Snore Sound Classification Using Image-Based Deep Spectrum Features.
Shahin AmiriparianMaurice GerczukSandra OttlNicholas CumminsMichael FreitagSergey PugachevskiyAlice BairdBjörn W. SchullerPublished in: INTERSPEECH (2017)
Keyphrases
- classification accuracy
- feature vectors
- feature extraction
- feature set
- classification method
- feature space
- classification process
- classification models
- extracted features
- pattern recognition
- feature extraction and classification
- feature analysis
- benchmark datasets
- image features
- class labels
- automatic classification
- low level
- feature values
- support vector machine svm
- svm classifier
- decision tree classifiers
- text classification
- gender classification
- image classification
- preprocessing
- support vector
- feature selection
- extracting features
- feature reduction
- discriminative features
- classification rate
- feature representation
- classification scheme
- data sets
- classification algorithm
- spectral features
- fisher linear discriminant
- feature subset
- textural features
- features extraction
- svm classification
- feature selection algorithms
- dimensionality reduction
- computer vision