 2015): introductory talk by the organizers. INTERSPEECH Zhizheng Wu, Tomi Kinnunen
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`	Classifiers for synthetic speech detection: a comparison. INTERSPEECH Cemal Hanilçi, Tomi Kinnunen, Md. Sahidullah, Aleksandr Sizov
2015	A	`conf`	Exploring ANN back-ends for i-vector based speaker age estimation. INTERSPEECH Anna Fedorova, Ondrej Glembek, Tomi Kinnunen, Pavel Matejka
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
2015	J	`jnl`	Joint Speaker Verification and Antispoofing in the i-Vector Space. IEEE Trans. Inf. Forensics Secur. Aleksandr Sizov, Elie Khoury, Tomi Kinnunen, Zhizheng Wu, Sébastien Marcel
2015	A	`conf`	Speaker recognition for speech under face cover. INTERSPEECH Rahim Saeidi, Tuija Niemi, Hanna Karppelin, Jouni Pohjalainen, Tomi Kinnunen, Paavo Alku
2015	J	`jnl`	Spoofing and countermeasures for speaker verification: A survey. Speech Commun. Zhizheng Wu, Nicholas W. D. Evans, Tomi Kinnunen, Junichi Yamagishi, Federico Alegre, Haizhou Li
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`	Bayesian analysis of similarity matrices for speaker diarization. ICASSP Alexey Sholokhov, Timur Pekhovsky, Oleg Kudashev, Andrey Shulipa, Tomi Kinnunen
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
2014	A	`conf`	Introducing i-vectors for joint anti-spoofing and speaker verification. INTERSPEECH Elie Khoury, Tomi Kinnunen, Aleksandr Sizov, Zhizheng Wu, Sébastien Marcel
2014	J	`jnl`	Mixture Linear Prediction in Speaker Verification Under Vocal Effort Mismatch. IEEE Signal Process. Lett. Jouni Pohjalainen, Cemal Hanilçi, Tomi Kinnunen, Paavo Alku
2014	J	`jnl`	Source cell-phone recognition from recorded speech using non-speech segments. Digit. Signal Process. Cemal Hanilçi, Tomi Kinnunen
2014	—	`ch.`	Speaker Recognition Anti-spoofing. Handbook of Biometric Anti-Spoofing Nicholas W. D. Evans, Tomi Kinnunen, Junichi Yamagishi, Zhizheng Wu, Federico Alegre, Phillip L. De Leon
2014	—	`conf`	The NIST 2014 Speaker Recognition i-vector Machine Learning Challenge. Odyssey Alan McCree, Douglas A. Reynolds, Daniel Garcia-Romero, Tomi Kinnunen, Craig S. Greenberg, Désiré Bansé, George R. Doddington, John J. Godfrey, Alvin F. Martin, Mark A. Przybocki
2014	—	`conf`	Unifying Probabilistic Linear Discriminant Analysis Variants in Biometric Authentication. S+SSPR Aleksandr Sizov, Kong-Aik Lee, Tomi Kinnunen
2013	Misc	`conf`	A practical, self-adaptive voice activity detector for speaker verification with noisy telephone and microphone data. ICASSP Tomi Kinnunen, Padmanabhan Rajan
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`	Comparison of spectrum estimators in speaker verification: mismatch conditions induced by vocal effort. INTERSPEECH Cemal Hanilçi, Tomi Kinnunen, Padmanabhan Rajan, Jouni Pohjalainen, Paavo Alku, Figen Ertas
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`	Exemplar-based unit selection for voice conversion utilizing temporal information. INTERSPEECH Zhizheng Wu, Tuomas Virtanen, Tomi Kinnunen, Engsiong Chng, Haizhou Li
2013	—	`conf`	Exemplar-based voice conversion using non-negative spectrogram deconvolution. SSW Zhizheng Wu, Tuomas Virtanen, Tomi Kinnunen, Eng Siong Chng, Haizhou Li
2013	A	`conf`	Foreign accent detection from spoken Finnish using i-vectors. INTERSPEECH Hamid Behravan, Ville Hautamäki, Tomi Kinnunen
2013	A	`conf`	Frequency warping and robust speaker verification: a comparison of alternative mel-scale representations. INTERSPEECH Tomi Kinnunen, Md. Jahangir Alam, Pavel Matejka, Patrick Kenny, Jan Cernocký, Douglas D. O'Shaughnessy
