Detail publikace

Frame based phoneme classification using large margin and kernel methods

PFEIFER, V. BALÍK, M.

Originální název

Frame based phoneme classification using large margin and kernel methods

Typ

článek ve sborníku ve WoS nebo Scopus

Jazyk

angličtina

Originální abstrakt

This Article deals with the frame-based phoneme classifiers. A new efficient sequence-based training algorithm is proposed along with the sequence-based classification function. This method had shown to be an effective trainign tool compared with the standard frame-based training algorithm. The proposed algorithm had been further completed with the non-linear transform (kernel methods). The proposed algorithm was evaluated over the TIMIT speech corpus.

Klíčová slova

classifier, features, kernel, optimalization, phoneme, prototypes, speech, tree

Autoři

PFEIFER, V.; BALÍK, M.

Rok RIV

2010

Vydáno

20. 8. 2010

ISBN

978-963-88981-0-4

Kniha

Telecomunications and Signal Processing - TSP 2010

Strany od

1

Strany do

4

Strany počet

4

BibTex

@inproceedings{BUT25510,
  author="Václav {Pfeifer} and Miroslav {Balík}",
  title="Frame based phoneme classification using large margin and kernel methods",
  booktitle="Telecomunications and Signal Processing - TSP 2010",
  year="2010",
  pages="1--4",
  isbn="978-963-88981-0-4"
}