Automatic voice disorder classification using vowel formants.
Muhammad GhulamMansour AlsulaimanAwais MahmoodZulfiqar AliPublished in: ICME (2011)
Keyphrases
- fundamental frequency
- classification accuracy
- classification method
- decision trees
- classification scheme
- support vector
- unsupervised learning
- speech signal
- fully automatic
- feature vectors
- support vector machine svm
- automatic classification
- semi automatic
- data sets
- feature selection
- text classification
- image classification
- feature extraction
- feature space
- pattern classification
- features extraction
- classification systems
- supervised classification
- clustering algorithm
- classification models
- training samples
- artificial neural networks
- decision rules
- benchmark datasets
- machine learning algorithms
- model selection