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Multi-dialectal Spanish speech recognition

Authors :
Albino Nogueiras
Mónica Caballero
Asunción Moreno
Universitat Politècnica de Catalunya. Departament de Teoria del Senyal i Comunicacions
Universitat Politècnica de Catalunya. VEU - Grup de Tractament de la Parla
Source :
ICASSP, UPCommons. Portal del coneixement obert de la UPC, Universitat Politècnica de Catalunya (UPC), Recercat. Dipósit de la Recerca de Catalunya, instname
Publication Year :
2002
Publisher :
IEEE, 2002.

Abstract

Spanish is a global language, spoken in a big number of different countries with a big dialectal variability‥ This paper deals with the suitability of using a single multi-dialectal acoustic modeling for all the Spanish variants spoken in Europe and Latin America. This paper deals with the suitability of using a single multi-dialectal acoustic modeling for all the Spanish variants spoken in Europe and Latin America. The objective is two fold. First, it allows to use all the available databases to jointly train and improve the same system. Second, it allows to use a single system for all the Spanish speakers. The paper describes the rule- based phonetic transcription used for each dialectal variant, the selection of the shared and the specific phonemes to be modeled in a multi-dialectal recognition system, and the results of a multi-dialectal system dealing with dialects in and out of the training set.

Details

Database :
OpenAIRE
Journal :
IEEE International Conference on Acoustics Speech and Signal Processing
Accession number :
edsair.doi.dedup.....792bfc89228576267804ca8b124b65cc
Full Text :
https://doi.org/10.1109/icassp.2002.5743870