Probabilistic SVM/GMM Classifier for Speaker-Independent Vowel Recognition in Continues Speech
Mohammad NazariAbolghasem SayadiyanSeyyed Majid ValiollahzadehPublished in: CoRR (2008)
Keyphrases
- speaker identification
- speaker independent
- probabilistic neural network
- speech recognition
- vowel recognition
- speaker dependent
- gaussian mixture model
- support vector
- k nearest neighbor
- svm classifier
- support vector machine
- support vector machine svm
- pattern classification
- feature extraction
- knn
- speaker recognition
- speech signal
- feature space
- digit recognition
- feature selection
- training data
- feature vectors
- noisy environments
- training set
- hidden markov models
- broadcast news
- speech recognizer
- feature set
- acoustic models
- pattern recognition
- automatic speech recognition
- mixture model
- generative model
- training process
- speaker adaptation
- probabilistic model
- machine learning
- language model
- bayesian networks
- learning algorithm
- speech recognition systems
- classification accuracy
- nearest neighbor
- vocal tract
- natural language processing
- speaker verification
- image processing
- decision trees
- image classification
- computer vision
- maximum likelihood