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app.py
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import gradio as gr
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import whisper
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from pybraille import convertText
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# Translate speech to braille
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def speech_to_text(audio):
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"""
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:param audio: Speech data
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:return: Transcript of speech data
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"""
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model = whisper.load_model('base')
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return model.transcribe(audio)
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def transcribe_audio(audio, store=None):
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"""
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:param audio: Speech data from gradio interface
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:param store: Container for user data
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:return: Detected language, transcript text, braille translation, session state
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"""
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if store is None:
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store = {}
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result = speech_to_text(audio)
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store['transcription'] = result['text']
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store['braille'] = convertText(store['transcription'])
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return f"Detected language: {result['language']}", store[
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'transcription'], store['braille'], store
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# Setup gradio interface
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title = "Speech to Braille Translator"
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transcription_tb = gr.Textbox(label="Transcription", lines=10, max_lines=20)
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detected_lang = gr.outputs.HTML(label="Detected Language")
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transcription_braille = gr.Textbox(label="Braille", lines=10, max_lines=20)
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state = gr.State({"transcription": ""})
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demo = gr.Interface(fn=transcribe_audio,
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inputs=[
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gr.Audio(source="microphone", type="filepath",
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streaming=False),
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state
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],
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outputs=[
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detected_lang,
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transcription_tb,
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transcription_braille,
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state,
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],
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# live=True,
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allow_flagging='never',
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title=title,
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)
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# Launch gradio app
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demo.launch()
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