Cough Classification with Deep Derived Features using Audio Spectrogram Transformer.
Julio J. ValdésKarim HabashyPengcheng XiMadison Cohen-McFarlaneBruce WallaceRafik GoubranFrank KnoefelPublished in: Big Data (2022)
Keyphrases
- classification accuracy
- feature vectors
- feature set
- classification process
- feature extraction
- feature space
- extracted features
- classification models
- class labels
- feature representation
- pattern recognition
- pattern analysis
- classification method
- benchmark datasets
- classification scheme
- extracting features
- cepstral features
- classification algorithm
- machine learning
- svm classifier
- training set
- feature selection
- decision trees
- low level
- audio visual
- feature selection algorithms
- high dimensionality
- support vector
- supervised learning
- audio features
- multimedia
- genre classification
- text classification
- feature subset
- fuzzy logic
- image features
- machine learning algorithms
- eeg signals
- feature values
- spectral features