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Título del libro: Proceedings - 2011 10th Mexican International Conference On Artificial Intelligence: Advances In Artificial Intelligence And Applications, Micai 2011 - Proceedings Of Special Session
Título del capítulo: Speech recognition with limited resources for children and adult speakers

Autores UNAM:
LUIS ALBERTO PINEDA CORTES; IVAN VLADIMIR MEZA RUIZ;
Autores externos:

Idioma:

Año de publicación:
2011
Palabras clave:

Automatic speech recognition; Children speech; Speech technology; Spontaneous speech; Artificial intelligence; Speech recognition


Resumen:

Children are natural users of speech technology. However, children speech has been proved to be harder than adults. This implies that in order to build a children speech recogniser that is comparable with an adult recogniser it would be necessary a larger amount of recordings. In this paper, we present our experiments building such recognisers but with a limited amount of resources, this is a corpus with few speakers and recordings. We explore the effects of combining both resources in different ways. We also show the performance of the recognisers in a real life scenario with spontaneous speech. © 2011 IEEE.


Entidades citadas de la UNAM: