On the Effect of Data-Augmentation on Local Embedding Properties in the Contrastive Learning of Music Audio Representations.
Matthew C. McCallumMatthew E. P. DaviesFlorian HenkelJaehun KimSamuel E. SandbergPublished in: CoRR (2024)
Keyphrases
- data sets
- learning process
- raw data
- data processing
- background knowledge
- prior knowledge
- data collection
- data sources
- data analysis
- database
- reinforcement learning
- training data
- missing data
- image data
- online learning
- audio content
- multimedia data
- learning models
- repeating patterns
- high dimensional data
- knowledge discovery
- data points
- active learning
- data structure
- multimedia
- metadata
- learning algorithm