Load subset of NSynth Dataset

[Remy SAKSIK]

Hi All,

I am doing a study on the NSynth Dataset (TFR train and test) using codelab.

But I am not interesed to load the full dataset as I run out of storage.

I am only interesed in the following subset:

- instrument source  = acoustic

- instrument family  = guitar.

Is there a way to load and select a subset train dataset with codelab or I need to manually download the TRF and create the subset myself and load the subset TFR file into codelab?

for now i am doing:

ds_train, ds_test = tfds.load(

name="nsynth", split=["train", "test"], data_dir=DATA_DIR

)

Which result into a ResourceExhaustedError

Thanks for your advice....I am quite new to this topic, feel free to recommend some reading.

Regards

Remy