Repository of speech features from speakers with and without Parkinson's Disease. Neurovoz - Rasta PLP - V2 - Scientific Reports Publication: Phonetic relevance and phonemic grouping of speech in the automatic detection of Parkinson's Disease

This repository contains the Rasta-PLP features of six different speech recordings (sentences) from Neurovoz corpus (47 parkinsonian and 32 control speakers whose mother tongue is Spanish Castillian.) Number of PLP coefficients: [6, 8, 10, 12, 14, 16, 18, 20]. Delta coefficients: Yes Delta Delta coefficients: Yes Sampling rate: 16 kHz Frame size: 15 ms Frame overlapping: 50% This subset of the Neurovoz corpus was recorded between 2015 and 2017 by Universidad Politécncia de Madrid and Hospital General Universitario Gregorio Marañón. This version includes the same files as the previous version and information about UPDRS, H&Y, years since diagnosis and age of each participant. The sentences were: BARBAS: "Cuando las barbas de tu vecino veas pelar, pon las tuyas a remojar" CALLE: "De la calle vendrá quien de tu casa te echará" DIABLO: " Cuando el diablo no sabe qué hacer, con el rabo mata moscas " PETACA BLANCA: " La petaca blanca es mía" PIDIO: "No pidas a quien pidió ni sirvas a quien sirvió" SOMBRA: " El que a buen árbol se arrima, buena sombra le cobija " How to cite: [1] Moro-Velazquez, L., Gomez-Garcia, J. A., Godino-Llorente, J. I., Grandas-Perez, F., Shattuck-Hufnagel, S. Yagüe-Jimenez, V., and Dehak, N. (2019). Phonetic relevance and phonemic grouping of speech in the automatic detection of Parkinson’s disease.Scientific reports 9, 19066. [2] Moro-Velazquez, L., Gomez-Garcia, J. A., Godino-Llorente, J. I., Villalba, J., Rusz, J., Shattuck-Hufnagel, S. and Dehak, N. (2019). A forced Gaussians based methodology for the differential evaluation of Parkinson's Disease by means of speech processing. Biomedical Signal Processing and Control, 48, 205-220. BibTeX: @article{moro2019phonetic, title={Phonetic relevance and phonemic grouping of speech in the automatic detection of Parkinson's Disease}, author={Moro-Velazquez, Laureano and Gomez-Garcia, Jorge A. and Godino-Llorente, Juan I. and Grandas-Perez, Francisco and Shattuck-Hufnagel, Stefanie and Yague-Jimenez, Virginia and Dehak, Najim}, journal={Scientific Reports}, volume={9}, pages={19066}, year={2019}, publisher={Nature Research Publishing} } @article{moro2019forced, title={A forced Gaussians based methodology for the differential evaluation of Parkinson's Disease by means of speech processing}, author={Moro-Velazquez, Laureano and Gomez-Garcia, Jorge Andres and Godino-Llorente, Juan Ignacio and Dehak, Najim}, journal={Biomedical Signal Processing and Control}, pages={205--220}, volume={48}, year={2019}, publisher={Elsevier} }本仓库包含来自Neurovoz语料库（Neurovoz corpus）的6段独立语音录音语句的Rasta-PLP特征，该语料库收录了47名帕金森病患者与32名母语为卡斯蒂利亚西班牙语的健康对照受试者的语音数据。 PLP系数维度：[6, 8, 10, 12, 14, 16, 18, 20] 差分系数：已提取 二阶差分系数：已提取 采样率：16 kHz 帧长：15 ms 帧重叠率：50% 该Neurovoz语料库子集于2015年至2017年间由马德里理工大学（Universidad Politécnica de Madrid）与格雷戈里奥·马拉尼翁综合总医院（Hospital General Universitario Gregorio Marañón）联合录制完成。 本版本包含与前一版本完全一致的文件，同时新增了每位受试者的统一帕金森病评定量表（UPDRS）、Hoehn-Yahr分级（H&Y）、确诊后时长与年龄信息。 本次使用的语句如下： 1. 胡须（BARBAS）："当你看到邻居的胡须脱落时，将你自己的胡须浸泡一下" 2. 街道（CALLE）："将你逐出门庭者，必来自街巷" 3. 恶魔（DIABLO）："当恶魔不知该做什么时，便用尾巴打苍蝇" 4. 白色小盒子（PETACA BLANCA）："这个白色小盒子是我的" 5. 请求（PIDIO）："勿向曾乞者求，勿为曾役者役" 6. 树荫（SOMBRA）："倚良木者，得佳荫" 引用方式： [1] Moro-Velazquez, L., Gomez-Garcia, J. A., Godino-Llorente, J. I., Grandas-Perez, F., Shattuck-Hufnagel, S., Yagüe-Jimenez, V., and Dehak, N. (2019). Phonetic relevance and phonemic grouping of speech in the automatic detection of Parkinson’s disease. Scientific reports 9, 19066. [2] Moro-Velazquez, L., Gomez-Garcia, J. A., Godino-Llorente, J. I., Villalba, J., Rusz, J., Shattuck-Hufnagel, S. and Dehak, N. (2019). A forced Gaussians based methodology for the differential evaluation of Parkinson's Disease by means of speech processing. Biomedical Signal Processing and Control, 48, 205-220. BibTeX引用格式： @article{moro2019phonetic, title={Phonetic relevance and phonemic grouping of speech in the automatic detection of Parkinson's Disease}, author={Moro-Velazquez, Laureano and Gomez-Garcia, Jorge A. and Godino-Llorente, Juan I. and Grandas-Perez, Francisco and Shattuck-Hufnagel, Stefanie and Yague-Jimenez, Virginia and Dehak, Najim}, journal={Scientific Reports}, volume={9}, pages={19066}, year={2019}, publisher={Nature Research Publishing} } @article{moro2019forced, title={A forced Gaussians based methodology for the differential evaluation of Parkinson's Disease by means of speech processing}, author={Moro-Velazquez, Laureano and Gomez-Garcia, Jorge Andres and Godino-Llorente, Juan Ignacio and Dehak, Najim}, journal={Biomedical Signal Processing and Control}, pages={205--220}, volume={48}, year={2019}, publisher={Elsevier} }