The Role of Task and Acoustic Similarity in Audio Transfer Learning: Insights from the Speech Emotion Recognition Case.
Andreas TriantafyllopoulosBjörn W. SchullerPublished in: ICASSP (2021)
Keyphrases
- transfer learning
- speech emotion recognition
- knowledge transfer
- learning tasks
- labeled data
- reinforcement learning
- cross domain
- active learning
- transfer knowledge
- multimedia
- text classification
- semi supervised learning
- domain adaptation
- multi task
- machine learning
- multi task learning
- target domain
- collaborative filtering
- unlabeled data
- similarity measure
- manifold alignment
- text mining
- decision trees
- transferring knowledge
- cross domain learning
- machine learning algorithms
- knowledge sharing
- data sets
- object recognition
- databases