Polyphonic Audio Event Detection: Multi-Label or Multi-Class Multi-Task Classification Problem?
Huy PhanThi Ngoc Tho NguyenPhilipp KochAlfred MertinsPublished in: ICASSP (2022)
Keyphrases
- multi class
- multi task
- multi label classification
- multi label
- binary classifiers
- binary classification
- learning tasks
- multi class classification
- multi task learning
- support vector machine
- image classification
- class labels
- feature selection
- cost sensitive
- text classification
- text categorization
- multi label learning
- multitask learning
- error correcting output codes
- learning problems
- gaussian processes
- pairwise
- multiple kernel learning
- graph cuts
- image annotation
- classification algorithm
- machine learning
- supervised learning
- support vector
- data sets
- data mining
- training data
- training set
- nearest neighbor
- k nearest neighbor