Transformers How to use heado/kws with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("audio-classification", model="heado/kws") # pip install -U transformers accelerate
# Load model directly
from transformers import AutoProcessor, AutoModelForAudioClassification
processor = AutoProcessor.from_pretrained("heado/kws")
model = AutoModelForAudioClassification.from_pretrained("heado/kws", device_map="auto") 
