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Update app.py
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app.py
CHANGED
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@@ -12,28 +12,22 @@ import IPython.display as ipd
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image_to_text_model = pipeline("image-classification")
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text_to_audio_model = pipeline("text-to-speech")
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# Cargar el modelo que genera audio a partir de texto
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# Funci贸n para convertir texto a audio
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def text_to_audio(text):
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tts = gTTS(text=text, lang='es')
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tts.save('output.mp3')
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return ipd.Audio('output.mp3')
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# Funci贸n para la interfaz de Gradio
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def image_to_audio(input_image):
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# Convertir la imagen a texto
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text_output = image_to_text_model(input_image)[0]['label']
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# Generar audio a partir del texto
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audio_output = text_to_audio_model(text_output)[0]['audio']
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return audio_output
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# Interfaz Gradio
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iface = gr.Interface(
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fn=image_to_audio,
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inputs=gr.Image(type='pil'),
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outputs=[gr.Textbox(), gr.Audio()],
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live=True,
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interpretation="default",
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capture_session=True
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image_to_text_model = pipeline("image-classification")
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text_to_audio_model = pipeline("text-to-speech")
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# Funci贸n para la interfaz de Gradio
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def image_to_audio(input_image):
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# Convertir la imagen a texto
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text_output = image_to_text_model(input_image)[0]['label']
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print('text_output is :'+text_output)
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# Generar audio a partir del texto
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audio_output = text_to_audio_model(text_output)[0]['audio']
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print('audio_output is :'+audio_output)
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return audio_output
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# Interfaz Gradio
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iface = gr.Interface(
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fn=image_to_audio,
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inputs=gr.Image(type='pil'),
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outputs=[gr.Textbox(value=image_to_text_model, label="Output"), gr.Audio()],
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live=True,
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interpretation="default",
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capture_session=True
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