auDeep: Unsupervised Learning of Representations from Audio with Deep Recurrent Neural Networks.
Michael FreitagShahin AmiriparianSergey PugachevskiyNicholas CumminsBjörn W. SchullerPublished in: CoRR (2017)
Keyphrases
- recurrent neural networks
- unsupervised learning
- deep belief networks
- deep learning
- deep architectures
- neural network
- echo state networks
- feed forward
- long short term memory
- complex valued
- reservoir computing
- multimedia
- feedforward neural networks
- semi supervised
- cascade correlation
- object recognition
- hidden layer
- artificial neural networks
- machine learning
- expectation maximization
- neural model
- recurrent networks
- restricted boltzmann machine
- decision making
- dimensionality reduction
- supervised learning
- active learning
- long term
- probabilistic model
- image segmentation
- maximum likelihood
- chaotic time series
- nonlinear dynamic systems
- text classification