Uncertainty Calibration for Deep Audio Classifiers.
Tong YeShijing SiJianzong WangNing ChengJing XiaoPublished in: INTERSPEECH (2022)
Keyphrases
- training data
- camera calibration
- multimedia
- test set
- support vector
- visual information
- camera parameters
- decision trees
- training set
- uncertain data
- audio visual
- svm classifier
- feature selection
- linear classifiers
- classification systems
- feature set
- multiple classifiers
- machine learning algorithms
- training examples
- classification rate
- data sets
- active learning
- classification models
- belief functions
- audio features
- roc curve
- audio signals
- ensemble learning
- conditional probabilities
- machine learning methods
- classification method
- classification algorithm
- class labels
- text classification
- supervised learning
- semi supervised
- support vector machine