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app.py
ADDED
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import gradio as gr
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from fbeeper_hubert import HubertBeeper
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BEEPER = HubertBeeper()
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def greet(audio):
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global BEEPER
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sample_rate, wav = audio
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# Gradio loads sound files as ints, the model expects normalized floats
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wav = wav / 32768
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# TODO: output sample_rate doesn't have to match input sample rate
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text, result_wav = BEEPER.f_beep_waveform(wav, sample_rate)
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result_wav = (result_wav * 32768).astype("int16")
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return (text, (sample_rate, result_wav))
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if __name__ == '__main__':
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iface = gr.Interface(
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fn=greet,
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inputs="audio",
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outputs=[
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gr.outputs.Textbox(label="ASR output"),
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gr.outputs.Audio(label="Censored speech"),
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],
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examples=[["data/speech-short-16k.wav"], ["data/sample.wav"]],
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server_port=7860,
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)
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iface.launch()
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