Deep Nonlinear Metric Learning for Speaker Verification in the I-Vector Space.
Yong FengQingyu XiongWeiren ShiPublished in: IEICE Trans. Inf. Syst. (2017)
Keyphrases
- vector space
- metric learning
- speaker verification
- distance metric
- distance measure
- dimensionality reduction
- noisy environments
- distance function
- similarity search
- low dimensional
- multi task
- semi supervised
- learning tasks
- pairwise
- audio visual
- feature space
- multilayer perceptron
- euclidean distance
- high dimensional
- high dimensional data
- semi supervised learning
- kernel pca
- data sets
- machine learning
- riemannian manifolds
- neural network