Voice conversion with SI-DNN and KL divergence based mapping without parallel training data.
Feng-Long XieFrank K. SoongHaifeng LiPublished in: Speech Commun. (2019)
Keyphrases
- kl divergence
- training data
- kullback leibler
- kullback leibler divergence
- mahalanobis distance
- information theoretic
- test data
- learning algorithm
- data sets
- gaussian distribution
- gaussian mixture
- posterior distribution
- exponential family
- prior knowledge
- probabilistic latent semantic analysis
- training set
- supervised learning
- dissimilarity measure
- active learning
- gaussian mixture model
- mutual information
- closed form