A comparison of data augmentation methods in voice pathology detection.
Farhad JavanmardiSudarsana Reddy KadiriPaavo AlkuPublished in: Comput. Speech Lang. (2024)
Keyphrases
- data sets
- human experts
- data analysis
- data mining methods
- missing values
- raw data
- data points
- high dimensional data
- data reduction
- high quality
- multiple sources
- statistical tests
- incomplete data
- noisy data
- statistical significance
- statistical methods
- database
- experimental data
- sensor data
- benchmark datasets
- synthetic data
- data representations
- anomaly detection
- search engine
- data sources
- knowledge discovery
- data processing
- statistical analysis
- computer systems
- data mining techniques
- image data
- original data
- missing data
- significant improvement
- data mining applications
- prior knowledge
- xml documents
- high dimensional
- data structure
- training data
- detection method