Automatic speech recognizers for Mexican Spanish and its open resources
Fuente:
Redalyc
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Artículo científico |
| Sprache: | en |
| Veröffentlicht: |
Universidad Nacional Autónoma de México
2017
|
| Schlagworte: | |
| Online-Zugang: | |
| Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
| _version_ | 1876449241237291008 |
|---|---|
| author | Carlos Daniel Hernández-Mena |
| author_facet | Carlos Daniel Hernández-Mena |
| contents | Automatic speech recognizers for Mexican Spanish and its open resources Carlos Daniel Hernández-Mena Ivan V. Meza-Ruiz José Abel Herrera-Camacho Ingeniería Acoustic mode Language model Mexican Spanish Language resources Automatic speech recognition Development of automatic speech recognition systems relies on the availability of distinct language resources such as speech recordings, pronunciation dictionaries, and language models. These resources are scarce for the Mexican Spanish dialect. In this work, we present a revision of the CIEMPIESS corpus that is a resource for spontaneous speech recognition in Mexican Spanish of Central Mexico. It consists of 17 h of segmented and transcribed recordings, a phonetic dictionary composed by 53,169 unique words, and a language model composed by 1,505,491 words extracted from 2489 university newsletters. We also evaluate the CIEMPIESS corpus using three well known state of the art speech recognition engines, having satisfactory results. These resources are open for research and development in the field. Additionally, we present the methodology and the tools used to facilitate the creation of these resources which can be easily adapted to other variants of Spanish, or even other languages. © 2017 Universidad Nacional Autónoma de México, Centro de Ciencias Aplicadas y Desarrollo Tecnológico. This is an open access article under the CC BY-NC-ND license ( http://creativecommons.org/licenses/by-nc-nd/4.0/). 2017 artículo científico 1665-6423 https://www.redalyc.org/articulo.oa?id=47451412007 https://www.redalyc.org/journal/474/47451412007/ https://www.redalyc.org/journal/474/47451412007/html/ https://www.redalyc.org/journal/474/47451412007/47451412007.epub https://www.redalyc.org/journal/474/47451412007/movil en http://www.redalyc.org/revista.oa?id=474 Journal of Applied Research and Technology application/pdf Universidad Nacional Autónoma de México Journal of Applied Research and Technology (México) Num.3 Vol.15 |
| format | Artículo científico |
| id | redalyc_47451412007 |
| institution | Redalyc |
| language | en |
| publishDate | 2017 |
| publisher | Universidad Nacional Autónoma de México |
| spellingShingle | Automatic speech recognizers for Mexican Spanish and its open resources Carlos Daniel Hernández-Mena Ingeniería Acoustic mode Language model Mexican Spanish Language resources Automatic speech recognition Automatic speech recognizers for Mexican Spanish and its open resources Carlos Daniel Hernández-Mena Ivan V. Meza-Ruiz José Abel Herrera-Camacho Ingeniería Acoustic mode Language model Mexican Spanish Language resources Automatic speech recognition Development of automatic speech recognition systems relies on the availability of distinct language resources such as speech recordings, pronunciation dictionaries, and language models. These resources are scarce for the Mexican Spanish dialect. In this work, we present a revision of the CIEMPIESS corpus that is a resource for spontaneous speech recognition in Mexican Spanish of Central Mexico. It consists of 17 h of segmented and transcribed recordings, a phonetic dictionary composed by 53,169 unique words, and a language model composed by 1,505,491 words extracted from 2489 university newsletters. We also evaluate the CIEMPIESS corpus using three well known state of the art speech recognition engines, having satisfactory results. These resources are open for research and development in the field. Additionally, we present the methodology and the tools used to facilitate the creation of these resources which can be easily adapted to other variants of Spanish, or even other languages. © 2017 Universidad Nacional Autónoma de México, Centro de Ciencias Aplicadas y Desarrollo Tecnológico. This is an open access article under the CC BY-NC-ND license ( http://creativecommons.org/licenses/by-nc-nd/4.0/). 2017 artículo científico 1665-6423 https://www.redalyc.org/articulo.oa?id=47451412007 https://www.redalyc.org/journal/474/47451412007/ https://www.redalyc.org/journal/474/47451412007/html/ https://www.redalyc.org/journal/474/47451412007/47451412007.epub https://www.redalyc.org/journal/474/47451412007/movil en http://www.redalyc.org/revista.oa?id=474 Journal of Applied Research and Technology application/pdf Universidad Nacional Autónoma de México Journal of Applied Research and Technology (México) Num.3 Vol.15 |
| title | Automatic speech recognizers for Mexican Spanish and its open resources |
| topic | Ingeniería Acoustic mode Language model Mexican Spanish Language resources Automatic speech recognition |
| url | https://www.redalyc.org/articulo.oa?id=47451412007 https://www.redalyc.org/journal/474/47451412007/ https://www.redalyc.org/journal/474/47451412007/html/ https://www.redalyc.org/journal/474/47451412007/47451412007.epub https://www.redalyc.org/journal/474/47451412007/movil |