Relevant pitch features selection for voice disorders families classification.
Loubna ElBouazzaouiSafa ChebbiNajlae IdrissiSofia Ben JebaraPublished in: ISIVC (2022)
Keyphrases
- classification accuracy
- feature set
- feature vectors
- classification method
- feature extraction
- extracted features
- classification process
- classification models
- feature space
- pattern recognition
- svm classifier
- feature construction
- selecting features
- benchmark datasets
- discriminative features
- feature analysis
- extracting features
- classification scheme
- feature representation
- class labels
- feature subset
- gender classification
- text classification
- feature extraction and classification
- support vector machine
- musical instrument
- mel frequency cepstral coefficients
- feature weights
- high dimensionality
- speech recognition
- support vector machine svm
- low level
- eeg signals
- feature selection algorithms
- roc curve
- classification algorithm
- features extraction
- multi class
- decision trees
- machine learning