A classifier model for detecting pronunciation errors regarding the Nasa Yuwe language's 32 vowels
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| Natura: | Artículo científico |
| Lingua: | en |
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Universidad Nacional de Colombia
2012
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| _version_ | 1876447120317218816 |
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| author | R. C. Naranjo |
| author_facet | R. C. Naranjo |
| contents | A classifier model for detecting pronunciation errors regarding the Nasa Yuwe language's 32 vowels R. C. Naranjo G. I. Alvarez Ingeniería computer Classifier model Nasa Yuwe language pattern recognition pronunciation correction The Nasa Yuwe language has 32 oral and nasal vowels thereby leading to one being used instead of the other; such confusion can change the meaning of the spoken word in Nasa Yuwe. A set of classifier models have been developed to support correct learning of this language which is in danger of extinction aimed at detecting confusion in the pronunciation of the 32 vowels; about 85% were obtained after experimenting with a variety of linear and nonlinear classifiers, rates of sensitivity, specificity and accuracy. A support software prototype was designed with these trained classifiers for the correct pronunciation of the language´s vowels. 2012 artículo científico 0120-5609 https://www.redalyc.org/articulo.oa?id=64323232014 en http://www.redalyc.org/revista.oa?id=643 Ingeniería e Investigación application/pdf Universidad Nacional de Colombia Ingeniería e Investigación (Colombia) Num.2 Vol.32 |
| format | Artículo científico |
| id | redalyc_64323232014 |
| institution | Redalyc |
| language | en |
| publishDate | 2012 |
| publisher | Universidad Nacional de Colombia |
| spellingShingle | A classifier model for detecting pronunciation errors regarding the Nasa Yuwe language's 32 vowels R. C. Naranjo Ingeniería computer Classifier model Nasa Yuwe language pattern recognition pronunciation correction A classifier model for detecting pronunciation errors regarding the Nasa Yuwe language's 32 vowels R. C. Naranjo G. I. Alvarez Ingeniería computer Classifier model Nasa Yuwe language pattern recognition pronunciation correction The Nasa Yuwe language has 32 oral and nasal vowels thereby leading to one being used instead of the other; such confusion can change the meaning of the spoken word in Nasa Yuwe. A set of classifier models have been developed to support correct learning of this language which is in danger of extinction aimed at detecting confusion in the pronunciation of the 32 vowels; about 85% were obtained after experimenting with a variety of linear and nonlinear classifiers, rates of sensitivity, specificity and accuracy. A support software prototype was designed with these trained classifiers for the correct pronunciation of the language´s vowels. 2012 artículo científico 0120-5609 https://www.redalyc.org/articulo.oa?id=64323232014 en http://www.redalyc.org/revista.oa?id=643 Ingeniería e Investigación application/pdf Universidad Nacional de Colombia Ingeniería e Investigación (Colombia) Num.2 Vol.32 |
| title | A classifier model for detecting pronunciation errors regarding the Nasa Yuwe language's 32 vowels |
| topic | Ingeniería computer Classifier model Nasa Yuwe language pattern recognition pronunciation correction |
| url | https://www.redalyc.org/articulo.oa?id=64323232014 |