Speaker Discriminative Weighting Method for VQ-Based Speaker Identification. - Tomi Kinnunen; Pasi Fränti (AVBPA, 2001)

Is speech data clustered? - statistical analysis of cepstral features. - Tomi Kinnunen; Ismo Kärkkäinen; Pasi Fränti (INTERSPEECH, 2001)

Designing a speaker-discriminative adaptive filter bank for speaker recognition. - Tomi Kinnunen (INTERSPEECH, 2002)

Class-Discriminative Weighted Distortion Measure for VQ-based Speaker Identification. - Tomi Kinnunen; Ismo Kärkkäinen (SSPR/SPR, 2002)

A Speaker Pruning Algorithm for Real-Time Speaker Identification. - Tomi Kinnunen; Evgeny Karpov; Pasi Fränti (AVBPA, 2003)

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

Real-time speaker identification. - Pasi Fränti; Evgeny Karpov; Tomi Kinnunen (INTERSPEECH, 2004)

Efficient online cohort selection method for speaker verification. - Tomi Kinnunen; Evgeny Karpov; Pasi Fränti (INTERSPEECH, 2004)

Eye-Movements as a Biometric. - Roman Bednarik; Tomi Kinnunen; Andrei Mihaila; Pasi Fränti (SCIA, 2005)

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

Joint Acoustic-Modulation Frequency for Speaker Recognition. - Tomi Kinnunen (ICASSP (1), 2006)

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

Temporal Discrete Cosine Transform: Towards Longer Term Temporal Features for Speaker Verification. - Tomi Kinnunen; Chin-Wei Eugene Koh; Lei Wang 020; Haizhou Li 001; Eng Siong Chng (ISCSLP, 2006)

The IIR Submission to CSLP 2006 Speaker Recognition Evaluation. - Kong-Aik Lee; Hanwu Sun; Rong Tong; Bin Ma 001; Minghui Dong; Changhuai You; Donglai Zhu; Chin-Wei Eugene Koh; Lei Wang 020; Tomi Kinnunen; Chng Eng Siong; Haizhou Li 001 (ISCSLP (Selected Papers), 2006)

Fusion of Acoustic and Tokenization Features for Speaker Recognition. - Rong Tong; Bin Ma 001; Kong-Aik Lee; Changhuai You; Donglai Zhu; Tomi Kinnunen; Hanwu Sun; Minghui Dong; Chng Eng Siong; Haizhou Li 001 (ISCSLP (Selected Papers), 2006)

Real-time speaker identification and verification. - Tomi Kinnunen; Evgeny Karpov; Pasi Fränti (IEEE Trans. Speech Audio Process., 2006)

A New Segmentation Algorithm Combined with Transient Frames Power for Text Independent Speaker Verification. - Rahim Saeidi; H. R. S. Mohammadi; Robert D. Rodman; Tomi Kinnunen (ICASSP (4), 2007)

Speaker Verification with Adaptive Spectral Subband Centroids. - Tomi Kinnunen; Bingjun Zhang; Jia Zhu 004; Ye Wang 007 (ICB, 2007)

A GMM-based probabilistic sequence kernel for speaker verification. - Kong-Aik Lee; Changhuai You; Haizhou Li 001; Tomi Kinnunen (INTERSPEECH, 2007)

Characterizing speech utterances for speaker verification with sequence kernel SVM. - Kong-Aik Lee; Changhuai You; Haizhou Li 001; Tomi Kinnunen; Donglai Zhu (INTERSPEECH, 2008)

Dimension reduction of the modulation spectrogram for speaker verification. - Tomi Kinnunen; Kong-Aik Lee; Haizhou Li 001 (Odyssey, 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)

On separating glottal source and vocal tract information in telephony speaker verification. - Tomi Kinnunen; Paavo Alku (ICASSP, 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)

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)

Towards task-independent person authentication using eye movement signals. - Tomi Kinnunen; Filip Sedlak; Roman Bednarik (ETRA, 2010)

Discrete expected likelihood kernel for SVM-based speaker verification. - Kong-Aik Lee; Haizhou Li 001; Chang Huai You; Tomi Kinnunen; Khe Chai Sim (EUSIPCO, 2010)

Joint frame and Gaussian selection for text independent speaker verification. - Rahim Saeidi; Tomi Kinnunen; Hamid Reza Sadegh Mohammadi; Robert D. Rodman; Pasi Fränti (ICASSP, 2010)

Signal-to-Signal Ratio Independent Speaker Identification for Co-channel Speech Signals. - Rahim Saeidi; Pejman Mowlaee; Tomi Kinnunen; Zheng-Hua Tan; Mads Græsbøll Christensen; Søren Holdt Jensen; Pasi Fränti (ICPR, 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)

What else is new than the hamming window? robust MFCCs for speaker recognition via multitapering. - Tomi Kinnunen; Rahim Saeidi; Johan Sandberg; Maria Hansson-Sandsten (INTERSPEECH, 2010)

Extended weighted linear prediction (XLP) analysis of speech and its application to speaker verification in adverse conditions. - Jouni Pohjalainen; Rahim Saeidi; Tomi Kinnunen; Paavo Alku (INTERSPEECH, 2010)

Improving monaural speaker identification by double-talk detection. - Rahim Saeidi; Pejman Mowlaee; Tomi Kinnunen; Zheng-Hua Tan; Mads Græsbøll Christensen; Søren Holdt Jensen; Pasi Fränti (INTERSPEECH, 2010)

Text-independent F0 transformation with non-parallel data for voice conversion. - Zhizheng Wu 001; Tomi Kinnunen; Engsiong Chng; Haizhou Li 001 (INTERSPEECH, 2010)

Temporally Weighted Linear Prediction Features for Speaker Verification in Additive Noise. - Rahim Saeidi; Jouni Pohjalainen; Tomi Kinnunen; Paavo Alku (Odyssey, 2010)

An overview of text-independent speaker recognition: From features to supervectors. - Tomi Kinnunen; Haizhou Li 001 (Speech Commun., 2010)

Temporally Weighted Linear Prediction Features for Tackling Additive Noise in Speaker Verification. - Rahim Saeidi; Jouni Pohjalainen; Tomi Kinnunen; Paavo Alku (IEEE Signal Process. Lett., 2010)

Multitaper Estimation of Frequency-Warped Cepstra With Application to Speaker Verification. - Johan Sandberg; Maria Hansson-Sandsten; Tomi Kinnunen; Rahim Saeidi; Patrick Flandrin; Pierre Borgnat (IEEE Signal Process. Lett., 2010)

Multi-taper MFCC features for speaker verification using I-vectors. - Md. Jahangir Alam 001; Tomi Kinnunen; Patrick Kenny; Pierre Ouellet; Douglas D. O'Shaughnessy (ASRU, 2011)

Multi-site heterogeneous system fusions for the Albayzin 2010 Language Recognition Evaluation. - Luis Javier Rodríguez; Mikel Peñagarikano; Amparo Varona; Mireia Díez; Germán Bordel; David Martínez González; Jesús Antonio Villalba López; Antonio Miguel; Alfonso Ortega 001; Eduardo Lleida; Alberto Abad; Oscar Koller; et al. (ASRU, 2011)

Shout detection in noise. - Jouni Pohjalainen; Paavo Alku; Tomi Kinnunen (ICASSP, 2011)

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

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

Sinusoidal Approach for the Single-Channel Speech Separation and Recognition Challenge. - Pejman Mowlaee; Rahim Saeidi; Zheng-Hua Tan; Mads Græsbøll Christensen; Tomi Kinnunen; Pasi Fränti; Søren Holdt Jensen (INTERSPEECH, 2011)

Comparison of clustering methods: A case study of text-independent speaker modeling. - Tomi Kinnunen; Ilja Sidoroff; Marko Tuononen; Pasi Fränti (Pattern Recognit. Lett., 2011)

Using Discrete Probabilities With Bhattacharyya Measure for SVM-Based Speaker Verification. - Kong Aik Lee; Chang Huai You; Haizhou Li 001; Tomi Kinnunen; Khe Chai Sim (IEEE ACM Trans. Audio Speech Lang. Process., 2011)

A study on spoofing attack in state-of-the-art speaker verification: the telephone speech case. - Zhizheng Wu 001; Tomi Kinnunen; Engsiong Chng; Haizhou Li 001; Eliathamby Ambikairajah (APSIPA, 2012)

SWAN - Scientific Writing AssistaNt. A Tool for Helping Scholars to Write Reader-Friendly Manuscripts. - Tomi Kinnunen; Henri Leisma; Monika Machunik; Tuomo Kakkonen; Jean-Luc LeBrun (EACL, 2012)

Comparing spectrum estimators in speaker verification under additive noise degradation. - Cemal Hanilçi; Tomi Kinnunen; Rahim Saeidi; Jouni Pohjalainen; Paavo Alku; Figen Ertas; Johan Sandberg; Maria Hansson-Sandsten (ICASSP, 2012)

Vulnerability of speaker verification systems against voice conversion spoofing attacks: The case of telephone speech. - Tomi Kinnunen; Zhizheng Wu 001; Kong-Aik Lee; Filip Sedlak; Engsiong Chng; Haizhou Li 001 (ICASSP, 2012)

Intonational speaker verification: A study on parameters and performance under noisy conditions. - Sadjad Siddiq; Tomi Kinnunen; Martti Vainio; Stefan Werner 003 (ICASSP, 2012)

Regularization of all-pole models for speaker verification under additive noise. - Cemal Hanilçi; Tomi Kinnunen; Rahim Saeidi; Jouni Pohjalainen; Paavo Alku; Figen Ertas (Odyssey, 2012)

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)

Audio context recognition in variable mobile environments from short segments using speaker and language recognizers. - Tomi Kinnunen; Rahim Saeidi; Jussi Leppänen; Jukka Saarinen (Odyssey, 2012)

Regularized All-Pole Models for Speaker Verification Under Noisy Environments. - Cemal Hanilçi; Tomi Kinnunen; Figen Ertas; Rahim Saeidi; Jouni Pohjalainen; Paavo Alku (IEEE Signal Process. Lett., 2012)

Mixture of Factor Analyzers Using Priors From Non-Parallel Speech for Voice Conversion. - Zhizheng Wu 001; Tomi Kinnunen; Engsiong Chng; Haizhou Li 001 (IEEE Signal Process. Lett., 2012)

Low-Variance Multitaper MFCC Features: A Case Study in Robust Speaker Verification. - Tomi Kinnunen; Rahim Saeidi; Filip Sedlak; Kong-Aik Lee; Johan Sandberg; Maria Hansson-Sandsten; Haizhou Li 001 (IEEE Trans. Speech Audio Process., 2012)

