Severity Classification of Parkinson's Disease from Speech using Single Frequency Filtering-based Features.
Sudarsana Reddy KadiriManila KodaliPaavo AlkuPublished in: CoRR (2023)
Keyphrases
- classification accuracy
- feature vectors
- classification process
- feature set
- feature extraction
- feature space
- extracted features
- classification models
- classification method
- spectral features
- single feature
- svm classifier
- feature analysis
- high dimensionality
- feature values
- benchmark datasets
- feature representation
- extracting features
- emotion classification
- machine learning
- image classification
- pattern recognition
- classification algorithm
- class labels
- support vector machine svm
- text classification
- image features
- low level
- support vector
- decision trees
- audio visual
- speech signal
- supervised learning
- svm classification
- knn
- lexical features