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	J	`jnl`	Joint Source-Filter Optimization for Accurate Vocal Tract Estimation Using Differential Evolution. IEEE Trans. Speech Audio Process. Olaf Schleusing, Tomi Kinnunen, Brad H. Story, Jean-Marc Vesin
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	J	`jnl`	Multitaper MFCC and PLP features for speaker verification using i-vectors. Speech Commun. Md. Jahangir Alam, Tomi Kinnunen, Patrick Kenny, Pierre Ouellet, Douglas D. O'Shaughnessy
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
2013	Misc	`conf`	Speaker identification from shouted speech: Analysis and compensation. ICASSP Cemal Hanilçi, Tomi Kinnunen, Rahim Saeidi, Jouni Pohjalainen, Paavo Alku, Figen Ertas
2013	A	`conf`	Spoofing and countermeasures for automatic speaker verification. INTERSPEECH Nicholas W. D. Evans, Tomi Kinnunen, Junichi Yamagishi
2013	A	`conf`	Using group delay functions from all-pole models for speaker recognition. INTERSPEECH Padmanabhan Rajan, Tomi Kinnunen, Cemal Hanilçi, Jouni Pohjalainen, Paavo Alku
2013	A	`conf`	Vulnerability evaluation of speaker verification under voice conversion spoofing: the effect of text constraints. INTERSPEECH Zhizheng Wu, Anthony Larcher, Kong-Aik Lee, Engsiong Chng, Tomi Kinnunen, Haizhou Li
2012	J	`jnl`	A Joint Approach for Single-Channel Speaker Identification and Speech Separation. IEEE Trans. Speech Audio Process. Pejman Mowlaee, Rahim Saeidi, Mads Græsbøll Christensen, Zheng-Hua Tan, Tomi Kinnunen, Pasi Fränti, Søren Holdt Jensen
2012	—	`conf`	A study on spoofing attack in state-of-the-art speaker verification: the telephone speech case. APSIPA Zhizheng Wu, Tomi Kinnunen, Engsiong Chng, Haizhou Li, Eliathamby Ambikairajah
2012	—	`conf`	Audio context recognition in variable mobile environments from short segments using speaker and language recognizers. Odyssey Tomi Kinnunen, Rahim Saeidi, Jussi Leppänen, Jukka Saarinen
2012	Misc	`conf`	Comparing spectrum estimators in speaker verification under additive noise degradation. ICASSP Cemal Hanilçi, Tomi Kinnunen, Rahim Saeidi, Jouni Pohjalainen, Paavo Alku, Figen Ertas, Johan Sandberg, Maria Hansson-Sandsten
2012	Misc	`conf`	Intonational speaker verification: A study on parameters and performance under noisy conditions. ICASSP Sadjad Siddiq, Tomi Kinnunen, Martti Vainio, Stefan Werner
2012	J	`jnl`	Low-Variance Multitaper MFCC Features: A Case Study in Robust Speaker Verification. IEEE Trans. Speech Audio Process. Tomi Kinnunen, Rahim Saeidi, Filip Sedlak, Kong-Aik Lee, Johan Sandberg, Maria Hansson-Sandsten, Haizhou Li
2012	J	`jnl`	Mixture of Factor Analyzers Using Priors From Non-Parallel Speech for Voice Conversion. IEEE Signal Process. Lett. Zhizheng Wu, Tomi Kinnunen, Engsiong Chng, Haizhou Li
2012	—	`conf`	Regularization of all-pole models for speaker verification under additive noise. Odyssey Cemal Hanilçi, Tomi Kinnunen, Rahim Saeidi, Jouni Pohjalainen, Paavo Alku, Figen Ertas
2012	J	`jnl`	Regularized All-Pole Models for Speaker Verification Under Noisy Environments. IEEE Signal Process. Lett. Cemal Hanilçi, Tomi Kinnunen, Figen Ertas, Rahim Saeidi, Jouni Pohjalainen, Paavo Alku
2012	A	`conf`	SWAN - Scientific Writing AssistaNt. A Tool for Helping Scholars to Write Reader-Friendly Manuscripts. EACL Tomi Kinnunen, Henri Leisma, Monika Machunik, Tuomo Kakkonen, Jean-Luc LeBrun
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
2012	Misc	`conf`	Vulnerability of speaker verification systems against voice conversion spoofing attacks: The case of telephone speech. ICASSP Tomi Kinnunen, Zhizheng Wu, Kong-Aik Lee, Filip Sedlak, Engsiong Chng, 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	J	`jnl`	Comparison of clustering methods: A case study of text-independent speaker modeling. Pattern Recognit. Lett. Tomi Kinnunen, Ilja Sidoroff, Marko Tuononen, Pasi Fränti
