不同品牌智能手机语音采集的一致性及其临床可行性研究
Study on the consistency of voice collection across different smartphone brands and its clinical usability
郑家兴;陈凯文;汤雨婷;王刚;徐韵婷;欧建林;黄译萱;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:广州卫生职业技术学院康复保健学院





[1] IDRISOGLU A,DALLORA A,ANDERBERG P,et al.Applied machine learning techniques to diagnose voice-affecting conditions and disorders:systematic literature review[J].Journal of Medical Internet Research,2023,25e46105-e46105,25.DOI:10.2196/46105.
[2] KIM H B,SNG J,PARK S,et al.Classification of laryngeal diseases including laryngeal cancer,benign mucosal disease,and vocal cord paralysis by artificial intelligence using voice analysis[J].Scientific Reports,2024,14(1):9297-9297.
[3] BRINGEL A K,LEONE C D,FIRMINO C D L V J,et al.Voice analysis and neural networks as a clinical decision support system for patients with lung diseases[J].Mayo Clinic Proceedings:Digital Health,2024,2(3):367-374.
[4] GIOVANNI C,VALERIO C,PIETRO L D,et al.Artificial intelligence-based voice assessment of patients with Parkinson's disease off and on treatment:machine vs.deep-learning comparison[J].Sensors,2023,23(4):2293-2293.
[5] HE T,CHEN J,XU X,et al.Exploiting smartphone voice recording as a digital biomarker for Parkinson's disease diagnosis[J].IEEE Transactions on Instrumentation and Measurement,73[2024-09-09].DOI:10.1109/TIM.2024.3391339.
[6] LIN E,HORNIBROOK J,ORMOND T.Evaluating iPhone recordings for acoustic voice assessment[J].Folia Phoniatr Logop,2012,64(3):122-130.
[7] 孙宇欣,姚权,KIM H K,等.国产智能手机测试基频的可能性及其影响因素[J].听力学及言语疾病杂志,2022,30(5):504-507.
[8] BOTTALICO P,CODINO J,CANTOR-CUTIVA C L,et al.Reproducibility of voice parameters:the effect of room acoustics and microphones[J].J Voice,2020,34(3):320-334.
[9] KAUFMAN J M,ANIRUDH T,YAN F.Acoustic analysis and prediction of type 2 diabetes mellitus using smartphone-recorded voice segments[J].Mayo Clinic Procee-dings:Digital Health,2023,1(4):534-544.
[10] TRACY M J,?ZKANCA Y,ATKINS C D,et al.Investigating voice as a biomarker:deep phenotyping methods for early detection of Parkinson's disease[J].Journal of Biomedical Informatics,2020,104103362.DOI:10.1016/j.jbi.2019.103362
[11] VIRGINIE R,KATHY H,BERNARD H,et al.Vowel production:a potential speech biomarker for early detection of dysarthria in Parkinson's disease[J].Frontiers in Psychology,2023,141129830-1129830.DOI:10.3389/FPSYG.2023.1129830
[12] WANG M,ZHAO X,LI F,et al.Using sustained vowels to identify patients with mild Parkinson's disease in a Chinese dataset[J].Frontiers in Aging Neuroscience,2024,161377442-1377442.DOI:10.3389/FNAGI.2024.1377442
[13] LIU S.Analyzing consumer behavior and brand loyalty in the Chinese smartphone market:a case study of Huawei[J].Frontiers in Management Science,2024,3(3):35-42.
[14] CHRISTEL G,ANDREA M R,FEDERICO V,et al.Acoustic analysis of normal voice patterns in Italian adults by using Praat[J].J Voice,2020,34(6):961.e9-961.e18.
[15] ONEN C,GOLAC H,SONGUR E T,et al.Acoustic and auditory-perceptual analysis of voice in the female smokers who do not have self-reported voice complaint[J].J Voice,2023,37(2):297.e1-297.e6.DOI:10.1016/j.jvoice.2020.12.050.
[16] MARSANO-CORNEJO M J,áNGEL R.Comparison of the acoustic parameters obtained with different smartphones and a professional microphone[J].Acta Otorrinolaringologica Espanola,2022,73(1):51-55.
[17] ASHISH K,ARATHY V,DHEERAJ K,et al.MEMS-based piezoresistive and capacitive microphones:a review on materials and methods[J].Materials Science in Semiconductor Processing,2024,169.DOI:10.1016/J.MSSP.2023.107879
[18] SUJATHA C.Equipment for measurements in acoustics[M].Vibration,Acoustics and Strain Measurement:Theory and Experiments.Cham:Springer International Publishing,2023:219-273.
[19] BROCKMANN-BAUSER M,DE PAULA SOARES M F.Do we get what we need from clinical acoustic voice mea-surements?[J].Applied Sciences,2023,13(2):941.DOI:10.3390/app13020941.
[20] FLORENCIO V D O,ALMEIDA A,BALATA P,et al.Differences and reliability of linear and nonlinear acoustic measures as a function of vocal intensity in individuals with voice disorders[J].J Voice,2023,37(5):663-681.
[21] PETRIZZO D,POPOLO P S.Smartphone use in clinical voice recording and acoustic analysis:a literature review-science direct[J].J Voice,2021,35(3):499.e23-499.e28.DOI:10.1016/j.jvoice.2019.10.006.