setExtractorParameters

Set nondefault parameter values for individual feature extractors

Since R2022a

Syntax

setExtractorParameters(aFE,featureName,params)

setExtractorParameters(aFE,featureName)

Description

setExtractorParameters(aFE,featureName,params) specifies parameters used to extract featureName.

setExtractorParameters(aFE,featureName) returns the parameters used to extract featureName to default values.

Examples

Extract Pitch Using the LHS Method

Read in an audio signal.

[audioIn,fs] = audioread("Counting-16-44p1-mono-15secs.wav");

Create an audioFeatureExtractor object to extract pitch. Set the method of pitch extraction to "LHS".

aFE = audioFeatureExtractor(SampleRate=fs,pitch=true);
setExtractorParameters(aFE,"pitch",Method="LHS")

Call extract and plot the results.

f0 = extract(aFE,audioIn);
plot(f0)

Modify Spectral Rolloff Threshold and Mel Spectrum Parameters

Read in an audio signal.

[audioIn,fs] = audioread("Counting-16-44p1-mono-15secs.wav");

Create an audioFeatureExtractor object to extract the melSpectrum and spectralRolloffPoint. Specify ten bands for the mel spectrum and set the threshold for the rolloff point to 50% of the total energy.

aFE = audioFeatureExtractor(SampleRate=fs,melSpectrum=true,spectralRolloffPoint=true);
setExtractorParameters(aFE,"melSpectrum",NumBands=10)
setExtractorParameters(aFE,"spectralRolloffPoint",Threshold=0.5)

Call extract and plot the results.

features = extract(aFE,audioIn);
idx = info(aFE);

surf(10*log10(features(:,idx.melSpectrum)))
title("Mel Spectrum")

plot(features(:,idx.spectralRolloffPoint))
title("Spectral Rolloff Point")

To return individual audio feature extractors to their default values, call setExtractorParameters without specifying any parameters to set.

setExtractorParameters(aFE,"melSpectrum")
setExtractorParameters(aFE,"spectralRolloffPoint")

Call extract and plot the results.

features = extract(aFE,audioIn);
idx = info(aFE);

surf(10*log10(features(:,idx.melSpectrum)))
title("Mel Spectrum")

plot(features(:,idx.spectralRolloffPoint))
title("Spectral Rolloff Point")

Input Arguments

aFE — Input object

audioFeatureExtractor object

Input object, specified as an audioFeatureExtractor object.

featureName — Name of feature extractor

character array | string

Name of feature extractor, specified as a character array or string.

Data Types: char | string

params — Parameters to set

name-value arguments | struct

Parameters to set, specified as name-value arguments or a struct.

Version History

Introduced in R2022a

R2024a: Normalization parameter of auditory spectrum features will be removed

Using the Normalization parameter of the melSpectrum, barkSpectrum, and erbSpectrum issues a warning that it will be removed in a future release. Use the FilterBankNormalization parameter for these features instead.