智能手机采录帕金森病患者语音的声学特征分析
Analysis of acoustic characteristics of speech in Parkinson's disease patient recorded via smartphones
郑家兴;韩梦澜;王刚;汤雨婷;廖成钜;陈凯文;凌卫新;陈卓铭
1:暨南大学附属第一医院康复医学科
2:华南理工大学数学学院
3:东莞市松山湖中心医院神经内科
摘要关键词基金项目(Foundation):作者参考文献[1] POEWE W,SEPPI K,TANNER C M,et al.Parkinson disease[J].Nature Reviews Disease Primers,2017,3(1):1-21.
[2] BAUDOUIN R,LECHIEN J R,CARPENTIER L,et al.Deep brain stimulation impact on voice and speech quality in Parkinson's disease:a systematic review[J].Otolaryngology—Head and Neck Surgery,2023,168(3):307-318.
[3] IYER A,KEMP A,RAHMATALLAH Y,et al.A machine learning method to process voice samples for identification of Parkinson'sdisease[J].Scientific Reports,2023,13(1):20615.
[4] CONTRERAS-RUSTON F,CASTILLO-ALLENDES A,SAAVEDRA-GARRIDO J,et al.Voice self-assessment in individuals with Parkinson's disease as compared to general voice disorders[J].Parkinsonism & Related Disorders,2024,123:106944.DOI:10.1016/j.parkreldis.2024.106944
[5] AMATO F,SAGGIO G,CESARINI V,et al.Machine learning-and statistical-based voice analysis of Parkinson's disease patients:a survey[J].Expert Systems with Applications,2023,219:119651.DOI:10.1016/j.eswa.2023.119651
[6] 范萍，顾文涛，刘卫国.统一帕金森病评定量表评估无言语障碍帕金森病患者的语音声学特征[J].听力学及言语疾病杂志，2022,30(3):262-265.
[7] 文鹏程，张峪涵，文贵华.帕金森病患者的语音声学特征分析[J].听力学及言语疾病杂志，2024,32(2):134-138.
[8] AWAN S N,SHAIKH M A,AWAN J A,et al.Smartphone recordings are comparable to “gold standard” recordings for acoustic measurements of voice[J].Journal of Voice,2023,31(1):31-35.
[9] 郑家兴，陈凯文，冯雨婷，等.不同品牌智能手机语音采集的一致性及其应用[J].听力学及言语疾病杂志，2025,33(2):216-221.
[10] 刘军.中国帕金森病的诊断标准(2016版)[J].中华神经科杂志，2016,49(4):268-271.
[11] GRILLO E U,WOLFBERG J.An assessment of different praat versions for acoustic measures analyzed automatically by Voice EvalU 8 and manually by two raters[J].Journal of Voice,2023,37(1):17-25.
[12] YANG B.The fundamental frequency (f0) distribution of Korean speakers in a dialogue corpus using Praat and R[J].Phonetics and Speech Sciences,2023,15(3):17-25.
[13] 侯丽珍，韩德民，徐文，等.嗓音检测中元音声样的选择[J].听力学及言语疾病杂志，2002,10(1):16-18.
[14] LI Q,MILLARD K,TETNOWSKI J,et al.Acoustic analysis of intonation in persons with Parkinson's disease receiving transcranial magnetic stimulation and intensive voice treatment[J].Journal of Voice,2023,37(2):203-214.
[15] SALDANHA J C,SUVARNA M,SATISH D,et al.Jitter as a quantitative indicator of dysphonia in Parkinson's disease[J].International Journal of Intelligent Systems Technologies and Applications,2023,21(2):199-228.
[16] CONVEY R B,LAUKKANEN A M,YLINEN S,et al.Analysis of voice in Parkinson's disease utilizing the acoustic voice quality index[J].Journal of Voice,2024.DOI:10.1016/j.jvoice.2023.12.025
[17] 蒲婷婷，李广，刘一凡，等.帕金森患者构音障碍的语音特征分析[J].成都医学院学报，2022,17(2):184-187.
[18] XIU N,LI W,LIU L,et al.A Study on voice measures in patients with Parkinson's disease[J].Journal of Voice,2024.DOI:10.1016/j.jvoice.2024.05.018.