Analysis and Classification of Voice Pathologies using Glottal Signal Parameters with Recurrent Neural Networks and SVM.
Leonardo Forero MendozaManoela KohlerCristian MuñozEvelyn Conceição Santos BatistaMarco Aurélio PachecoPublished in: ICAART (2) (2019)
Keyphrases
- recurrent neural networks
- support vector machine svm
- support vector
- classification algorithm
- feature selection
- pattern recognition
- support vector machine
- classification accuracy
- feature vectors
- machine learning
- recurrent networks
- feature space
- artificial neural networks
- feature extraction
- multi class classification
- image classification
- heart rate variability
- svm classifier
- feed forward
- svm classification
- neural model
- neural network
- improves the classification accuracy
- text classification
- feature set
- multi class
- control system
- training set
- decision trees
- genetic algorithm