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lixilinx's repositories

psgd_torch

Pytorch implementation of preconditioned stochastic gradient descent (affine group preconditioner, low-rank approximation preconditioner and more)

Language:Python98 6 2

psgd_tf

Tensorflow implementation of preconditioned stochastic gradient descent

Language:Python34 3 3

FilterbanksBestPractices

Tips for best practices with filterbanks

Language:MATLAB27 20

IVA4Cocktail

Neural network density models for speech separation.

Language:Python19 4 3

EnhancedPHAT

A simple method for correcting the phase bias suffered by GCC

Language:MATLAB5 2 1

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.

Language:Python5 20

Filterbank

Filterbank in Tensorflow and Pytorch

Language:Python4 20

TriNet4PdfEst

Triangular neural network (network with triangular block matrices as weights) for density estimation and data generation.

Language:Python3 20

ConvPCA

A PCA for time series. Related to PCA in the frequency domain, spectral PCA or dynamic PCA. But formulated in the time domain.

Language:MATLAB2 20

psgd_np

Numpy implementation of preconditioned stochastic gradient descent

Language:Python2 10

Flexible_quantization

A simple formula supports eight types of quantization

Language:Python020