We propose a Multigranular Automatic Speech Recognizer. The hypothesis is that speech signal contains information distributed on more different time scales. Many works from various scientific fields ranging from neurobiology to speech technologies, seem to concord on this assumption. In a broad sense, it seems that speech recognition in human is optimal because of a partial parallelization process according to which the left-to-right stream of speech is captured in a multilevel grid in which several linguistic analyses take place contemporarily. Our investigation aims, in this view, to apply these new ideas to the project of more robust and efficient recognizers.
Multigranular scale speech recognition: tehnological and cognitive view / Cutugno, Francesco; Coro, G; Petrillo, M.. - STAMPA. - 3673:(2005), pp. 327-330. (Intervento presentato al convegno AI*IA20054 tenutosi a Milano nel 23-25 settembre 2005).
Multigranular scale speech recognition: tehnological and cognitive view
CUTUGNO, FRANCESCO;
2005
Abstract
We propose a Multigranular Automatic Speech Recognizer. The hypothesis is that speech signal contains information distributed on more different time scales. Many works from various scientific fields ranging from neurobiology to speech technologies, seem to concord on this assumption. In a broad sense, it seems that speech recognition in human is optimal because of a partial parallelization process according to which the left-to-right stream of speech is captured in a multilevel grid in which several linguistic analyses take place contemporarily. Our investigation aims, in this view, to apply these new ideas to the project of more robust and efficient recognizers.File | Dimensione | Formato | |
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