| Outlier detection using k-nearest neighbour graph V Hautamäki, I Kärkkäinen, P Fränti ICPR 2004, 430-433, 2004 | 776 | 2004 |
| Fast agglomerative clustering using a k-nearest neighbor graph P Franti, O Virmajoki, V Hautamaki IEEE transactions on pattern analysis and machine intelligence 28 (11), 1875 …, 2006 | 397 | 2006 |
| Improving k-means by outlier removal V Hautamäki, S Cherednichenko, I Kärkkäinen, T Kinnunen, P Fränti Scandinavian conference on image analysis, 978-987, 2005 | 206 | 2005 |
| Knee point detection in BIC for detecting the number of clusters Q Zhao, V Hautamaki, P Fränti International conference on advanced concepts for intelligent vision systems …, 2008 | 195 | 2008 |
| Time-series clustering by approximate prototypes V Hautamaki, P Nykanen, P Franti 2008 19th International conference on pattern recognition, 1-4, 2008 | 191 | 2008 |
| Action space shaping in deep reinforcement learning A Kanervisto, C Scheller, V Hautamäki 2020 IEEE conference on games (CoG), 479-486, 2020 | 186 | 2020 |
| Reddots replayed: A new replay spoofing attack corpus for text-dependent speaker verification research T Kinnunen, M Sahidullah, M Falcone, L Costantini, RG Hautamäki, ... 2017 IEEE International conference on acoustics, speech and signal …, 2017 | 148 | 2017 |
| I-vectors meet imitators: on vulnerability of speaker verification systems against voice mimicry R González Hautamäki, T Kinnunen, V Hautamäki, T Leino, ... Interspeech, 2013 | 145 | 2013 |
| Automatic versus human speaker verification: The case of voice mimicry RG Hautamäki, T Kinnunen, V Hautamäki, AM Laukkanen Speech Communication 72, 13-31, 2015 | 130 | 2015 |
| Multi-task learning with attention for end-to-end autonomous driving K Ishihara, A Kanervisto, J Miura, V Hautamaki Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021 | 110 | 2021 |
| I4U submission to NIST SRE 2012: A large-scale collaborative effort for noise-robust speaker verification R Saeidi, KA Lee, T Kinnunen, T Hasan, B Fauve, PM Bousquet, E Khoury, ... Annual Conference of the International Speech Communication Association …, 2013 | 96 | 2013 |
| Self-supervised speaker recognition with loss-gated learning R Tao, KA Lee, RK Das, V Hautamäki, H Li ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 83 | 2022 |
| Maximum a posteriori adaptation of the centroid model for speaker verification V Hautamäki, T Kinnunen, I Kärkkäinen, J Saastamoinen, M Tuononen, ... IEEE Signal Processing Letters 15, 162-165, 2008 | 74 | 2008 |
| From single to multiple enrollment i-vectors: Practical PLDA scoring variants for speaker verification P Rajan, A Afanasyev, V Hautamäki, T Kinnunen Digital Signal Processing 31, 93-101, 2014 | 73 | 2014 |
| Fusion of spectral feature sets for accurate speaker identification T Kinnunen, V Hautamäki, P Fränti Ninth Conference on Speech and Computer, 361-365, 2004 | 70 | 2004 |
| Factors affecting i-vector based foreign accent recognition: A case study in spoken Finnish H Behravan, V Hautamäki, T Kinnunen Speech Communication 66, 118-129, 2015 | 64 | 2015 |
| Sparse Classifier Fusion for Speaker Verification V Hautamäki, T Kinnunen, F Sedlák, KA Lee, B Ma, H Li IEEE Transactions on Audio, Speech and Language Processing, 2013 | 58 | 2013 |
| Comparative evaluation of maximum a posteriori vector quantization and Gaussian mixture models in speaker verification T Kinnunen, J Saastamoinen, V Hautamäki, M Vinni, P Fränti Pattern Recognition Letters 30 (4), 341-347, 2009 | 52 | 2009 |
| Utterance verification for text-dependent speaker recognition: a comparative assessment using the RedDots corpus T Kinnunen, M Sahidullah, I Kukanov, H Delgado, M Todisco, A Sarkar, ... ISCA (the International Speech Communication Association), 2016 | 48 | 2016 |
| Approaching human listener accuracy with modern speaker verification V Hautamäki, T Kinnunen, M Nosratighods, K Lee, B Ma, H Li Interspeech, 2010 | 48 | 2010 |
Tomi KinnunenProfessor, University of Eastern FinlandVerified email at uef.fi
