Machine learning based classification of violin and viola instrument sounds for the same notes.
Kemal AvciMurat AricanKemal PolatPublished in: SIU (2018)
Keyphrases
- machine learning
- machine learning methods
- decision trees
- pattern recognition
- text classification
- supervised learning
- machine learning algorithms
- supervised machine learning
- feature selection
- support vector machine
- musical instrument
- classification accuracy
- classification systems
- supervised classification
- support vector
- computational intelligence
- automatic classification
- learning algorithm
- machine learning approaches
- spectral features
- classification scheme
- pattern classification
- data mining
- model selection
- computer science
- decision rules
- face detection
- learning tasks
- support vector machine svm
- inductive learning
- unsupervised learning
- feature vectors
- feature space
- preprocessing
- multiple classifier systems
- roc analysis
- feature extraction
- data sets