subset
Create datastore with subset of files
Description
Examples
Create Datastore with Subset Based on File Name
subset
creates an audio datastore containing a subset of the files of the original datastore.
Specify the file path to the audio samples included with Audio Toolbox™. Create an audio datastore that points to the specified folder.
folder = fullfile(matlabroot,'toolbox','audio','samples'); ADS = audioDatastore(folder)
ADS = audioDatastore with properties: Files: { ' .../matlab/toolbox/audio/samples/Ambiance-16-44p1-mono-12secs.wav'; ' .../matlab/toolbox/audio/samples/AudioArray-16-16-4channels-20secs.wav'; ' .../toolbox/audio/samples/ChurchImpulseResponse-16-44p1-mono-5secs.wav' ... and 36 more } Folders: { ' .../Bdoc24b.2679053/build/runnable/matlab/toolbox/audio/samples' } AlternateFileSystemRoots: {} OutputDataType: 'double' OutputEnvironment: 'cpu' Labels: {} SupportedOutputFormats: ["wav" "flac" "ogg" "opus" "mp3" "mp4" "m4a"] DefaultOutputFormat: "wav"
Create a logical vector indicating whether the file names in the audio datastore contain 'Guitar'
.
fileContainsGuitar = cellfun(@(c)contains(c,'Guitar'),ADS.Files)
fileContainsGuitar = 39x1 logical array
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0
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⋮
Call subset
with the audio datastore and the indices corresponding to the files you want create a new audio datastore from.
ADSsubset = subset(ADS,fileContainsGuitar)
ADSsubset = audioDatastore with properties: Files: { ' .../matlab/toolbox/audio/samples/RockGuitar-16-44p1-stereo-72secs.wav'; ' .../matlab/toolbox/audio/samples/RockGuitar-16-96-stereo-72secs.flac'; ' .../runnable/matlab/toolbox/audio/samples/SoftGuitar-44p1_mono-10mins.ogg' } Folders: { ' .../Bdoc24b.2679053/build/runnable/matlab/toolbox/audio/samples' } AlternateFileSystemRoots: {} OutputDataType: 'double' OutputEnvironment: 'cpu' Labels: {} SupportedOutputFormats: ["wav" "flac" "ogg" "opus" "mp3" "mp4" "m4a"] DefaultOutputFormat: "wav"
Create Datastore with Every Other File
Specify the file path to the audio samples included with Audio Toolbox™. Create an audio datastore that points to the specified folder.
folder = fullfile(matlabroot,'toolbox','audio','samples'); ADS = audioDatastore(folder)
ADS = audioDatastore with properties: Files: { ' .../matlab/toolbox/audio/samples/Ambiance-16-44p1-mono-12secs.wav'; ' .../matlab/toolbox/audio/samples/AudioArray-16-16-4channels-20secs.wav'; ' .../toolbox/audio/samples/ChurchImpulseResponse-16-44p1-mono-5secs.wav' ... and 36 more } Folders: { ' .../Bdoc24b.2679053/build/runnable/matlab/toolbox/audio/samples' } AlternateFileSystemRoots: {} OutputDataType: 'double' OutputEnvironment: 'cpu' Labels: {} SupportedOutputFormats: ["wav" "flac" "ogg" "opus" "mp3" "mp4" "m4a"] DefaultOutputFormat: "wav"
Create an audio datastore containing every other file of the original datastore.
indices = 1:2:numel(ADS.Files); ADSsubset = subset(ADS,indices)
ADSsubset = audioDatastore with properties: Files: { ' .../matlab/toolbox/audio/samples/Ambiance-16-44p1-mono-12secs.wav'; ' .../toolbox/audio/samples/ChurchImpulseResponse-16-44p1-mono-5secs.wav'; ' .../runnable/matlab/toolbox/audio/samples/Click-16-44p1-mono-0.2secs.wav' ... and 17 more } Folders: { ' .../Bdoc24b.2679053/build/runnable/matlab/toolbox/audio/samples' } AlternateFileSystemRoots: {} OutputDataType: 'double' OutputEnvironment: 'cpu' Labels: {} SupportedOutputFormats: ["wav" "flac" "ogg" "opus" "mp3" "mp4" "m4a"] DefaultOutputFormat: "wav"
Input Arguments
ADS
— Audio datastore
audioDatastore
object
Specify ADS
as an audioDatastore
object.
indices
— Indices of files for subset
vector of indices | logical vector
Output Arguments
ADSsubset
— Subset of audio datastore
audioDatastore
object
Subset of audio datastore, returned as an audioDatastore
object.
Version History
Introduced in R2018b
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