An evaluation of Convolutional Neural Networks for music classification using spectrograms.
Yandre M. G. CostaLuiz S. OliveiraCarlos Nascimento Silla Jr.Published in: Appl. Soft Comput. (2017)
Keyphrases
- convolutional neural networks
- automatic classification
- classification models
- classification systems
- classification scheme
- decision trees
- classification rules
- support vector machine svm
- classification algorithm
- class labels
- benchmark datasets
- support vector machine
- feature extraction
- support vector
- classification accuracy
- pattern classification
- machine learning
- music genre classification
- classification process
- information retrieval
- classification rate
- feature selection
- training data
- pattern recognition
- svm classifier
- preprocessing
- feature space
- data mining
- training samples
- dimensionality reduction