A Joint Approach for Single-Channel Speaker Identification and Speech Separation. - Pejman Mowlaee; Rahim Saeidi; Mads Græsbøll Christensen; Zheng-Hua Tan; Tomi Kinnunen; Pasi Fränti; Søren Holdt Jensen (IEEE Trans. Speech Audio Process., 2012)

Speaker identification from shouted speech: Analysis and compensation. - Cemal Hanilçi; Tomi Kinnunen; Rahim Saeidi; Jouni Pohjalainen; Paavo Alku; Figen Ertas (ICASSP, 2013)

A practical, self-adaptive voice activity detector for speaker verification with noisy telephone and microphone data. - Tomi Kinnunen; Padmanabhan Rajan (ICASSP, 2013)

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

Spoofing and countermeasures for automatic speaker verification. - Nicholas W. D. Evans; Tomi Kinnunen; Junichi Yamagishi (INTERSPEECH, 2013)

Comparison of spectrum estimators in speaker verification: mismatch conditions induced by vocal effort. - Cemal Hanilçi; Tomi Kinnunen; Padmanabhan Rajan; Jouni Pohjalainen; Paavo Alku; Figen Ertas (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)

Frequency warping and robust speaker verification: a comparison of alternative mel-scale representations. - Tomi Kinnunen; Md. Jahangir Alam 001; Pavel Matejka; Patrick Kenny; Jan Cernocký; Douglas D. O'Shaughnessy (INTERSPEECH, 2013)

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

Using group delay functions from all-pole models for speaker recognition. - Padmanabhan Rajan; Tomi Kinnunen; Cemal Hanilçi; Jouni Pohjalainen; Paavo Alku (INTERSPEECH, 2013)

Vulnerability evaluation of speaker verification under voice conversion spoofing: the effect of text constraints. - Zhizheng Wu 001; Anthony Larcher; Kong-Aik Lee; Engsiong Chng; Tomi Kinnunen; Haizhou Li 001 (INTERSPEECH, 2013)

Exemplar-based unit selection for voice conversion utilizing temporal information. - Zhizheng Wu 001; Tuomas Virtanen; Tomi Kinnunen; Engsiong Chng; Haizhou Li 001 (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)

Exemplar-based voice conversion using non-negative spectrogram deconvolution. - Zhizheng Wu 001; Tuomas Virtanen; Tomi Kinnunen; Eng Siong Chng; Haizhou Li 001 (SSW, 2013)

Multitaper MFCC and PLP features for speaker verification using i-vectors. - Md. Jahangir Alam 001; Tomi Kinnunen; Patrick Kenny; Pierre Ouellet; Douglas D. O'Shaughnessy (Speech Commun., 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)

Joint Source-Filter Optimization for Accurate Vocal Tract Estimation Using Differential Evolution. - Olaf Schleusing; Tomi Kinnunen; Brad H. Story; Jean-Marc Vesin (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)

Bayesian analysis of similarity matrices for speaker diarization. - Alexey Sholokhov; Timur Pekhovsky; Oleg Kudashev; Andrey Shulipa; Tomi Kinnunen (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)

Introducing i-vectors for joint anti-spoofing and speaker verification. - Elie Khoury 001; Tomi Kinnunen; Aleksandr Sizov; Zhizheng Wu 001; Sébastien Marcel (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)

The NIST 2014 Speaker Recognition i-vector Machine Learning Challenge. - 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 (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)

Unifying Probabilistic Linear Discriminant Analysis Variants in Biometric Authentication. - Aleksandr Sizov; Kong-Aik Lee; Tomi Kinnunen (S+SSPR, 2014)

Source cell-phone recognition from recorded speech using non-speech segments. - Cemal Hanilçi; Tomi Kinnunen (Digit. Signal Process., 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)

Mixture Linear Prediction in Speaker Verification Under Vocal Effort Mismatch. - Jouni Pohjalainen; Cemal Hanilçi; Tomi Kinnunen; Paavo Alku (IEEE Signal Process. Lett., 2014)

Speaker Recognition Anti-spoofing. - Nicholas W. D. Evans; Tomi Kinnunen; Junichi Yamagishi; Zhizheng Wu 001; Federico Alegre; Phillip L. De Leon (Handbook of Biometric Anti-Spoofing, 2014)

Exploring ANN back-ends for i-vector based speaker age estimation. - Anna Fedorova; Ondrej Glembek; Tomi Kinnunen; Pavel Matejka (INTERSPEECH, 2015)

Classifiers for synthetic speech detection: a comparison. - Cemal Hanilçi; Tomi Kinnunen; Md. Sahidullah; Aleksandr Sizov (INTERSPEECH, 2015)

Speaker recognition for speech under face cover. - Rahim Saeidi; Tuija Niemi; Hanna Karppelin; Jouni Pohjalainen; Tomi Kinnunen; Paavo Alku (INTERSPEECH, 2015)

A comparison of features for synthetic speech detection. - Md. Sahidullah; Tomi Kinnunen; Cemal Hanilçi (INTERSPEECH, 2015)

Automatic speaker verification spoofing and countermeasures (ASVspoof 2015): introductory talk by the organizers. - Zhizheng Wu 001; Tomi Kinnunen (INTERSPEECH, 2015)

