RT info:eu-repo/semantics/article
T1 Automatic assessment of non-native prosody by measuring distances on prosodic label sequences
A1 Escudero Mancebo, David
A1 González Ferreras, César
A1 Aguilar Cuevas, Lourdes
A1 Estebas Vilaplana, Eva
K1 Prosody
K1 Prosodia
K1 Second language
K1 Segunda lengua
K1 Pronunciation
K1 Pronunciación
K1 Computer-assisted teaching
K1 Enseñanza asistida por ordenador
AB The aim of this paper is to investigate how automatic prosodic labeling systems contribute to the evaluation of non-native pronunciation. In particular, it examines the efficiency of a group of metrics to evaluate the prosodic competence of non-native speakers, based on the information provided by sequences of labels in the analysis of both native and non-native speech. A group of Sp_ToBI labels were obtained by means of an automatic labeling system for the speech of native and non-native speakers who read the same texts. The metrics assessed the differences in the prosodic labels for both speech samples. The results showed the efficiency of the metrics to set apart both groups of speakers. Furthermore, they exhibited how non-native speakers (American and Japanese speakers) improved their Spanish productions after doing a set of listening and repeating activities. Finally, this study also shows that the results provided by the metrics are correlated with the scores given by human evaluators on the productions of the different speakers.
PB International Speech Communication Association
YR 2017
FD 2017
LK http://uvadoc.uva.es/handle/10324/41015
UL http://uvadoc.uva.es/handle/10324/41015
LA eng
NO Proceedings of interspeech 2017. p. 1442-1446
NO Producción Científica
DS UVaDOC
RD 22-dic-2024