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EGOROVA, E. VESELÝ, K. KARAFIÁT, M. JANDA, M. ČERNOCKÝ, J.
Original Title
Manual and Semi-Automatic Approaches to Building a Multilingual Phoneme Set
Type
conference paper
Language
English
Original Abstract
This articles describes a comparison between manual and semi-automatic approaches to building a multilingual phoneme set. The two approaches were compared in cases of 1) a multilingual system with abundant data for all the languages, 2) multilingual systems excluding target language 3) multilingual systems with small amount of data for target languages. The work shows that careful choice of merging methods can help improve recognition of languages with no or little training data and reasonably reduce multilingual phoneme set without losing a lot of accuracy.
Keywords
multilingual speech recognition, phoneme set mapping, phoneme confusion matrix
Authors
EGOROVA, E.; VESELÝ, K.; KARAFIÁT, M.; JANDA, M.; ČERNOCKÝ, J.
RIV year
2013
Released
27. 5. 2013
Publisher
IEEE Signal Processing Society
Location
Vancouver
ISBN
978-1-4799-0355-9
Book
Proceedings of ICASSP 2013
Pages from
7324
Pages to
7328
Pages count
5
URL
https://www.fit.vut.cz/research/publication/10323/
BibTex
@inproceedings{BUT103490, author="Ekaterina {Egorova} and Karel {Veselý} and Martin {Karafiát} and Miloš {Janda} and Jan {Černocký}", title="Manual and Semi-Automatic Approaches to Building a Multilingual Phoneme Set", booktitle="Proceedings of ICASSP 2013", year="2013", pages="7324--7328", publisher="IEEE Signal Processing Society", address="Vancouver", isbn="978-1-4799-0355-9", url="https://www.fit.vut.cz/research/publication/10323/" }