wil-j-wil / unifying-prob-time-freqLinks
Unifying probabilistic models for time-frequency analysis. Spectral Mixture Gaussian processes in state space form.
☆19Updated 6 years ago
Alternatives and similar repositories for unifying-prob-time-freq
Users that are interested in unifying-prob-time-freq are comparing it to the libraries listed below
Sorting:
- End-to-End Probabilistic Inference for Nonstationary Audio Analysis☆12Updated 5 years ago
- Code used in paper submitted to ICASSP 2019☆14Updated 6 years ago
- Gaussian process time-frequency analysis toy examples☆17Updated 6 years ago
- Know Your Boundaries: Constraining Gaussian Processes by Variational Harmonic Features☆23Updated 6 years ago
- Calculates and compares perceptual sound texture statistics☆16Updated 4 years ago
- Wavelet phase harmonic scattering transform☆12Updated 2 years ago
- Implementation for Non-stationary Spectral Kernels (NIPS 2017)☆20Updated 5 years ago
- Code for ICML 2019 paper on "Fast and Simple Natural-Gradient Variational Inference with Mixture of Exponential-family Approximations"☆18Updated 4 years ago
- Optimal Spectral Transportation : audio musical unmixing using optimal transport☆22Updated last month
- Code repository of the paper "Wavelet Networks: Scale-Translation Equivariant Learning From Raw Time-Series, TMLR" https://arxiv.org/abs…☆82Updated last year
- A collection of Gaussian process models☆30Updated 7 years ago
- Blind source separation based on the probabilistic tensor factorisation framework☆45Updated 6 years ago
- This document contains the functions that are currently available in the RobustSP toolbox: a Matlab toolbox for robust signal processing.…☆16Updated 5 years ago
- Mini-batch multiplicative updates for beta-NMF☆15Updated 7 years ago
- Multivariate Dictionary Learning Algorithm☆23Updated last year
- Non-stationary spectral mixture kernels implemented in GPflow☆28Updated 6 years ago
- Morgan A. Schmitz., Matthieu Heitz, Nicolas Bonneel, Fred Ngole, David Coeurjolly, Marco Cuturi, Gabriel Peyré, and Jean-Luc Starck. "Was…☆19Updated 5 years ago
- Adversarial Non-linear Independent Component Analysis☆50Updated 7 years ago
- Implementation of stochastic variational inference for differentially deep gaussian processes☆15Updated 6 years ago
- Code for Fast Information-theoretic Bayesian Optimisation☆16Updated 6 years ago
- Similarity network fusion of features for clean self-similarity matrices in audio, as well as Javascript tools to play SSMs and spring gr…☆41Updated last year
- A powerful tool to design any tensor factorization model and estimate the corresponding parameters☆12Updated 3 years ago
- Visibility graphs for robust harmonic similarity measures between audio spectra☆14Updated 5 years ago
- Infinite-horizon Gaussian processes☆33Updated 4 years ago
- PyTorch re-implementation of [Structured Inference Networks for Nonlinear State Space Models, AAAI 17]☆24Updated 4 years ago
- Sample code for the NIPS paper "Scalable Variational Inference for Dynamical Systems"☆26Updated 6 years ago
- Independent Component Analysis (or other spacial recomposition) embedded in neural layers☆13Updated 7 years ago
- BiSPy : a python framework for signal processing of bivariate signals☆23Updated 6 months ago
- Codes for Hilbert space reduced-rank GP regression☆14Updated 5 years ago
- WICA: nonlinear weighted ICA☆12Updated last year