2011	C	`conf`	Multi-site heterogeneous system fusions for the Albayzin 2010 Language Recognition Evaluation. ASRU Luis Javier Rodríguez, Mikel Peñagarikano, Amparo Varona, Mireia Díez, Germán Bordel, David Martínez González, Jesús Antonio Villalba López, Antonio Miguel, Alfonso Ortega, Eduardo Lleida, Alberto Abad, Oscar Koller, Isabel Trancoso, Paula Lopez-Otero, Laura Docío Fernández, Carmen García-Mateo, Rahim Saeidi, Mehdi Soufifar, Tomi Kinnunen, Torbjørn Svendsen, Pasi Fränti
2011	C	`conf`	Multi-taper MFCC features for speaker verification using I-vectors. ASRU Md. Jahangir Alam, Tomi Kinnunen, Patrick Kenny, Pierre Ouellet, Douglas D. O'Shaughnessy
2011	A	`conf`	Regularized Logistic Regression Fusion for Speaker Verification. INTERSPEECH Ville Hautamäki, Kong-Aik Lee, Tomi Kinnunen, Bin Ma, Haizhou Li
2011	Misc	`conf`	Shout detection in noise. ICASSP Jouni Pohjalainen, Paavo Alku, Tomi Kinnunen
2011	A	`conf`	Sinusoidal Approach for the Single-Channel Speech Separation and Recognition Challenge. INTERSPEECH Pejman Mowlaee, Rahim Saeidi, Zheng-Hua Tan, Mads Græsbøll Christensen, Tomi Kinnunen, Pasi Fränti, Søren Holdt Jensen
2011	J	`jnl`	Using Discrete Probabilities With Bhattacharyya Measure for SVM-Based Speaker Verification. IEEE ACM Trans. Audio Speech Lang. Process. Kong Aik Lee, Chang Huai You, Haizhou Li, Tomi Kinnunen, Khe Chai Sim
2010	J	`jnl`	An overview of text-independent speaker recognition: From features to supervectors. Speech Commun. Tomi Kinnunen, Haizhou Li
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	—	`conf`	Discrete expected likelihood kernel for SVM-based speaker verification. EUSIPCO Kong-Aik Lee, Haizhou Li, Chang Huai You, Tomi Kinnunen, Khe Chai Sim
2010	A	`conf`	Extended weighted linear prediction (XLP) analysis of speech and its application to speaker verification in adverse conditions. INTERSPEECH Jouni Pohjalainen, Rahim Saeidi, Tomi Kinnunen, Paavo Alku
2010	A	`conf`	Improving monaural speaker identification by double-talk detection. INTERSPEECH Rahim Saeidi, Pejman Mowlaee, Tomi Kinnunen, Zheng-Hua Tan, Mads Græsbøll Christensen, Søren Holdt Jensen, Pasi Fränti
2010	Misc	`conf`	Joint frame and Gaussian selection for text independent speaker verification. ICASSP Rahim Saeidi, Tomi Kinnunen, Hamid Reza Sadegh Mohammadi, Robert D. Rodman, Pasi Fränti
2010	J	`jnl`	Multitaper Estimation of Frequency-Warped Cepstra With Application to Speaker Verification. IEEE Signal Process. Lett. Johan Sandberg, Maria Hansson-Sandsten, Tomi Kinnunen, Rahim Saeidi, Patrick Flandrin, Pierre Borgnat
2010	B	`conf`	Signal-to-Signal Ratio Independent Speaker Identification for Co-channel Speech Signals. ICPR Rahim Saeidi, Pejman Mowlaee, Tomi Kinnunen, Zheng-Hua Tan, Mads Græsbøll Christensen, Søren Holdt Jensen, Pasi Fränti
2010	—	`conf`	Temporally Weighted Linear Prediction Features for Speaker Verification in Additive Noise. Odyssey Rahim Saeidi, Jouni Pohjalainen, Tomi Kinnunen, Paavo Alku
2010	J	`jnl`	Temporally Weighted Linear Prediction Features for Tackling Additive Noise in Speaker Verification. IEEE Signal Process. Lett. Rahim Saeidi, Jouni Pohjalainen, Tomi Kinnunen, Paavo Alku
2010	A	`conf`	Text-independent F0 transformation with non-parallel data for voice conversion. INTERSPEECH Zhizheng Wu, Tomi Kinnunen, Engsiong Chng, Haizhou Li
2010	B	`conf`	Towards task-independent person authentication using eye movement signals. ETRA Tomi Kinnunen, Filip Sedlak, Roman Bednarik
