Panu Somervuo

According to our database, Panu Somervuo authored at least 24 papers between 1996 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Simultaneous Species Classification and Distance Estimation for Bird Sounds Using Single-Microphone Recordings.

Panu Somervuo

Proceedings of the 32nd European Signal Processing Conference, 2024

2018

BARCOSEL: a tool for selecting an optimal barcode set for high-throughput sequencing.

Panu Somervuo, Patrik Koskinen, Peng Mei, Liisa Holm, Petri Auvinen, Lars Paulin

BMC Bioinform., 2018

2016

Unbiased probabilistic taxonomic classification for DNA barcoding.

Panu Somervuo, Sonja Koskela, Juho Pennanen, R. Henrik Nilsson, Otso Ovaskainen

Bioinform., 2016

2015

SANSparallel: interactive homology search against Uniprot.

Panu Somervuo, Liisa Holm

Nucleic Acids Res., 2015

2006

Parametric Representations of Bird Sounds for Automatic Species Recognition.

Panu Somervuo, Aki Härmä, Seppo Fagerlund

IEEE Trans. Speech Audio Process., 2006

2004

Online algorithm for the self-organizing map of symbol strings.

Panu Somervuo

Neural Networks, 2004

Comparison of ML, MAP, and VB based acoustic models in large vocabulary speech recognition.

Panu Somervuo

Proceedings of the 8th International Conference on Spoken Language Processing, 2004

Bird song recognition based on syllable pair histograms.

Panu Somervuo, Aki Härmä

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Classification of the harmonic structure in bird vocalization.

Aki Härmä, Panu Somervuo

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

2003

Speech Dimensionality Analysis on Hypercubical Self Organizing Maps.

Panu Somervuo

Neural Process. Lett., 2003

Feature transformations and combinations for improving ASR performance.

Panu Somervuo, Barry Y. Chen, Qifeng Zhu

Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

Experiments with linear and nonlinear feature transformations in HMM based phone recognition.

Panu Somervuo

Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2002

How to make large self-organizing maps for nonvectorial data.

Teuvo Kohonen, Panu Somervuo

Neural Networks, 2002

Speech modeling using variational Bayesian mixture of Gaussians.

Panu Somervuo

Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002

Two-Level phoneme recognition based on successive use of monophone and diphone models.

Panu Somervuo

Proceedings of the 11th European Signal Processing Conference, 2002

2000

Competing Hidden Markov Models on the Self-Organizing Map.

Panu Somervuo

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

Speech recognition using temporally connected kernels in mixture density hidden Markov models.

Panu Somervuo

Proceedings of the IEEE International Conference on Acoustics, 2000

Clustering and Visualization of Large Protein Sequence Databases by Means of an Extension on the Self-Organizing Map.

Panu Somervuo, Teuvo Kohonen

Proceedings of the Discovery Science, 2000

1999

Self-Organizing Maps and Learning Vector Quantization for Feature Sequences.

Panu Somervuo, Teuvo Kohonen

Neural Process. Lett., 1999

Redundant Hash Addressing of Feature Sequences Using the Self-Organizing Map.

Panu Somervuo

Neural Process. Lett., 1999

Time topology for the self-organizing map.

Panu Somervuo

Proceedings of the International Joint Conference Neural Networks, 1999

1998

Self-organizing maps of symbol strings.

Teuvo Kohonen, Panu Somervuo

Neurocomputing, 1998

1997

Applications for the hearing-impaired: evaluation of finnish phoneme recognition methods.

Matti Karjalainen, Péter Boda, Panu Somervuo, Toomas Altosaar

Proceedings of the Fifth European Conference on Speech Communication and Technology, 1997

1996

Using the self-organizing map to speed up the probability density estimation for speech recognition with mixture density HMMs.

Mikko Kurimo, Panu Somervuo

Proceedings of the 4th International Conference on Spoken Language Processing, 1996