Active Learning for Speech Emotion Recognition Using Conditional Random Fields.
Ziping ZhaoXirong MaPublished in: SNPD (2013)
Keyphrases
- speech emotion recognition
- active learning
- random sampling
- semi supervised
- named entity recognition
- machine learning
- learning algorithm
- training examples
- experimental design
- cost sensitive
- learning strategies
- active learning strategies
- supervised learning
- learning process
- training set
- selective sampling
- batch mode active learning
- imbalanced data classification
- batch mode
- music emotion classification
- information retrieval
- sample complexity
- generalization error
- unlabeled data
- crowd sourced
- semi supervised learning
- labeled data
- online learning
- pairwise