Robust Speech Recognition Using Factorial HMMs for Home Environments

<p/> <p>We focus on the problem of speech recognition in the presence of nonstationary sudden noise, which is very likely to happen in home environments. As a model compensation method for this problem, we investigated the use of factorial hidden Markov model (FHMM) architecture develope...

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Bibliographic Details
Main Authors: Betkowska Agnieszka, Shinoda Koichi, Furui Sadaoki
Format: Article
Language:English
Published: SpringerOpen 2007-01-01
Series:EURASIP Journal on Advances in Signal Processing
Online Access:http://asp.eurasipjournals.com/content/2007/020593