Data augmentation approaches for improving animal audio classification.
Loris NanniGianluca MaguoloMichelangelo PaciPublished in: CoRR (2019)
Keyphrases
- data sets
- data analysis
- data collection
- machine learning
- raw data
- synthetic data
- training samples
- image data
- original data
- high quality
- pattern recognition
- machine learning methods
- database
- support vector machine
- statistical methods
- preprocessing steps
- data processing
- input data
- end users
- data sources
- decision trees
- data mining
- image classification
- data points
- class labels
- data distribution
- prior knowledge
- training set
- learning algorithm
- data quality
- audio stream