Differentiable Digital Signal Processing Mixture Model for Synthesis Parameter Extraction from Mixture of Harmonic Sounds.
Masaya KawamuraTomohiko NakamuraDaichi KitamuraHiroshi SaruwatariYu TakahashiKazunobu KondoPublished in: ICASSP (2022)
Keyphrases
- mixture model
- digital signal processing
- signal processing
- data flow
- probabilistic model
- em algorithm
- low power
- gaussian mixture model
- image processing
- generative model
- expectation maximization
- model selection
- density estimation
- maximum likelihood
- computer vision and image processing
- unsupervised learning
- language model
- mixture modeling
- finite mixture model
- dirichlet processes
- dirichlet process
- field programmable gate array
- mixture components
- bayesian nonparametric
- gaussian mixture
- low cost
- object recognition
- computer vision
- real time
- von mises fisher
- probabilistic mixture model
- reinforcement learning
- machine learning
- neural network