Domain Adaptation for Enhancing Speech-Based Depression Detection in Natural Environmental Conditions Using Dilated CNNs.
Zhaocheng HuangJulien EppsDale JoachimBrian StasakJames R. WilliamsonThomas F. QuatieriPublished in: INTERSPEECH (2020)
Keyphrases
- environmental conditions
- domain adaptation
- multiple sources
- cross domain
- labeled data
- transfer learning
- sentiment classification
- dynamic environments
- target domain
- semi supervised
- co training
- document classification
- covariate shift
- manifold alignment
- feature representation
- unlabeled data
- semi supervised learning
- principal component analysis
- training data
- decision trees
- machine learning
- databases