ASVspoof 2015: the first automatic speaker verification spoofing and countermeasures challenge. - Zhizheng Wu 001; Tomi Kinnunen; Nicholas W. D. Evans; Junichi Yamagishi; Cemal Hanilçi; Md. Sahidullah; Aleksandr Sizov (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)

Spoofing and countermeasures for speaker verification: A survey. - Zhizheng Wu 001; Nicholas W. D. Evans; Tomi Kinnunen; Junichi Yamagishi; Federico Alegre; Haizhou Li 001 (Speech Commun., 2015)

Joint Speaker Verification and Antispoofing in the i-Vector Space. - Aleksandr Sizov; Elie Khoury 001; Tomi Kinnunen; Zhizheng Wu 001; Sébastien Marcel (IEEE Trans. Inf. Forensics Secur., 2015)

Anti-spoofing, Voice Databases. - Nicholas W. D. Evans; Federico Alegre; Tomi Kinnunen; Zhizheng Wu 001; Junichi Yamagishi (Encyclopedia of Biometrics, 2015)

Anti-spoofing, Voice Conversion. - Nicholas W. D. Evans; Federico Alegre; Zhizheng Wu 001; Tomi Kinnunen (Encyclopedia of Biometrics, 2015)

Discriminative multi-domain PLDA for speaker verification. - Alexey Sholokhov; Tomi Kinnunen; Sandro Cumani (ICASSP, 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)

HAPPY Team Entry to NIST OpenSAD Challenge: A Fusion of Short-Term Unsupervised and Segment i-Vector Based Speech Activity Detectors. - Tomi Kinnunen; Alexey Sholokhov; Elie Khoury 001; Dennis Alexander Lehmann Thomsen; Md. Sahidullah; Zheng-Hua Tan (INTERSPEECH, 2016)

Integrated Spoofing Countermeasures and Automatic Speaker Verification: An Evaluation on ASVspoof 2015. - Md. Sahidullah; Héctor Delgado; Massimiliano Todisco; Hong Yu 015; Tomi Kinnunen; Nicholas W. D. Evans; Zheng-Hua Tan (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)

Discriminating Languages in a Probabilistic Latent Subspace. - Aleksandr Sizov; Kong-Aik Lee; Tomi Kinnunen (Odyssey, 2016)

Further optimisations of constant Q cepstral processing for integrated utterance and text-dependent speaker verification. - Héctor Delgado; Massimiliano Todisco; Md. Sahidullah; Achintya Kumar Sarkar; Nicholas W. D. Evans; Tomi Kinnunen; Zheng-Hua Tan (SLT, 2016)

GPS Trajectory Biometrics: From Where You Were to How You Move. - Sami Sieranoja; Tomi Kinnunen; Pasi Fränti (S+SSPR, 2016)

Local spectral variability features for speaker verification. - Md. Sahidullah; Tomi Kinnunen (Digit. Signal Process., 2016)

Spoofing detection goes noisy: An analysis of synthetic speech detection in the presence of additive noise. - Cemal Hanilçi; Tomi Kinnunen; Md. Sahidullah; Aleksandr Sizov (Speech Commun., 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)

Impact of Bandwidth and Channel Variation on Presentation Attack Detection for Speaker Verification. - Héctor Delgado; Massimiliano Todisco; Nicholas W. D. Evans; Md. Sahidullah; Wei Ming Liu 002; Federico Alegre; Tomi Kinnunen; Benoit G. B. Fauve (BIOSIG, 2017)

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

Non-parallel voice conversion using i-vector PLDA: towards unifying speaker verification and transformation. - Tomi Kinnunen; Lauri Juvela; Paavo Alku; Junichi Yamagishi (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 ASVspoof 2017 Challenge: Assessing the Limits of Replay Spoofing Attack Detection. - Tomi Kinnunen; Md. Sahidullah; Héctor Delgado; Massimiliano Todisco; Nicholas W. D. Evans; Junichi Yamagishi; Kong-Aik Lee (INTERSPEECH, 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)

Improving Speaker Verification Performance in Presence of Spoofing Attacks Using Out-of-Domain Spoofed Data. - Achintya Kumar Sarkar; Md. Sahidullah; Zheng-Hua Tan; Tomi Kinnunen (INTERSPEECH, 2017)

Time-Varying Autoregressions for Speaker Verification in Reverberant Conditions. - Ville Vestman; Dhananjaya N. Gowda; Md. Sahidullah; Paavo Alku; Tomi Kinnunen (INTERSPEECH, 2017)

ASVspoof: The Automatic Speaker Verification Spoofing and Countermeasures Challenge. - Zhizheng Wu 001; Junichi Yamagishi; Tomi Kinnunen; Cemal Hanilçi; Md. Sahidullah; Aleksandr Sizov; Nicholas W. D. Evans; Massimiliano Todisco (IEEE J. Sel. Top. Signal Process., 2017)

Introduction to the Issue on Spoofing and Countermeasures for Automatic Speaker Verification. - Junichi Yamagishi; Tomi Kinnunen; Nicholas W. D. Evans; Phillip L. De Leon; Isabel Trancoso (IEEE J. Sel. Top. Signal Process., 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)

Direct Optimization of the Detection Cost for I-Vector-Based Spoken Language Recognition. - Aleksandr Sizov; Kong-Aik Lee; Tomi Kinnunen (IEEE ACM Trans. Audio Speech Lang. Process., 2017)

