Objective and Subjective Evaluations of Adaptive Noise Cancellation Systems with Selectable Algorithms for Speech Intelligibility
Adaptive Noise Cancellation (ANC) systems with selectable algorithms refer to ANC systems that are able to change the adaptation algorithm based on the eigenvalue spread of the noise. These systems can have dual inputs based on the conventional ANC structure or a single input based on the Adaptive L...
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2018
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| Online Access: | http://umpir.ump.edu.my/id/eprint/23780/1/BEEI_Dec2018.pdf http://umpir.ump.edu.my/id/eprint/23780/ http://journal.portalgaruda.org/index.php/EEI/article/view/1183 http://dx.doi.org/10.11591/eei.v7i4.1183 |
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| author | Roshahliza, M. Ramli Salina, Abdul Samad Noor, Ali O. Abid |
| author_facet | Roshahliza, M. Ramli Salina, Abdul Samad Noor, Ali O. Abid |
| author_sort | Roshahliza, M. Ramli |
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| content_provider | Universiti Malaysia Pahang Al-Sultan Abdullah |
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| continent | Asia |
| country | Malaysia |
| description | Adaptive Noise Cancellation (ANC) systems with selectable algorithms refer to ANC systems that are able to change the adaptation algorithm based on the eigenvalue spread of the noise. These systems can have dual inputs based on the conventional ANC structure or a single input based on the Adaptive Line Enhancer (ALE) structure. This paper presents a comparison of the performance of these two systems using objective and subjective measurements for speech intelligibility. The parameters used to objectively compare the systems are the Mean Square Error (MSE) and the output Signal to Noise Ratio (SNR). For subjective evaluation, listening tests were evaluated using the Mean Opinion Score (MOS) technique. The outcomes demonstrate that for both objective and subjection evaluations, the single input ALE with selectable algorithms (S-ALE) system outperforms that of the dual input ANC with selectable algorithm (S-ANC) in terms of better steady-state MSE by 10%, higher SNR values for most types of noise, higher scores in most of the questions in the MOS questionnaire and a higher acceptance rate for speech quality. |
| format | Article |
| id | my.ump.umpir.23780 |
| institution | Universiti Malaysia Pahang |
| language | en |
| publishDate | 2018 |
| publisher | IAES |
| record_format | eprints |
| spelling | my.ump.umpir.237802019-01-29T03:33:44Z http://umpir.ump.edu.my/id/eprint/23780/ Objective and Subjective Evaluations of Adaptive Noise Cancellation Systems with Selectable Algorithms for Speech Intelligibility Roshahliza, M. Ramli Salina, Abdul Samad Noor, Ali O. Abid TK Electrical engineering. Electronics Nuclear engineering Adaptive Noise Cancellation (ANC) systems with selectable algorithms refer to ANC systems that are able to change the adaptation algorithm based on the eigenvalue spread of the noise. These systems can have dual inputs based on the conventional ANC structure or a single input based on the Adaptive Line Enhancer (ALE) structure. This paper presents a comparison of the performance of these two systems using objective and subjective measurements for speech intelligibility. The parameters used to objectively compare the systems are the Mean Square Error (MSE) and the output Signal to Noise Ratio (SNR). For subjective evaluation, listening tests were evaluated using the Mean Opinion Score (MOS) technique. The outcomes demonstrate that for both objective and subjection evaluations, the single input ALE with selectable algorithms (S-ALE) system outperforms that of the dual input ANC with selectable algorithm (S-ANC) in terms of better steady-state MSE by 10%, higher SNR values for most types of noise, higher scores in most of the questions in the MOS questionnaire and a higher acceptance rate for speech quality. IAES 2018-12 Article PeerReviewed pdf en cc_by http://umpir.ump.edu.my/id/eprint/23780/1/BEEI_Dec2018.pdf Roshahliza, M. Ramli and Salina, Abdul Samad and Noor, Ali O. Abid (2018) Objective and Subjective Evaluations of Adaptive Noise Cancellation Systems with Selectable Algorithms for Speech Intelligibility. Bulletin of Electrical Engineering and Informatics, 7 (4). pp. 570-579. ISSN 2302-9285. (Published) http://journal.portalgaruda.org/index.php/EEI/article/view/1183 http://dx.doi.org/10.11591/eei.v7i4.1183 |
| spellingShingle | TK Electrical engineering. Electronics Nuclear engineering Roshahliza, M. Ramli Salina, Abdul Samad Noor, Ali O. Abid Objective and Subjective Evaluations of Adaptive Noise Cancellation Systems with Selectable Algorithms for Speech Intelligibility |
| title | Objective and Subjective Evaluations of Adaptive Noise Cancellation Systems with Selectable Algorithms for Speech Intelligibility |
| title_full | Objective and Subjective Evaluations of Adaptive Noise Cancellation Systems with Selectable Algorithms for Speech Intelligibility |
| title_fullStr | Objective and Subjective Evaluations of Adaptive Noise Cancellation Systems with Selectable Algorithms for Speech Intelligibility |
| title_full_unstemmed | Objective and Subjective Evaluations of Adaptive Noise Cancellation Systems with Selectable Algorithms for Speech Intelligibility |
| title_short | Objective and Subjective Evaluations of Adaptive Noise Cancellation Systems with Selectable Algorithms for Speech Intelligibility |
| title_sort | objective and subjective evaluations of adaptive noise cancellation systems with selectable algorithms for speech intelligibility |
| topic | TK Electrical engineering. Electronics Nuclear engineering |
| url | http://umpir.ump.edu.my/id/eprint/23780/1/BEEI_Dec2018.pdf http://umpir.ump.edu.my/id/eprint/23780/ http://journal.portalgaruda.org/index.php/EEI/article/view/1183 http://dx.doi.org/10.11591/eei.v7i4.1183 |
| url_provider | http://umpir.ump.edu.my/ |