Maximizing Audio Event Detection Model Performance on Small Datasets Through Knowledge Transfer, Data Augmentation, and Pretraining: an Ablation Study.
Daniel TompkinsKshitiz KumarJian WuPublished in: ICASSP (2022)
Keyphrases
- event detection
- data sets
- knowledge transfer
- probabilistic model
- databases
- data sources
- multimedia
- data analysis
- prior knowledge
- data points
- machine learning
- feature selection
- information systems
- knowledge discovery
- object oriented
- collaborative filtering
- graph cuts
- transfer learning
- computer vision
- text data
- event recognition