from huggingface_hub import notebook_login
notebook_login()

Load MInDS-14 dataset
Start by loading the MInDS-14 dataset from the 🤗 Datasets library:

from datasets import load_dataset, Audio
minds = load_dataset("PolyAI/minds14", name="en-US", split="train")

Split the dataset's train split into a smaller train and test set with the [~datasets.Dataset.train_test_split] method. This'll give you a chance to experiment and make sure everything works before spending more time on the full dataset.