mrx commited on
Commit
a965d64
1 Parent(s): db9666c

Add application file

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Files changed (1) hide show
  1. app.py +17 -0
app.py ADDED
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+ from transformers import pipeline
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+ import gradio as gr
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+
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+ pipe = pipeline(model="ayoubkirouane/whisper-small-ar")
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+
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+ def transcribe(audio):
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+ text = pipe(audio)["text"]
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+ return text
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+
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+ iface = gr.Interface(
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+ fn=transcribe,
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+ inputs=gr.Audio(source="microphone", type="filepath"),
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+ outputs="text",
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+ title="Whisper Small Arabic",
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+ description="Realtime demo for Arabic speech recognition using a fine-tuned Whisper small model.",
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+ )
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+ iface.launch()