Panu Somervuo

Publication Activity (10 Years)

Years Active: 1996-2018
Publications (10 Years): 3

Top Topics

Object Classification

Classification Process

Top Venues

Nucleic Acids Res.

Publications

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) (2018)
Panu Somervuo, Sonja Koskela, Juho Pennanen, R. Henrik Nilsson, Otso Ovaskainen
Unbiased probabilistic taxonomic classification for DNA barcoding. Bioinform. 32 (19) (2016)
Panu Somervuo, Liisa Holm
SANSparallel: interactive homology search against Uniprot. Nucleic Acids Res. 43 (Webserver-Issue) (2015)
Panu Somervuo, Aki Härmä, Seppo Fagerlund
Parametric Representations of Bird Sounds for Automatic Species Recognition. IEEE Trans. Speech Audio Process. 14 (6) (2006)
Aki Härmä, Panu Somervuo
Classification of the harmonic structure in bird vocalization. ICASSP (5) (2004)
Panu Somervuo
Online algorithm for the self-organizing map of symbol strings. Neural Networks 17 (8-9) (2004)
Panu Somervuo, Aki Härmä
Bird song recognition based on syllable pair histograms. ICASSP (5) (2004)
Panu Somervuo
Comparison of ML, MAP, and VB based acoustic models in large vocabulary speech recognition. INTERSPEECH (2004)
Panu Somervuo
Speech Dimensionality Analysis on Hypercubical Self Organizing Maps. Neural Process. Lett. 17 (2) (2003)
Panu Somervuo, Barry Y. Chen, Qifeng Zhu
Feature transformations and combinations for improving ASR performance. INTERSPEECH (2003)
Panu Somervuo
Experiments with linear and nonlinear feature transformations in HMM based phone recognition. ICASSP (1) (2003)
Panu Somervuo
Speech modeling using variational Bayesian mixture of Gaussians. INTERSPEECH (2002)
Teuvo Kohonen, Panu Somervuo
How to make large self-organizing maps for nonvectorial data. Neural Networks 15 (8-9) (2002)
Panu Somervuo
Two-Level phoneme recognition based on successive use of monophone and diphone models. EUSIPCO (2002)
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)
Panu Somervuo
Competing Hidden Markov Models on the Self-Organizing Map. IJCNN (3) (2000)
Panu Somervuo
Speech recognition using temporally connected kernels in mixture density hidden Markov models. ICASSP (2000)
Panu Somervuo
Time topology for the self-organizing map. IJCNN (1999)
Panu Somervuo, Teuvo Kohonen
Self-Organizing Maps and Learning Vector Quantization for Feature Sequences. Neural Process. Lett. 10 (2) (1999)
Panu Somervuo
Redundant Hash Addressing of Feature Sequences Using the Self-Organizing Map. Neural Process. Lett. 10 (1) (1999)
Teuvo Kohonen, Panu Somervuo
Self-organizing maps of symbol strings. Neurocomputing 21 (1-3) (1998)
Matti Karjalainen, Péter Boda, Panu Somervuo, Toomas Altosaar
Applications for the hearing-impaired: evaluation of finnish phoneme recognition methods. EUROSPEECH (1997)
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)