The Effect of Fuzzy Training Targets on Voice Quality Classification.
Stefan SchererJohn KaneChrister GoblFriedhelm SchwenkerPublished in: MPRSS (2012)
Keyphrases
- supervised learning
- training set
- training process
- classification accuracy
- pattern recognition
- training samples
- fuzzy sets
- training phase
- fuzzy classifier
- classification scheme
- feature vectors
- fuzzy classification
- quality measures
- classification systems
- pattern classification
- classification algorithm
- support vector machine svm
- fuzzy logic
- unsupervised learning
- image classification
- preprocessing
- high quality
- feature extraction
- classification performances
- machine learning
- decision trees
- automatic classification
- benchmark datasets
- support vector machine
- feature space
- classification models
- classification rules
- fuzzy numbers
- membership functions
- test set
- feature set
- multi layer perceptron
- rule extraction
- support vector
- training patterns
- discriminative training
- face recognition
- sufficient training data