Severity Classification of Parkinson's Disease from Speech using Single Frequency Filtering-based Features.
Sudarsana Reddy KadiriManila KodaliPaavo AlkuPublished in: INTERSPEECH (2023)
Keyphrases
- classification accuracy
- feature vectors
- feature extraction
- classification models
- feature set
- extracted features
- spectral features
- classification method
- feature space
- classification process
- feature analysis
- single feature
- pattern recognition
- image features
- discriminative features
- svm classifier
- extracting features
- svm classification
- support vector machine svm
- benchmark datasets
- decision trees
- feature selection
- feature representation
- feature selection algorithms
- speech recognition
- text classification
- language model
- low level
- support vector
- machine learning
- gabor filters
- feature subset
- high dimensionality
- supervised learning
- textural features
- emotion classification
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