Transformers How to use mahmoudmamdouh13/ast-mlcommons-speech-commands with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("audio-classification", model="mahmoudmamdouh13/ast-mlcommons-speech-commands") # Load model directly
from transformers import AutoFeatureExtractor, AutoModelForAudioClassification
extractor = AutoFeatureExtractor.from_pretrained("mahmoudmamdouh13/ast-mlcommons-speech-commands")
model = AutoModelForAudioClassification.from_pretrained("mahmoudmamdouh13/ast-mlcommons-speech-commands", device_map="auto") 
