Utilizing Unlabeled Data and Synthetic Data for Bird Sound Detection: Consistency Training, Mean Teacher, and Domain Adaptation Techniques.
Fang-Ching ChenYi-Wen LiuPublished in: APSIPA ASC (2023)
Keyphrases
- synthetic data
- domain adaptation
- unlabeled data
- labeled data
- semi supervised learning
- semi supervised
- supervised learning
- labeled training data
- co training
- training set
- training examples
- labeled data for training
- target domain
- training data
- data sets
- real world
- active learning
- transfer learning
- labeled examples
- text classification
- multiple sources
- training and test data
- machine learning
- learning algorithm
- labeled and unlabeled data
- data points
- prior knowledge
- source domain
- class labels
- training process
- test set
- multi view
- pairwise
- decision trees
- text categorization
- training samples
- learning problems
- cross domain
- face images
- collaborative filtering
- object recognition