The Corpus DIMEx100: transcription and evaluation

Authors: Pineda, Luis1; Castellanos, Hayde2; Cuétara, Javier3; Galescu, Lucian4; Juárez, Janet2; Llisterri, Joaquim5; Pérez, Patricia2; Villaseñor, Luis6

Source: Language Resources and Evaluation, Volume 44, Number 4, December 2010 , pp. 347-370(24)

Publisher: Springer

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Abstract:

In this paper the transcription and evaluation of the corpus DIMEx100 for Mexican Spanish is presented. First we describe the corpus and explain the linguistic and computational motivation for its design and collection process; then, the phonetic antecedents and the alphabet adopted for the transcription task are presented; the corpus has been transcribed at three different granularity levels, which are also specified in detail. The corpus statistics for each transcription level are also presented. A set of phonetic rules describing phonetic context observed empirically in spontaneous conversation is also validated with the transcription. The corpus has been used for the construction of acoustic models and a phonetic dictionary for the construction of a speech recognition system. Initial performance results suggest that the data can be used to train good quality acoustic models.

Keywords: Acoustic models; Mexican Spanish; Phonetic corpus; Phonetic transcription; Transcription granularity

Document Type: Research Article

DOI: http://dx.doi.org/10.1007/s10579-009-9109-9

Affiliations: 1: Instituto de Investigaciones en Matemáticas Aplicadas y en Sistemas (IIMAS), Universidad Nacional Autónoma de México (UNAM), Mexico City, México, Email: luis@leibniz.iimas.unam.mx 2: Instituto de Investigaciones en Matemáticas Aplicadas y en Sistemas (IIMAS), Universidad Nacional Autónoma de México (UNAM), Mexico City, México 3: Facultad de Filosofía y Letras, UNAM, Mexico City, México 4: Florida Institute for Human and Machine Cognition, Pensacola, USA 5: Departament de Filologia Espanyola, Universitat Autònoma de Barcelona, Barcelona, Spain 6: Instituto Nacional de Astrofísica, Óptica y Electrónica (INAOE), Tonantzintla, Puebla, México

Publication date: December 1, 2010

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