Enhancing GMM speaker identification by incorporating SVM speaker verification for intelligent web-based speech applications.
Ing-Jr DingChih-Ta YenPublished in: Multim. Tools Appl. (2015)
Keyphrases
- speaker identification
- speaker verification
- noisy environments
- speaker recognition
- language identification
- gaussian mixture model
- speech recognition
- speech signal
- support vector machine svm
- support vector
- probabilistic neural network
- noise reduction
- support vector machine
- mel frequency cepstral coefficients
- acoustic features
- feature extraction
- knn
- feature vectors
- broadcast news
- mixture model
- automatic speech recognition
- feature space
- hidden markov models
- feature selection
- machine learning
- multimedia
- training data
- audio visual
- pattern recognition
- emotion recognition
- high dimensional
- classification accuracy