Revisiting SincNet: An Evaluation of Feature and Network Hyperparameters for Speaker Recognition.
Dan OneataLucian GeorgescuHoria CucuDragos BurileanuCorneliu BurileanuPublished in: EUSIPCO (2020)
Keyphrases
- speaker recognition
- hyperparameters
- model selection
- random sampling
- bayesian framework
- gaussian process
- bayesian inference
- gaussian mixture model
- em algorithm
- cross validation
- vector quantization
- probabilistic neural network
- closed form
- sample size
- maximum likelihood
- support vector
- speaker verification
- incomplete data
- maximum a posteriori
- incremental learning
- prior information
- expectation maximization
- feature set
- noise level
- data sets
- genetic algorithm ga
- gaussian process regression
- speaker identification
- feature vectors
- neural network