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import gradio as gr | |
from transformers import pipeline | |
def transcribe(audio): | |
text = pipe(audio)["text"] | |
return text | |
model_variant_name="Daya7624/Fine_tune_large_v2_adam_8bit" | |
pipe = pipeline(model=model_variant_name, task="automatic-speech-recognition") | |
demo = gr.Interface(fn=transcribe, inputs= gr.inputs.Audio(label="Upload .wav file", type="filepath"), outputs="text") | |
# demo = gr.Interface(fn=transcribe, inputs=gr.Audio(source="microphone", type="filepath"), outputs="text") | |
demo.launch(debug=False) |