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Panu Somervuo
Person information
- affiliation: University of Helsinki, Finland
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2010 – 2019
- 2018
- [j10]Panu Somervuo, Patrik Koskinen, Peng Mei, Liisa Holm, Petri Auvinen, Lars Paulin:
BARCOSEL: a tool for selecting an optimal barcode set for high-throughput sequencing. BMC Bioinform. 19(1): 257:1-257:6 (2018) - 2016
- [j9]Panu Somervuo, Sonja Koskela, Juho Pennanen, R. Henrik Nilsson, Otso Ovaskainen:
Unbiased probabilistic taxonomic classification for DNA barcoding. Bioinform. 32(19): 2920-2927 (2016) - 2015
- [j8]Panu Somervuo, Liisa Holm:
SANSparallel: interactive homology search against Uniprot. Nucleic Acids Res. 43(Webserver-Issue): W24-W29 (2015)
2000 – 2009
- 2006
- [j7]Panu Somervuo, Aki Härmä, Seppo Fagerlund:
Parametric Representations of Bird Sounds for Automatic Species Recognition. IEEE Trans. Speech Audio Process. 14(6): 2252-2263 (2006) - 2004
- [j6]Panu Somervuo:
Online algorithm for the self-organizing map of symbol strings. Neural Networks 17(8-9): 1231-1239 (2004) - [c13]Aki Härmä, Panu Somervuo:
Classification of the harmonic structure in bird vocalization. ICASSP (5) 2004: 701-704 - [c12]Panu Somervuo, Aki Härmä:
Bird song recognition based on syllable pair histograms. ICASSP (5) 2004: 825-828 - [c11]Panu Somervuo:
Comparison of ML, MAP, and VB based acoustic models in large vocabulary speech recognition. INTERSPEECH 2004: 701-704 - 2003
- [j5]Panu Somervuo:
Speech Dimensionality Analysis on Hypercubical Self Organizing Maps. Neural Process. Lett. 17(2): 125-136 (2003) - [c10]Panu Somervuo:
Experiments with linear and nonlinear feature transformations in HMM based phone recognition. ICASSP (1) 2003: 52-55 - [c9]Panu Somervuo, Barry Y. Chen, Qifeng Zhu:
Feature transformations and combinations for improving ASR performance. INTERSPEECH 2003: 477-480 - 2002
- [j4]Teuvo Kohonen, Panu Somervuo:
How to make large self-organizing maps for nonvectorial data. Neural Networks 15(8-9): 945-952 (2002) - [c8]Panu Somervuo:
Two-Level phoneme recognition based on successive use of monophone and diphone models. EUSIPCO 2002: 1-4 - [c7]Panu Somervuo:
Speech modeling using variational Bayesian mixture of Gaussians. INTERSPEECH 2002: 1245-1248 - 2000
- [c6]Panu Somervuo, Teuvo Kohonen:
Clustering and Visualization of Large Protein Sequence Databases by Means of an Extension on the Self-Organizing Map. Discovery Science 2000: 76-85 - [c5]Panu Somervuo:
Speech recognition using temporally connected kernels in mixture density hidden Markov models. ICASSP 2000: 3434-3437 - [c4]Panu Somervuo:
Competing Hidden Markov Models on the Self-Organizing Map. IJCNN (3) 2000: 169-174
1990 – 1999
- 1999
- [j3]Panu Somervuo:
Redundant Hash Addressing of Feature Sequences Using the Self-Organizing Map. Neural Process. Lett. 10(1): 25-34 (1999) - [j2]Panu Somervuo, Teuvo Kohonen:
Self-Organizing Maps and Learning Vector Quantization for Feature Sequences. Neural Process. Lett. 10(2): 151-159 (1999) - [c3]Panu Somervuo:
Time topology for the self-organizing map. IJCNN 1999: 1900-1905 - 1998
- [j1]Teuvo Kohonen, Panu Somervuo:
Self-organizing maps of symbol strings. Neurocomputing 21(1-3): 19-30 (1998) - 1997
- [c2]Matti Karjalainen, Péter Boda, Panu Somervuo, Toomas Altosaar:
Applications for the hearing-impaired: evaluation of finnish phoneme recognition methods. EUROSPEECH 1997: 1811-1814 - 1996
- [c1]Mikko Kurimo, Panu Somervuo:
Using the self-organizing map to speed up the probability density estimation for speech recognition with mixture density HMMs. ICSLP 1996: 358-361
Coauthor Index
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