Using an ASR database to design a pronunciation evaluation system in Basque

Igor Odriozola, Eva Navas, Inma Hernaez, Iñaki Sainz, Ibon Saratxaga, Jon Sánchez, Daniel Erro

Abstract
This paper presents a method to build CAPT systems for under resourced languages, as Basque, using a general purpose ASR speech database. More precisely, the proposed method consists in automatically determine the threshold of GOP (Goodness Of Pronunciation) scores, which have been used as pronunciation scores in phone-level. Two score distributions have been obtained for each phoneme corresponding to its correct and incorrect pronunciations. The distribution of the scores for erroneous pronunciation has been calculated inserting controlled errors in the dictionary, so that each changed phoneme has been randomly replaced by a phoneme from the same group. These groups have been obtained by means of a phonetic clustering performed using regression trees. After obtaining both distributions, the EER (Equal Error Rate) of each distribution pair has been calculated and used as a decision threshold for each phoneme. The results show that this method is useful when there is no database specifically designed for CAPT systems, although it is not as accurate as those specifically designed for this purpose.
Anthology ID:
L12-1488
Volume:
Proceedings of the Eighth International Conference on Language Resources and Evaluation (LREC'12)
Month:
May
Year:
2012
Address:
Istanbul, Turkey
Editors:
Nicoletta Calzolari, Khalid Choukri, Thierry Declerck, Mehmet Uğur Doğan, Bente Maegaard, Joseph Mariani, Asuncion Moreno, Jan Odijk, Stelios Piperidis
Venue:
LREC
SIG:
Publisher:
European Language Resources Association (ELRA)
Note:
Pages:
4122–4126
Language:
URL:
http://www.lrec-conf.org/proceedings/lrec2012/pdf/822_Paper.pdf
DOI:
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Cite (ACL):
Igor Odriozola, Eva Navas, Inma Hernaez, Iñaki Sainz, Ibon Saratxaga, Jon Sánchez, and Daniel Erro. 2012. Using an ASR database to design a pronunciation evaluation system in Basque. In Proceedings of the Eighth International Conference on Language Resources and Evaluation (LREC'12), pages 4122–4126, Istanbul, Turkey. European Language Resources Association (ELRA).
Cite (Informal):
Using an ASR database to design a pronunciation evaluation system in Basque (Odriozola et al., LREC 2012)
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PDF:
http://www.lrec-conf.org/proceedings/lrec2012/pdf/822_Paper.pdf
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