Modified Cerebellar Model Articulation Controller (MCMAC) as an amplitude spectral estimator for speech enhancement

In this chapter, we present a modified cerebellar model articulation controller (MCMAC) to be used together with the amplitude spectral estimator (ASE) for enhancing noisy speech. The MCMAC training overcomes the limitations of the CMAC technique we have employed noise/echo cancellation in a vehicu...

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Main Authors:	Abdul Rahman, Abdul Wahab, Tan, Eng Chong, Abut, Huseyin
Format:	Book Chapter
Language:	English
Published:	Springer US 2005
Subjects:	T Technology (General)
Online Access:	http://irep.iium.edu.my/38189/ http://irep.iium.edu.my/38189/ http://irep.iium.edu.my/38189/ http://irep.iium.edu.my/38189/1/Modified_Cerebellar_Model_Articulation_Controller_%28MCMAC%29_as_an_Amplitude_Spectral_Estimator_for_Speech_Enhancement.pdf

id	iium-38189
recordtype	eprints
spelling	iium-381892014-09-11T08:38:30Z http://irep.iium.edu.my/38189/ Modified Cerebellar Model Articulation Controller (MCMAC) as an amplitude spectral estimator for speech enhancement Abdul Rahman, Abdul Wahab Tan, Eng Chong Abut, Huseyin T Technology (General) In this chapter, we present a modified cerebellar model articulation controller (MCMAC) to be used together with the amplitude spectral estimator (ASE) for enhancing noisy speech. The MCMAC training overcomes the limitations of the CMAC technique we have employed noise/echo cancellation in a vehicular environment. While the CMAC in the training mode has trained only the trajectory it has visited by controlling the reference input, the modified MCMAC-ASE system architecture proposed in this work includes multiple MCMAC memory trainable for different noise sources. Springer US 2005 Book Chapter PeerReviewed application/pdf en http://irep.iium.edu.my/38189/1/Modified_Cerebellar_Model_Articulation_Controller_%28MCMAC%29_as_an_Amplitude_Spectral_Estimator_for_Speech_Enhancement.pdf Abdul Rahman, Abdul Wahab and Tan, Eng Chong and Abut, Huseyin (2005) Modified Cerebellar Model Articulation Controller (MCMAC) as an amplitude spectral estimator for speech enhancement. In: DSP for in-vehicle and mobile systems. Springer US, Boston, pp. 123-137. ISBN 978-0-387-22978-2 (P), 978-0-387-22979-9 (O) http://link.springer.com/chapter/10.1007%2F0-387-22979-5_8 10.1007/0-387-22979-5_8
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English
topic	T Technology (General)
spellingShingle	T Technology (General) Abdul Rahman, Abdul Wahab Tan, Eng Chong Abut, Huseyin Modified Cerebellar Model Articulation Controller (MCMAC) as an amplitude spectral estimator for speech enhancement
description	In this chapter, we present a modified cerebellar model articulation controller (MCMAC) to be used together with the amplitude spectral estimator (ASE) for enhancing noisy speech. The MCMAC training overcomes the limitations of the CMAC technique we have employed noise/echo cancellation in a vehicular environment. While the CMAC in the training mode has trained only the trajectory it has visited by controlling the reference input, the modified MCMAC-ASE system architecture proposed in this work includes multiple MCMAC memory trainable for different noise sources.
format	Book Chapter
author	Abdul Rahman, Abdul Wahab Tan, Eng Chong Abut, Huseyin
author_facet	Abdul Rahman, Abdul Wahab Tan, Eng Chong Abut, Huseyin
author_sort	Abdul Rahman, Abdul Wahab
title	Modified Cerebellar Model Articulation Controller (MCMAC) as an amplitude spectral estimator for speech enhancement
title_short	Modified Cerebellar Model Articulation Controller (MCMAC) as an amplitude spectral estimator for speech enhancement
title_full	Modified Cerebellar Model Articulation Controller (MCMAC) as an amplitude spectral estimator for speech enhancement
title_fullStr	Modified Cerebellar Model Articulation Controller (MCMAC) as an amplitude spectral estimator for speech enhancement
title_full_unstemmed	Modified Cerebellar Model Articulation Controller (MCMAC) as an amplitude spectral estimator for speech enhancement
title_sort	modified cerebellar model articulation controller (mcmac) as an amplitude spectral estimator for speech enhancement
publisher	Springer US
publishDate	2005
url	http://irep.iium.edu.my/38189/ http://irep.iium.edu.my/38189/ http://irep.iium.edu.my/38189/ http://irep.iium.edu.my/38189/1/Modified_Cerebellar_Model_Articulation_Controller_%28MCMAC%29_as_an_Amplitude_Spectral_Estimator_for_Speech_Enhancement.pdf
first_indexed	2023-09-18T20:54:50Z
last_indexed	2023-09-18T20:54:50Z
_version_	1777410234408501248

Modified Cerebellar Model Articulation Controller (MCMAC) as an amplitude spectral estimator for speech enhancement

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