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import datasets | |
from renumics import spotlight | |
from renumics.spotlight import layout | |
from renumics.spotlight.layouts import debug_classification | |
dataset = datasets.load_dataset("renumics/speech_commands_enrichment_only", "raw_and_enrichment_combined") | |
stacked_ds = datasets.concatenate_datasets([dataset["train"], dataset["validation"], dataset["test"]]) | |
print(dataset) | |
while True: | |
layout = debug_classification(label='label_string', prediction='prediction', embedding='embedding_reduced', | |
features=["label", "prediction", "probability"], inspect={'audio': spotlight.Audio}) | |
dtypes = { | |
"audio": spotlight.Audio, | |
"embedding_reduced": spotlight.Embedding | |
} | |
view = spotlight.show( | |
stacked_ds, | |
dtype=dtypes, | |
layout= layout | |
) | |
view.close() | |