Exploring XAI for the Arts: Explaining Latent Space in Generative Music.
Nick Bryan-KinnsBerker BanarCorey FordCourtney N. ReedYixiao ZhangSimon ColtonJack ArmitagePublished in: CoRR (2023)
Keyphrases
- latent space
- generative model
- gaussian process latent variable models
- latent variables
- low dimensional
- gaussian process
- dimensionality reduction
- lower dimensional
- manifold learning
- probabilistic model
- feature space
- gaussian processes
- matrix factorization
- high dimensional
- parameter space
- bayesian framework
- data sets
- unsupervised learning
- transfer learning
- prior knowledge
- mixture model
- semi supervised
- gaussian mixture
- distance metric
- text classification
- high dimensional spaces
- probabilistic latent semantic analysis
- euclidean distance
- topic models
- high dimensional data
- em algorithm
- pattern recognition