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# import gradio as gr | |
# gr.Interface.load("models/tarteel-ai/whisper-base-ar-quran").launch() | |
from transformers import pipeline | |
model_id = "tarteel-ai/whisper-base-ar-quran" | |
pipe = pipeline("automatic-speech-recognition", model=model_id) | |
def transcribe(filepath): | |
output = pipe( | |
filepath | |
# max_new_tokens=10000, | |
# chunk_length_s=30, | |
# batch_size=8, | |
) | |
return output["text"] | |
import gradio as gr | |
iface = gr.Interface( | |
fn=transcribe, | |
inputs=gr.Audio(source="upload", type="filepath"), | |
outputs="text", | |
) | |
iface.launch() | |