Emotion and Themes Recognition in Music Utilising Convolutional and Recurrent Neural Networks.
Shahin AmiriparianMaurice GerczukEduardo CoutinhoAlice BairdSandra OttlManuel MillingBjörn W. SchullerPublished in: MediaEval (2019)
Keyphrases
- recurrent neural networks
- feed forward
- recurrent networks
- echo state networks
- recognition rate
- recognition accuracy
- complex valued
- neural network
- artificial neural networks
- object recognition
- reservoir computing
- neural model
- nonlinear dynamic systems
- recognition algorithm
- hidden layer
- long short term memory
- feedforward neural networks
- music retrieval
- chaotic time series
- cascade correlation
- convolutional neural networks
- feature extraction
- machine learning