Joint gender and age estimation based on speech signals using x-vectors and transfer learning.
Damian KwasnyDaria HemmerlingPublished in: CoRR (2020)
Keyphrases
- transfer learning
- speech signal
- age estimation
- human age estimation
- speech recognition
- human perception
- labeled data
- facial images
- estimation accuracy
- face images
- non stationary
- cross domain
- reinforcement learning
- machine learning
- text categorization
- transfer knowledge
- active learning
- computer vision and pattern recognition
- hidden markov models
- text classification
- learning algorithm
- semi supervised learning
- text mining
- feature vectors
- collaborative filtering
- target domain
- data sets
- machine learning algorithms
- dimensionality reduction
- principal component analysis
- pattern recognition
- image segmentation
- feature selection
- information retrieval
- data mining