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Create app.py

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  1. app.py +29 -0
app.py ADDED
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+ import gradio as gr
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+ from transformers import pipeline
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+
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+ trans = pipeline("automatic-speech-recognition", model="facebook/wav2vec2-large-xlsr-53-spanish")
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+ clasificador = pipeline("text-classification", model="pysentimiento/robertuito-sentiment-analysis")
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+
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+
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+ def audio_a_text (audio):
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+ text = trans(audio)["text"]
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+ return text
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+
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+ def texto_a_sentimiento (text):
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+ return clasificador (text)[0]["label"]
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+
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+ demo = gr.Blocks()
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+
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+ with demo:
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+ gr.Markdown("Demo para la Clase de Platzi")
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+ audio = gr.Audio (source="microphone",type="filepath")
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+ texto = gr.Texbox()
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+ b1=gr.Button("Transcribe porfa")
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+ b1.click(audio_a_text, inputs=audio, outputs=texto)
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+
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+ label = gr.label()
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+ b2 =gr.Button("Clasifica porfa el sentimiento")
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+ b2.click(texto_a_sentimiento, inputs=texto, outputs=label)
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+
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+ demo.launch()
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+