lixilinx Goto Github PK
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lixilinx's Projects
convpca
A PCA for time series. Related to PCA in the frequency domain, spectral PCA or dynamic PCA. But formulated in the time domain.
enhancedphat
A simple method for correcting the phase bias suffered by GCC
filterbank
Filterbank in Tensorflow and Pytorch
filterbanksbestpractices
Tips for best practices with filterbanks
flexible_quantization
A simple formula supports eight types of quantization
iva4cocktail
Neural network density models for speech separation.
mcmil
A multiclass multiple instance learning method. Only need to know whether any instance of a class exists or not in a sample. Demonstration on multiple object detection and localization.
psgd_np
Numpy implementation of preconditioned stochastic gradient descent
psgd_tf
Tensorflow implementation of preconditioned stochastic gradient descent
psgd_torch
Pytorch implementation of preconditioned stochastic gradient descent (affine group preconditioner, low-rank approximation preconditioner and more)
trinet4pdfest
Triangular neural network (network with triangular block matrices as weights) for density estimation and data generation.
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