Mixed acoustic events classification using ICA and subspace classifier.
Georges LinarèsPascal NoceraHenri MeloniPublished in: ICASSP (1997)
Keyphrases
- feature space
- classification method
- classification scheme
- feature extraction
- classification algorithm
- support vector machine
- classification process
- classification rate
- probabilistic classifiers
- support vector
- class labels
- classification models
- svm classifier
- decision trees
- learning vector quantization
- subspace analysis
- feature set
- classification accuracy
- training samples
- independent component analysis
- feature vectors
- feature selection
- decision boundary
- nearest neighbor classifier
- multiple classifiers
- higher classification accuracy
- training set
- k nearest neighbour
- learning phase
- high classification accuracy
- multiple classifier systems
- fold cross validation
- nearest neighbour
- training data
- text classification
- support vector machine svm
- preprocessing
- supervised classification
- principal component analysis
- image classification
- final classification
- bayesian classifier
- multiclass classification
- pattern classification
- classifier combination
- pattern recognition
- multi class
- multi category
- independent components
- discriminative learning
- cost sensitive
- machine learning
- binary classifiers
- face recognition
- individual classifiers
- ensemble classifier
- low dimensional
- naive bayes classifier
- roc curve