On the applications of the interacting multiple model algorithm for enhancing noisy speech

Citation
Jb. Kim et al., On the applications of the interacting multiple model algorithm for enhancing noisy speech, IEEE SPEECH, 8(3), 2000, pp. 349-352
Citations number
6
Categorie Soggetti
Eletrical & Eletronics Engineeing
Journal title
IEEE TRANSACTIONS ON SPEECH AND AUDIO PROCESSING
ISSN journal
10636676 → ACNP
Volume
8
Issue
3
Year of publication
2000
Pages
349 - 352
Database
ISI
SICI code
1063-6676(200005)8:3<349:OTAOTI>2.0.ZU;2-5
Abstract
The interacting multiple model (IMM) algorithm is applied to enhancing spee ch contaminated by additive white or colored noise, Noisy speech is modeled by a linear state-space model with Markovian switching parameters. The par ameters are estimated from the training speech and noise processes. The sim ulation results show's that the proposed method offers performance gains re lative to the previous results [4] with slightly increased complexity.