Deep Convolutional and Recurrent Networks for Polyphonic Instrument Classification from Monophonic Raw Audio Waveforms.
Kleanthis AvramidisAgelos KratimenosChristos GaroufisAthanasia ZlatintsiPetros MaragosPublished in: CoRR (2021)
Keyphrases
- musical instrument
- musical instruments
- audio recordings
- music information retrieval
- recurrent networks
- classification accuracy
- feature extraction
- music retrieval
- pattern recognition
- support vector machine
- classification method
- feature vectors
- audio signal
- text classification
- deep learning
- recurrent neural networks
- raw data
- support vector machine svm
- image classification
- multimedia
- neural network
- polyphonic music
- computer assisted instruction
- signal processing
- supervised learning
- decision making