2010	A	`conf`	What else is new than the hamming window? robust MFCCs for speaker recognition via multitapering. INTERSPEECH Tomi Kinnunen, Rahim Saeidi, Johan Sandberg, Maria Hansson-Sandsten
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	Misc	`conf`	On separating glottal source and vocal tract information in telephony speaker verification. ICASSP Tomi Kinnunen, Paavo Alku
2008	A	`conf`	Characterizing speech utterances for speaker verification with sequence kernel SVM. INTERSPEECH Kong-Aik Lee, Changhuai You, Haizhou Li, Tomi Kinnunen, Donglai Zhu
2008	—	`conf`	Dimension reduction of the modulation spectrogram for speaker verification. Odyssey Tomi Kinnunen, Kong-Aik Lee, Haizhou Li
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	J	`jnl`	Text-independent speaker recognition using graph matching. Pattern Recognit. Lett. Ville Hautamäki, Tomi Kinnunen, Pasi Fränti
2007	A	`conf`	A GMM-based probabilistic sequence kernel for speaker verification. INTERSPEECH Kong-Aik Lee, Changhuai You, Haizhou Li, Tomi Kinnunen
2007	—	`conf`	A New Segmentation Algorithm Combined with Transient Frames Power for Text Independent Speaker Verification. ICASSP (4) Rahim Saeidi, H. R. S. Mohammadi, Robert D. Rodman, Tomi Kinnunen
2007	—	`conf`	Speaker Verification with Adaptive Spectral Subband Centroids. ICB Tomi Kinnunen, Bingjun Zhang, Jia Zhu, Ye Wang
2006	—	`conf`	Fusion of Acoustic and Tokenization Features for Speaker Recognition. ISCSLP (Selected Papers) Rong Tong, Bin Ma, Kong-Aik Lee, Changhuai You, Donglai Zhu, Tomi Kinnunen, Hanwu Sun, Minghui Dong, Chng Eng Siong, Haizhou Li
2006	—	`conf`	Joint Acoustic-Modulation Frequency for Speaker Recognition. ICASSP (1) Tomi Kinnunen
2006	—	`conf`	On the Use of Long-Term Average Spectrum in Automatic Speaker Recognition. ISCSLP Tomi Kinnunen, Ville Hautamäki, Pasi Fränti
2006	J	`jnl`	Real-time speaker identification and verification. IEEE Trans. Speech Audio Process. Tomi Kinnunen, Evgeny Karpov, Pasi Fränti
2006	—	`conf`	Temporal Discrete Cosine Transform: Towards Longer Term Temporal Features for Speaker Verification. ISCSLP Tomi Kinnunen, Chin-Wei Eugene Koh, Lei Wang, Haizhou Li, Eng Siong Chng
2006	—	`conf`	The IIR Submission to CSLP 2006 Speaker Recognition Evaluation. ISCSLP (Selected Papers) Kong-Aik Lee, Hanwu Sun, Rong Tong, Bin Ma, Minghui Dong, Changhuai You, Donglai Zhu, Chin-Wei Eugene Koh, Lei Wang, Tomi Kinnunen, Chng Eng Siong, Haizhou Li
2005	—	`conf`	Eye-Movements as a Biometric. SCIA Roman Bednarik, Tomi Kinnunen, Andrei Mihaila, Pasi Fränti
2005	—	`conf`	Improving K-Means by Outlier Removal. SCIA Ville Hautamäki, Svetlana Cherednichenko, Ismo Kärkkäinen, Tomi Kinnunen, Pasi Fränti
2004	A	`conf`	Efficient online cohort selection method for speaker verification. INTERSPEECH Tomi Kinnunen, Evgeny Karpov, Pasi Fränti
2004	A	`conf`	Real-time speaker identification. INTERSPEECH Pasi Fränti, Evgeny Karpov, Tomi Kinnunen
2003	—	`conf`	A Speaker Pruning Algorithm for Real-Time Speaker Identification. AVBPA Tomi Kinnunen, Evgeny Karpov, Pasi Fränti
2003	A	`conf`	On the fusion of dissimilarity-based classifiers for speaker identification. INTERSPEECH Tomi Kinnunen, Ville Hautamäki, Pasi Fränti
2002	—	`conf`	Class-Discriminative Weighted Distortion Measure for VQ-based Speaker Identification. SSPR/SPR Tomi Kinnunen, Ismo Kärkkäinen
2002	A	`conf`	Designing a speaker-discriminative adaptive filter bank for speaker recognition. INTERSPEECH Tomi Kinnunen
2001	A	`conf`	Is speech data clustered? - statistical analysis of cepstral features. INTERSPEECH Tomi Kinnunen, Ismo Kärkkäinen, Pasi Fränti
2001	—	`conf`	Speaker Discriminative Weighting Method for VQ-Based Speaker Identification. AVBPA Tomi Kinnunen, Pasi Fränti