Unsupervised Harmonic Parameter Estimation Using Differentiable DSP and Spectral Optimal Transport.
Bernardo TorresGeoffroy PeetersGaël RichardPublished in: CoRR (2023)
Keyphrases
- parameter estimation
- markov random field
- maximum likelihood
- parameter estimation algorithm
- model selection
- least squares
- statistical models
- em algorithm
- random fields
- parameter values
- posterior distribution
- maximum likelihood estimation
- expectation maximization
- signal processing
- model fitting
- approximate inference
- estimation problems
- parameters estimation
- machine learning
- semi supervised
- gibbs sampling
- parameter estimates
- objective function
- bayesian model selection
- closed form
- structure learning
- maximum entropy
- image sequences
- three dimensional