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Julian Neri's Projects

fast-partial-tracking icon fast-partial-tracking

Fast partial tracking of audio with real-time capability through linear programming. Hungarian algorithm provides optimal spectral peak-to-peak matching in polynomial time.

gibbs icon gibbs

Gibbs samplers for inferring latent variables and learning the parameters of Bayesian hierarchical models.

lssf icon lssf

Laplace state space filter with exact inference and moment matching, for outlier robust filtering that is as fast as the Kalman filter.

vae-bss icon vae-bss

Unsupervised blind source separation of mixed images and sounds with variational auto-encoders.

vblds icon vblds

Variational Inference of Bayesian Linear Dynamical Systems. EM algorithm to infer and learn the dynamics of time-series data.

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