Waveform to Single Sinusoid Regression to Estimate the F0 Contour from Noisy Speech Using Recurrent Deep Neural Networks. - Akihiro Kato; Tomi Kinnunen (INTERSPEECH, 2018)

Integrated Presentation Attack Detection and Automatic Speaker Verification: Common Features and Gaussian Back-end Fusion. - Massimiliano Todisco; Héctor Delgado; Kong-Aik Lee; Md. Sahidullah; Nicholas W. D. Evans; Tomi Kinnunen; Junichi Yamagishi (INTERSPEECH, 2018)

ASVspoof 2017 Version 2.0: meta-data analysis and baseline enhancements. - Héctor Delgado; Massimiliano Todisco; Md. Sahidullah; Nicholas W. D. Evans; Tomi Kinnunen; Kong-Aik Lee; Junichi Yamagishi (Odyssey, 2018)

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

A Regression Model of Recurrent Deep Neural Networks for Noise Robust Estimation of the Fundamental Frequency Contour of Speech. - Akihiro Kato; Tomi Kinnunen (Odyssey, 2018)

t-DCF: a Detection Cost Function for the Tandem Assessment of Spoofing Countermeasures and Automatic Speaker Verification. - Tomi Kinnunen; Kong-Aik Lee; Héctor Delgado; Nicholas W. D. Evans; Massimiliano Todisco; Md. Sahidullah; Junichi Yamagishi; Douglas A. Reynolds (Odyssey, 2018)

A Spoofing Benchmark for the 2018 Voice Conversion Challenge: Leveraging from Spoofing Countermeasures for Speech Artifact Assessment. - Tomi Kinnunen; Jaime Lorenzo-Trueba; Junichi Yamagishi; Tomoki Toda; Daisuke Saito; Fernando Villavicencio; Zhen-Hua Ling (Odyssey, 2018)

Can we steal your vocal identity from the Internet?: Initial investigation of cloning Obama's voice using GAN, WaveNet and low-quality found data. - Jaime Lorenzo-Trueba; Fuming Fang; Xin Wang 037; Isao Echizen; Junichi Yamagishi; Tomi Kinnunen (Odyssey, 2018)

The Voice Conversion Challenge 2018: Promoting Development of Parallel and Nonparallel Methods. - Jaime Lorenzo-Trueba; Junichi Yamagishi; Tomoki Toda; Daisuke Saito; Fernando Villavicencio; Tomi Kinnunen; Zhen-Hua Ling (Odyssey, 2018)

Supervector Compression Strategies to Speed up I-Vector System Development. - Ville Vestman; Tomi Kinnunen (Odyssey, 2018)

Transforming acoustic characteristics to deceive playback spoofing countermeasures of speaker verification systems. - Fuming Fang; Junichi Yamagishi; Isao Echizen; Md. Sahidullah; Tomi Kinnunen (WIFS, 2018)

Semi-supervised speech activity detection with an application to automatic speaker verification. - Alexey Sholokhov; Md. Sahidullah; Tomi Kinnunen (Comput. Speech Lang., 2018)

Speaker recognition from whispered speech: A tutorial survey and an application of time-varying linear prediction. - Ville Vestman; Dhananjaya N. Gowda; Md. Sahidullah; Paavo Alku; Tomi Kinnunen (Speech Commun., 2018)

Robust Voice Liveness Detection and Speaker Verification Using Throat Microphones. - Md. Sahidullah; Dennis Alexander Lehmann Thomsen; Rosa González Hautamäki; Tomi Kinnunen; Zheng-Hua Tan; Robert Parts; Martti Pitkänen (IEEE ACM Trans. Audio Speech Lang. Process., 2018)

Towards Controlling False Alarm - Miss Trade-Off in Perceptual Speaker Comparison via Non-Neutral Listening Task Framing. - Rosa González Hautamäki; Tomi H. Kinnunen (ASRU, 2019)

Can We Use Speaker Recognition Technology to Attack Itself? Enhancing Mimicry Attacks Using Automatic Target Speaker Selection. - Tomi Kinnunen; Rosa González Hautamäki; Ville Vestman; Md. Sahidullah (ICASSP, 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)

Audio-Visual Kinship Verification in the Wild. - Xiaoting Wu; Eric Granger; Tomi H. Kinnunen; Xiaoyi Feng; Abdenour Hadid (ICB, 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)

ASVspoof 2019: Future Horizons in Spoofed and Fake Audio Detection. - Massimiliano Todisco; Xin Wang 037; Ville Vestman; Md. Sahidullah; Héctor Delgado; Andreas Nautsch; Junichi Yamagishi; Nicholas W. D. Evans; Tomi H. Kinnunen; Kong Aik Lee (INTERSPEECH, 2019)

Unleashing the Unused Potential of i-Vectors Enabled by GPU Acceleration. - Ville Vestman; Kong Aik Lee; Tomi H. Kinnunen; Takafumi Koshinaka (INTERSPEECH, 2019)

Introduction to Voice Presentation Attack Detection and Recent Advances. - Md. Sahidullah; Héctor Delgado; Massimiliano Todisco; Tomi Kinnunen; Nicholas W. D. Evans; Junichi Yamagishi; Kong-Aik Lee (CoRR, 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)

The ASVspoof 2019 database. - Xin Wang 037; 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; et al. (CoRR, 2019)

