Greek folk music classification into two genres using lyrics and audio via canonical correlation analysis.
Nikoletta BassiouConstantine KotropoulosAnastasios Papazoglou-ChalikiasPublished in: ISPA (2015)
Keyphrases
- genre classification
- music information retrieval
- audio features
- canonical correlation analysis
- audio signals
- music retrieval
- digital music
- audio recordings
- feature set
- speech music discrimination
- automatic music genre classification
- audio visual
- machine learning
- feature space
- data sets
- pattern recognition
- feature vectors
- classification accuracy
- acoustic features
- information retrieval systems
- support vector
- digital audio
- preprocessing
- audio signal
- training set
- image classification
- text classification
- feature extraction
- feature selection
- least squares
- generalization ability
- canonical correlations
- support vector machine svm
- nonlinear kernel
- multi class