I-Vectors for Timbre-Based Music Similarity and Music Artist Classification.
Hamid Eghbal-zadehBernhard LehnerMarkus SchedlGerhard WidmerPublished in: ISMIR (2015)
Keyphrases
- music information retrieval
- music recommendation
- music retrieval
- similarity estimation
- genre classification
- musical instrument
- polyphonic music
- music genre classification
- music collections
- pattern recognition
- feature vectors
- classification accuracy
- information retrieval systems
- classification algorithm
- pattern classification
- support vector
- acoustic features
- audio signals
- automatic classification
- feature selection
- image classification
- support vector machine
- computer music
- speech music discrimination
- training set
- music composition
- audio features
- classification models
- decision trees
- classification systems
- input vectors
- music score
- machine learning
- automatic music genre classification
- feature extraction
- classification method
- training data
- benchmark datasets
- classification scheme
- feature set
- similarity measure
- preprocessing
- feature space
- low level
- supervised learning
- principal component analysis
- text classification
- training samples
- support vector machine svm
- class labels
- vector space
- classification rules