Combining deep speaker specific representations with GMM-SVM for speaker verification.
Ryan PriceSangeeta BiswasKoichi ShinodaPublished in: INTERSPEECH (2013)
Keyphrases
- speaker verification
- speaker recognition
- noisy environments
- gaussian mixture model
- prosodic features
- audio visual
- support vector machine svm
- support vector
- acoustic features
- speaker identification
- feature vectors
- knn
- machine learning
- language identification
- emotion recognition
- multilayer perceptron
- support vector machine
- information retrieval
- vector quantization
- face verification
- artificial neural networks
- multiscale
- high level
- probabilistic neural network
- feature selection
- neural network
- speech recognition
- dimensionality reduction
- using artificial neural networks
- probabilistic model
- image processing
- mel frequency cepstral coefficients