Transformers How to use TingChen-ppmc/whisper-small-Shanghai with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("automatic-speech-recognition", model="TingChen-ppmc/whisper-small-Shanghai") # Load model directly
from transformers import AutoProcessor, AutoModelForSpeechSeq2Seq
processor = AutoProcessor.from_pretrained("TingChen-ppmc/whisper-small-Shanghai")
model = AutoModelForSpeechSeq2Seq.from_pretrained("TingChen-ppmc/whisper-small-Shanghai", device_map="auto") 