Vocal effort compensation for MFCC feature extraction in a shouted versus normal speaker recognition task. - Emma Jokinen; Rahim Saeidi; Tomi Kinnunen; Paavo Alku (Comput. Speech Lang., 2019)

Statistical Regression Models for Noise Robust F0 Estimation Using Recurrent Deep Neural Networks. - Akihiro Kato; Tomi H. Kinnunen (IEEE ACM Trans. Audio Speech Lang. Process., 2019)

Introduction to Voice Presentation Attack Detection and Recent Advances. - Md. Sahidullah; Héctor Delgado; Massimiliano Todisco; Tomi Kinnunen; Nicholas W. D. Evans; Junichi Yamagishi; Kong-Aik Lee (Handbook of Biometric Anti-Spoofing, 2nd Ed., 2019)

Voice Conversion Challenge 2020 – Intra-lingual semi-parallel and cross-lingual voice conversion –. - Yi Zhao 006; Wen-Chin Huang; Xiaohai Tian; Junichi Yamagishi; Rohan Kumar Das; Tomi Kinnunen; Zhen-Hua Ling; Tomoki Toda (Blizzard Challenge / Voice Conversion Challenge, 2020)

Predictions of Subjective Ratings and Spoofing Assessments of Voice Conversion Challenge 2020 Submissions. - Rohan Kumar Das; Tomi Kinnunen; Wen-Chin Huang; Zhen-Hua Ling; Junichi Yamagishi; Yi Zhao 006; Xiaohai Tian; Tomoki Toda (Blizzard Challenge / Voice Conversion Challenge, 2020)

The Attacker's Perspective on Automatic Speaker Verification: An Overview. - Rohan Kumar Das; Xiaohai Tian; Tomi Kinnunen; Haizhou Li 001 (INTERSPEECH, 2020)

Why Did the x-Vector System Miss a Target Speaker? Impact of Acoustic Mismatch Upon Target Score on VoxCeleb Data. - Rosa González Hautamäki; Tomi Kinnunen (INTERSPEECH, 2020)

A Comparative Re-Assessment of Feature Extractors for Deep Speaker Embeddings. - Xuechen Liu; Md. Sahidullah; Tomi Kinnunen (INTERSPEECH, 2020)

Extrapolating False Alarm Rates in Automatic Speaker Verification. - Alexey Sholokhov; Tomi Kinnunen; Ville Vestman; Kong Aik Lee (INTERSPEECH, 2020)

Subband Modeling for Spoofing Detection in Automatic Speaker Verification. - Bhusan Chettri; Tomi Kinnunen; Emmanouil Benetos (Odyssey, 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)

Neural i-vectors. - Ville Vestman; Kong Aik Lee; Tomi Kinnunen (Odyssey, 2020)

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

Introduction to the special issue "Speaker and language characterization and recognition: Voice modeling, conversion, synthesis and ethical aspects". - Jean-François Bonastre; Tomi Kinnunen; Anthony Larcher; Junichi Yamagishi (Comput. Speech Lang., 2020)

Deep generative variational autoencoding for replay spoof detection in automatic speaker verification. - Bhusan Chettri; Tomi Kinnunen; Emmanouil Benetos (Comput. Speech Lang., 2020)

Voice biometrics security: Extrapolating false alarm rate via hierarchical Bayesian modeling of speaker verification scores. - Alexey Sholokhov; Tomi Kinnunen; Ville Vestman; Kong Aik Lee (Comput. Speech Lang., 2020)

Voice Mimicry Attacks Assisted by Automatic Speaker Verification. - Ville Vestman; Tomi Kinnunen; Rosa González Hautamäki; Md. Sahidullah (Comput. Speech Lang., 2020)

ASVspoof 2019: A large-scale public database of synthesized, converted and replayed speech. - Xin Wang 037; 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; et al. (Comput. Speech Lang., 2020)

Tandem Assessment of Spoofing Countermeasures and Automatic Speaker Verification: Fundamentals. - Tomi Kinnunen; Héctor Delgado; Nicholas W. D. Evans; Kong Aik Lee; Ville Vestman; Andreas Nautsch; Massimiliano Todisco; Xin Wang 037; Md. Sahidullah; Junichi Yamagishi; Douglas A. Reynolds (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)

Optimized Power Normalized Cepstral Coefficients Towards Robust Deep Speaker Verification. - Xuechen Liu; Md. Sahidullah; Tomi Kinnunen (ASRU, 2021)

Parameterized Channel Normalization for Far-Field Deep Speaker Verification. - Xuechen Liu; Md. Sahidullah; Tomi Kinnunen (ASRU, 2021)

Data Quality as Predictor of Voice Anti-Spoofing Generalization. - Bhusan Chettri; Rosa González Hautamäki; Md. Sahidullah; Tomi Kinnunen (Interspeech, 2021)

Visualizing Classifier Adjacency Relations: A Case Study in Speaker Verification and Voice Anti-Spoofing. - Tomi Kinnunen; Andreas Nautsch; Md. Sahidullah; Nicholas W. D. Evans; Xin Wang 037; Massimiliano Todisco; Héctor Delgado; Junichi Yamagishi; Kong Aik Lee (Interspeech, 2021)

Learnable MFCCs for Speaker Verification. - Xuechen Liu; Md. Sahidullah; Tomi Kinnunen (ISCAS, 2021)

