#include <LinkDNF.h>

Inheritance diagram for LinkDNF:

Collaboration diagram for LinkDNF:

Public Member Functions
	LinkDNF (int nrTaps, double lrate, int sampleRate)

double	Filter (double dirtySample, double noiseSample) override

void	RegisterRemoverCallback (SampleCallback *removerCallback)

void	RegisterWeightDistCallback (SampleCallback *weightCallback)

Public Member Functions inherited from NoiseFilter
void	RunFilter ()

std::thread *	Start ()

void	Stop ()

void	NextSignalSample (double sample)

void	NextNoiseSample (double noise)

void	SetOn (bool state)

bool	GetOn ()

Public Member Functions inherited from SampleLink
void	RegisterCallback (SampleCallback *scb)

void	NextSample (double next)

Additional Inherited Members
Protected Attributes inherited from NoiseFilter
BlockingQueue< double >	signalSamples

BlockingQueue< double >	noiseSamples

std::thread	worker

bool	isOn = true

Protected Attributes inherited from SampleLink
SampleCallback *	sampleCallback = nullptr

Detailed Description

A pipeline component which extends NoiseFilter as a Deep Neuronal Filter. Inner workings described by Porr et al : https://arxiv.org/abs/2011.03466

Constructor & Destructor Documentation

Initialise the DNF, requires nr taps, learning rate and audio samplerate. Learning rate is set for weights only, not biases.

Parameters

overridevirtual

Takes a dirty signal sample and a noise sample, returns filtered sample. If remover and weight callbacks are registered, pass data from DNF internals

Parameters

dirtySample
noiseSample

Implements NoiseFilter.

void LinkDNF::RegisterRemoverCallback ( SampleCallback * removerCallback )

void LinkDNF::RegisterWeightDistCallback ( SampleCallback * weightCallback )

The documentation for this class was generated from the following files: