{"title":"中国抑郁症患者语音质量分析","authors":"Yuan Jia, Yuzhu Liang, T. Zhu","doi":"10.1109/O-COCOSDA46868.2019.9060848","DOIUrl":null,"url":null,"abstract":"In the present study, we empirically explore how the voice quality of depression patients (as experimental group) differs from that of healthy people (as control group), in terms of jitter, shimmer, HNR and pitch. Our analysis results reveal that the shimmer, maximum HNR and minimum HNR of patients are significantly different from those of the control group. Specifically, the patients tend to have a higher shimmer and lower maximum and mean HNR. To figure out to what extent the emotion has influenced the results, we further investigate whether there are significant differences in voice quality among different variations of emotion (positive, neutral, and negative) embedded in text reading. It turns out that no significant differences in voice hoarseness are found, showing that the voice quality is immune to emotion. Therefore, we can conclude that in general the voice of depression patients is hoarser than non-depressed people.","PeriodicalId":263209,"journal":{"name":"2019 22nd Conference of the Oriental COCOSDA International Committee for the Co-ordination and Standardisation of Speech Databases and Assessment Techniques (O-COCOSDA)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"An analysis of voice quality of Chinese patients with depression\",\"authors\":\"Yuan Jia, Yuzhu Liang, T. Zhu\",\"doi\":\"10.1109/O-COCOSDA46868.2019.9060848\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In the present study, we empirically explore how the voice quality of depression patients (as experimental group) differs from that of healthy people (as control group), in terms of jitter, shimmer, HNR and pitch. Our analysis results reveal that the shimmer, maximum HNR and minimum HNR of patients are significantly different from those of the control group. Specifically, the patients tend to have a higher shimmer and lower maximum and mean HNR. To figure out to what extent the emotion has influenced the results, we further investigate whether there are significant differences in voice quality among different variations of emotion (positive, neutral, and negative) embedded in text reading. It turns out that no significant differences in voice hoarseness are found, showing that the voice quality is immune to emotion. Therefore, we can conclude that in general the voice of depression patients is hoarser than non-depressed people.\",\"PeriodicalId\":263209,\"journal\":{\"name\":\"2019 22nd Conference of the Oriental COCOSDA International Committee for the Co-ordination and Standardisation of Speech Databases and Assessment Techniques (O-COCOSDA)\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-10-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2019 22nd Conference of the Oriental COCOSDA International Committee for the Co-ordination and Standardisation of Speech Databases and Assessment Techniques (O-COCOSDA)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/O-COCOSDA46868.2019.9060848\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 22nd Conference of the Oriental COCOSDA International Committee for the Co-ordination and Standardisation of Speech Databases and Assessment Techniques (O-COCOSDA)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/O-COCOSDA46868.2019.9060848","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
An analysis of voice quality of Chinese patients with depression
In the present study, we empirically explore how the voice quality of depression patients (as experimental group) differs from that of healthy people (as control group), in terms of jitter, shimmer, HNR and pitch. Our analysis results reveal that the shimmer, maximum HNR and minimum HNR of patients are significantly different from those of the control group. Specifically, the patients tend to have a higher shimmer and lower maximum and mean HNR. To figure out to what extent the emotion has influenced the results, we further investigate whether there are significant differences in voice quality among different variations of emotion (positive, neutral, and negative) embedded in text reading. It turns out that no significant differences in voice hoarseness are found, showing that the voice quality is immune to emotion. Therefore, we can conclude that in general the voice of depression patients is hoarser than non-depressed people.