UIAI System for Short-Duration Speaker Verification Challenge 2020. - Md. Sahidullah; Achintya Kumar Sarkar; Ville Vestman; Xuechen Liu; Romain Serizel; Tomi Kinnunen; Zheng-Hua Tan; Emmanuel Vincent 001 (SLT, 2021)

Articulation During Voice Disguise: A Pilot Study. - Lauri Tavi; Tomi Kinnunen; Einar Meister; Rosa González Hautamäki; Anton Malmi (SPECOM, 2021)

Benchmarking and challenges in security and privacy for voice biometrics. - Jean-François Bonastre; Héctor Delgado; Nicholas W. D. Evans; Tomi Kinnunen; Kong Aik Lee; Xuechen Liu; Andreas Nautsch; Paul-Gauthier Noé; Jose Patino 001; Md. Sahidullah; Brij Mohan Lal Srivastava; Massimiliano Todisco; et al. (CoRR, 2021)

ASVspoof 2021: Automatic Speaker Verification Spoofing and Countermeasures Challenge Evaluation Plan. - Héctor Delgado; Nicholas W. D. Evans; Tomi Kinnunen; Kong Aik Lee; Xuechen Liu; Andreas Nautsch; Jose Patino 001; Md. Sahidullah; Massimiliano Todisco; Xin Wang 037; Junichi Yamagishi (CoRR, 2021)

ASVspoof 2021: accelerating progress in spoofed and deepfake speech detection. - Junichi Yamagishi; Xin Wang 037; Massimiliano Todisco; Md. Sahidullah; Jose Patino 001; Andreas Nautsch; Xuechen Liu; Kong Aik Lee; Tomi Kinnunen; Nicholas W. D. Evans; Héctor Delgado (CoRR, 2021)

ASVtorch toolkit: Speaker verification with deep neural networks. - Kong Aik Lee; Ville Vestman; Tomi Kinnunen (SoftwareX, 2021)

Optimizing Multi-Taper Features for Deep Speaker Verification. - Xuechen Liu; Md. Sahidullah; Tomi Kinnunen (IEEE Signal Process. Lett., 2021)

ASVspoof 2019: Spoofing Countermeasures for the Detection of Synthesized, Converted and Replayed Speech. - Andreas Nautsch; Xin Wang 037; Nicholas W. D. Evans; Tomi H. Kinnunen; Ville Vestman; Massimiliano Todisco; Héctor Delgado; Md. Sahidullah; Junichi Yamagishi; Kong Aik Lee (IEEE Trans. Biom. Behav. Identity Sci., 2021)

Learnable Nonlinear Compression for Robust Speaker Verification. - Xuechen Liu; Md. Sahidullah; Tomi Kinnunen (ICASSP, 2022)

SASV 2022: The First Spoofing-Aware Speaker Verification Challenge. - 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 (INTERSPEECH, 2022)

Gamified Speaker Comparison by Listening. - Sandip Ghimire; Tomi Kinnunen; Rosa González Hautamäki (Odyssey, 2022)

Spoofing-Aware Speaker Verification with Unsupervised Domain Adaptation. - Xuechen Liu; Md. Sahidullah; Tomi Kinnunen (Odyssey, 2022)

Baseline Systems for the First Spoofing-Aware Speaker Verification Challenge: Score and Embedding Fusion. - 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; et al. (Odyssey, 2022)

Baselines and Protocols for Household Speaker Recognition. - Alexey Sholokhov; Xuechen Liu; Md. Sahidullah; Tomi Kinnunen (Odyssey, 2022)

An Initial Study on Birdsong Re-synthesis Using Neural Vocoders. - Rhythm Bhatia; Tomi H. Kinnunen (SPECOM, 2022)

SASV Challenge 2022: A Spoofing Aware Speaker Verification Challenge Evaluation Plan. - 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 (CoRR, 2022)

I4U System Description for NIST SRE'20 CTS Challenge. - Kong Aik Lee; Tomi Kinnunen; Daniele Colibro; Claudio Vair; Andreas Nautsch; Hanwu Sun; Liang He 003; Tianyu Liang; Qiongqiong Wang; Mickael Rouvier; Pierre-Michel Bousquet; Rohan Kumar Das; et al. (CoRR, 2022)

Improving speaker de-identification with functional data analysis of f0 trajectories. - Lauri Tavi; Tomi Kinnunen; Rosa González Hautamäki (Speech Commun., 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)

Learnable Frontends That Do Not Learn: Quantifying Sensitivity To Filterbank Initialisation. - Mark Anderson 006; Tomi Kinnunen; Naomi Harte (ICASSP, 2023)

Speaker-Aware Anti-spoofing. - Xuechen Liu; Md. Sahidullah; Kong Aik Lee; Tomi Kinnunen (INTERSPEECH, 2023)

Towards Single Integrated Spoofing-aware Speaker Verification Embeddings. - Sung Hwan Mun; Hye-jin Shim; Hemlata Tak; Xin Wang 037; Xuechen Liu; Md. Sahidullah; Myeonghun Jeong; Min Hyun Han; Massimiliano Todisco; Kong Aik Lee; Junichi Yamagishi; Nicholas W. D. Evans; et al. (INTERSPEECH, 2023)

How to Construct Perfect and Worse-than-Coin-Flip Spoofing Countermeasures: A Word of Warning on Shortcut Learning. - Hye-jin Shim; Rosa González Hautamäki; Md. Sahidullah; Tomi Kinnunen (INTERSPEECH, 2023)

