joacorf33 commited on
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3737b65
1 Parent(s): e2a9636

app.py set up and hub loading

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  1. app.py +24 -0
app.py ADDED
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+ # Let's get pipelines from transformers
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+ from transformers import pipeline
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+ # Let's import Gradio
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+ import gradio as gr
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+
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+ # Let's set up the model
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+ model = pipeline("automatic-speech-recognition", model="facebook/wav2vec2-large-xlsr-53-spanish")
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+ title = "Audio2Text"
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+ description = "Record your audio in Spanish and send it in order to received a transcription"
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+
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+
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+ # Function
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+ def transcribe(audio):
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+ # Let's invoke "model" defined above
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+ text = model(audio)["text"]
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+ return text
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+
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+
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+ # Interface Set-Up
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+ gr.Interface(
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+ fn=transcribe,
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+ inputs=[gr.Audio(source="microphone", type="filepath")],
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+ outputs=["textbox"]
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+ ).launch()