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...
| Main Authors: | , , |
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| Format: | Book Chapter |
| Language: | English |
| Published: |
Springer US
2005
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| Subjects: | |
| Online Access: | 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 |
| _version_ | 1848781557240692736 |
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| 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 |
| building | IIUM Repository |
| collection | Online Access |
| 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. |
| first_indexed | 2025-11-14T15:51:27Z |
| format | Book Chapter |
| id | iium-38189 |
| institution | International Islamic University Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-14T15:51:27Z |
| publishDate | 2005 |
| publisher | Springer US |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | iium-381892020-06-12T07:57:21Z 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 |
| 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 |
| title | 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_short | 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 |
| topic | T Technology (General) |
| 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 |