A comprehensive experimental study for analyzing the effects of data augmentation techniques on voice classification.
Halit BakirAyse Nur ÇayirTugba Selcen NavruzPublished in: Multim. Tools Appl. (2024)
Keyphrases
- experimental study
- data sets
- raw data
- training data
- high quality
- data analysis
- small number
- data distribution
- missing data
- synthetic data
- experimental evaluation
- data structure
- data sources
- classification scheme
- social networks
- feature extraction
- statistical analysis
- data collection
- data processing
- image data
- data points
- image classification
- supervised learning
- database
- computer systems
- machine learning algorithms
- high dimensional
- training set
- knowledge discovery
- spatial data
- end users
- data quality
- extracted features
- real life