Multi-Dataset Co-Training with Sharpness-Aware Optimization for Audio Anti-spoofing. - Hye-jin Shim; Jee-weon Jung; Tomi Kinnunen (INTERSPEECH, 2023)

Speaker Verification Across Ages: Investigating Deep Speaker Embedding Sensitivity to Age Mismatch in Enrollment and Test Speech. - Vishwanath Pratap Singh; Md. Sahidullah; Tomi Kinnunen (INTERSPEECH, 2023)

Distilling Multi-Level X-vector Knowledge for Small-footprint Speaker Verification. - Xuechen Liu; Md. Sahidullah; Tomi Kinnunen (CoRR, 2023)

ASVspoof 2021: Towards Spoofed and Deepfake Speech Detection in the Wild. - Xuechen Liu; Xin Wang 037; Md. Sahidullah; Jose Patino 001; Héctor Delgado; Tomi Kinnunen; Massimiliano Todisco; Junichi Yamagishi; Nicholas W. D. Evans; Andreas Nautsch; Kong Aik Lee (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)

Revisiting and Improving Scoring Fusion for Spoofing-aware Speaker Verification Using Compositional Data Analysis. - Xin Wang 037; Tomi Kinnunen; Kong Aik Lee; Paul-Gauthier Noé; Junichi Yamagishi (INTERSPEECH, 2024)

Speaker Detection by the Individual Listener and the Crowd: Parametric Models Applicable to Bonafide and Deepfake Speech. - Tomi H. Kinnunen; Rosa González Hautamäki; Xin Wang 037; Junichi Yamagishi (INTERSPEECH, 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)

a-DCF: an architecture agnostic metric with application to spoofing-robust speaker verification. - Hye-jin Shim; Jee-weon Jung; Tomi Kinnunen; Nicholas W. D. Evans; Jean-François Bonastre; Itshak Lapidot (Odyssey, 2024)

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

ChildAugment: Data Augmentation Methods for Zero-Resource Children's Speaker Verification. - Vishwanath Pratap Singh; Md. Sahidullah; Tomi Kinnunen (CoRR, 2024)

Beyond Silence: Bias Analysis through Loss and Asymmetric Approach in Audio Anti-Spoofing. - Hye-jin Shim; Md. Sahidullah; Jee-weon Jung; Shinji Watanabe 001; Tomi Kinnunen (CoRR, 2024)

ASVspoof 5: Crowdsourced Speech Data, Deepfakes, and Adversarial Attacks at Scale. - Xin Wang 037; 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; et al. (CoRR, 2024)

Generalizing Speaker Verification for Spoof Awareness in the Embedding Space. - Xuechen Liu; Md. Sahidullah; Kong Aik Lee; Tomi Kinnunen (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

t-EER: Parameter-Free Tandem Evaluation of Countermeasures and Biometric Comparators. - Tomi H. Kinnunen; Kong Aik Lee; Hemlata Tak; Nicholas W. D. Evans; Andreas Nautsch (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

ASVspoof 5: Design, Collection and Validation of Resources for Spoofing, Deepfake, and Adversarial Attack Detection Using Crowdsourced Speech. - Xin Wang 037; 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; et al. (Zenodo, 2024)

An Explainable Probabilistic Attribute Embedding Approach for Spoofed Speech Characterization. - Manasi Chhibber; Jagabandhu Mishra; Hye-Jin Shim; Tomi H. Kinnunen (ICASSP, 2025)

Explaining Speaker and Spoof Embeddings via Probing. - Xuechen Liu; Junichi Yamagishi; Md. Sahidullah; Tomi Kinnunen (ICASSP, 2025)

Optimizing a-DCF for Spoofing-Robust Speaker Verification. - Oguzhan Kurnaz; Jagabandhu Mishra; Tomi H. Kinnunen; Cemal Hanilçi (IEEE Signal Process. Lett., 2025)

STOPA: A Database of Systematic VariaTion Of DeePfake Audio for Open-Set Source Tracing and Attribution. - Anton Firc; Manasi Chibber; Jagabandhu Mishra; Vishwanath Pratap Singh; Tomi Kinnunen; Kamil Malinka (CoRR, 2025)

Causal Structure Discovery for Error Diagnostics of Children's ASR. - Vishwanath Pratap Singh; Md. Sahidullah; Tomi Kinnunen (CoRR, 2025)

FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents. - Satu Hopponen; Tomi Kinnunen; Alexandre Nikolaev; Rosa González Hautamäki; Lauri Tavi; Einar Meister (CoRR, 2025)

Towards explainable spoofed speech attribution and detection: A probabilistic approach for characterizing speech synthesizer components. - Jagabandhu Mishra; Manasi Chhibber; Hye-jin Shim; Tomi H. Kinnunen (Comput. Speech Lang., 2026)

Causal analysis of ASR errors for children: Quantifying the impact of physiological, cognitive, and extrinsic factors. - Vishwanath Pratap Singh; Md. Sahidullah; Tomi H. Kinnunen (Comput. Speech Lang., 2026)

ASVspoof 5: Design, collection and validation of resources for spoofing, deepfake, and adversarial attack detection using crowdsourced speech. - Xin Wang 037; 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; et al. (Comput. Speech Lang., 2026)