Jazz Solo Instrument Classification with Convolutional Neural Networks, Source Separation, and Transfer Learning.
Juan S. GómezJakob AbeßerEstefanía CanoPublished in: ISMIR (2018)
Keyphrases
- transfer learning
- text classification
- machine learning
- source separation
- convolutional neural networks
- machine learning algorithms
- pattern recognition
- decision trees
- cross domain
- reinforcement learning
- active learning
- labeled data
- classification accuracy
- supervised learning
- neural network
- support vector
- transfer knowledge
- blind source separation
- feature extraction
- image classification
- feature vectors
- activity recognition
- support vector machine
- training set
- feature space
- k nearest neighbor
- semi supervised learning
- unlabeled data
- model selection
- target domain
- data points