A Step Forward in Multi-granular Automatic Speech Recognition

Name: A Step Forward in Multi-granular Automatic Speech Recognition
Brand: LAP Lambert Academic Publishing
SKU: 9783659453151
Price: 1415 CZK
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Automatic Speech Recognition based on Psyco-Acoustic Theories and Factorial Hidden Markov Models

Autor: Gianpaolo Coro

Jazyk:

Vazba: Brožovaná

Vydavatel: LAP Lambert Academic Publishing

Dostupnost: Skladem u dodavatele

Odesíláme za 8-11 dnů

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This book is a first effort to make a step further in the understanding of speech recognition mechan...

Informace o knize

Autor

Gianpaolo Coro

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2013

Stránek

160

EAN

9783659453151

Enbook ID

19548217

Vydavatel

LAP Lambert Academic Publishing

Hmotnost

256

Rozměry

150 x 220 x 10

Kompletní popis

This book is a first effort to make a step further in the understanding of speech recognition mechanisms in humans. The starting point of the ideas here presented goes back to the early language scientific theories, which have been followed in time, by a set of psychoacoustic experiments, models, and technical realization attempts. An hypothesis is assumed, which is called 'multi-granular': the human auditory system needs that more parallel cognitive functions operate a chunking on the unfolding of the information over time, to catch all the information coming from the signal. The left-to-right speech stream is captured in a multilevel grid in which several linguistic analyses take place simultaneously. Here, I present an example of realization of a multi-granular automatic speech recognizer. Dynamics coming from the signal, which are segmental or supersegmental in nature, are caught in a single model which tries to take the best of them, in order to improve system performances.

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A Step Forward in Multi-granular Automatic Speech Recognition

Automatic Speech Recognition based on Psyco-Acoustic Theories and Factorial Hidden Markov Models

Informace o knize

Kompletní popis

Mohlo by vás zajímat

Zákaznicí kteří koupili tuto knihu koupili také