An Automatic Voice Test Method of HMI for Train with PerceptualEvaluation of Speech Quality
During the train HMI speaker test, operator should judge the quality of voice by ear, which causes difference in HMI voice quality test by the influence of environment nosie, HMI assembly, etc. It describes a automatic detection method which uses microphone to sample the voice of HMI, and a PESQ alg...
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| Main Authors: | , |
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| Format: | Article |
| Language: | zho |
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Editorial Office of Control and Information Technology
2021-01-01
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| Series: | Kongzhi Yu Xinxi Jishu |
| Subjects: | |
| Online Access: | http://ctet.csrzic.com/thesisDetails#10.13889/j.issn.2096-5427.2021.01.013 |
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| _version_ | 1849224846771224576 |
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| author | GAO Feng ZHANG Hongwei |
| author_facet | GAO Feng ZHANG Hongwei |
| author_sort | GAO Feng |
| collection | DOAJ |
| description | During the train HMI speaker test, operator should judge the quality of voice by ear, which causes difference in HMI voice quality test by the influence of environment nosie, HMI assembly, etc. It describes a automatic detection method which uses microphone to sample the voice of HMI, and a PESQ algorithm is used to automatically detect and evaluate the voice from HMI. Simulation results show that the PESQ score is consistent with the artificial subjective score, and the maximum deviation is 0.14, which shows that the proposed method realizes the automatic evaluation of perceptual speech quality and ensures the consistency of test. |
| format | Article |
| id | doaj-art-fd2b887ae0714cbdbcb317056fe827b6 |
| institution | Kabale University |
| issn | 2096-5427 |
| language | zho |
| publishDate | 2021-01-01 |
| publisher | Editorial Office of Control and Information Technology |
| record_format | Article |
| series | Kongzhi Yu Xinxi Jishu |
| spelling | doaj-art-fd2b887ae0714cbdbcb317056fe827b62025-08-25T06:53:28ZzhoEditorial Office of Control and Information TechnologyKongzhi Yu Xinxi Jishu2096-54272021-01-0138768082322568An Automatic Voice Test Method of HMI for Train with PerceptualEvaluation of Speech QualityGAO FengZHANG HongweiDuring the train HMI speaker test, operator should judge the quality of voice by ear, which causes difference in HMI voice quality test by the influence of environment nosie, HMI assembly, etc. It describes a automatic detection method which uses microphone to sample the voice of HMI, and a PESQ algorithm is used to automatically detect and evaluate the voice from HMI. Simulation results show that the PESQ score is consistent with the artificial subjective score, and the maximum deviation is 0.14, which shows that the proposed method realizes the automatic evaluation of perceptual speech quality and ensures the consistency of test.http://ctet.csrzic.com/thesisDetails#10.13889/j.issn.2096-5427.2021.01.013perceptual evaluation of speech quality(PESQ)automatic voice testQoE(quality of experience)automatic acquisitionuniformity |
| spellingShingle | GAO Feng ZHANG Hongwei An Automatic Voice Test Method of HMI for Train with PerceptualEvaluation of Speech Quality Kongzhi Yu Xinxi Jishu perceptual evaluation of speech quality(PESQ) automatic voice test QoE(quality of experience) automatic acquisition uniformity |
| title | An Automatic Voice Test Method of HMI for Train with PerceptualEvaluation of Speech Quality |
| title_full | An Automatic Voice Test Method of HMI for Train with PerceptualEvaluation of Speech Quality |
| title_fullStr | An Automatic Voice Test Method of HMI for Train with PerceptualEvaluation of Speech Quality |
| title_full_unstemmed | An Automatic Voice Test Method of HMI for Train with PerceptualEvaluation of Speech Quality |
| title_short | An Automatic Voice Test Method of HMI for Train with PerceptualEvaluation of Speech Quality |
| title_sort | automatic voice test method of hmi for train with perceptualevaluation of speech quality |
| topic | perceptual evaluation of speech quality(PESQ) automatic voice test QoE(quality of experience) automatic acquisition uniformity |
| url | http://ctet.csrzic.com/thesisDetails#10.13889/j.issn.2096-5427.2021.01.013 |
| work_keys_str_mv | AT gaofeng anautomaticvoicetestmethodofhmifortrainwithperceptualevaluationofspeechquality AT zhanghongwei anautomaticvoicetestmethodofhmifortrainwithperceptualevaluationofspeechquality AT gaofeng automaticvoicetestmethodofhmifortrainwithperceptualevaluationofspeechquality AT zhanghongwei automaticvoicetestmethodofhmifortrainwithperceptualevaluationofspeechquality |