Exploring risk factors and predicting UPDRS score based on Parkinson's speech signals.
Jianxin ZhangWeifeng XuQiang ZhangBo JinXiaopeng WeiPublished in: Healthcom (2017)
Keyphrases
- risk factors
- speech signal
- speech recognition
- risk assessment
- automatic speech recognition
- automatic speech recognition systems
- statistical methods
- diabetes mellitus
- background noise
- risk management
- noisy environments
- hidden markov models
- speech enhancement
- non stationary
- support vector machine classifier
- vocal tract
- sound source
- sound signals
- speech sounds
- information systems
- support vector
- speech quality
- information retrieval