An Exploration of the Latent Space of a Convolutional Variational Autoencoder for the Generation of Musical Instrument Tones.
Anastasia NatsiouSeán O'LearyLuca LongoPublished in: xAI (3) (2023)
Keyphrases
- latent space
- musical instrument
- latent variables
- low dimensional
- restricted boltzmann machine
- dimensionality reduction
- parameter space
- lower dimensional
- gaussian process
- gaussian processes
- manifold learning
- transfer learning
- matrix factorization
- generative model
- distance metric
- high dimensional
- feature space
- high dimensional spaces
- gaussian process latent variable models
- probabilistic latent semantic analysis
- machine learning
- high dimensional data
- active learning
- image segmentation
- random variables
- probabilistic model
- music information retrieval
- pairwise
- learning algorithm