fahadqazi commited on
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4188026
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1 Parent(s): 38372e8

Create app.py

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  1. app.py +24 -0
app.py ADDED
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+ from transformers import pipeline
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+ import gradio as gr
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+ import torch
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+
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+
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+
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+ device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
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+
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+
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+ pipe = pipeline(model="fahadqazi/whisper-small-sindhi", device=device) # change to "your-username/the-name-you-picked"
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+
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+ def transcribe(audio):
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+ text = pipe(audio)["text"]
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+ return text
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+
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+ iface = gr.Interface(
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+ fn=transcribe,
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+ inputs=gr.Audio(type="filepath"),
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+ outputs="text",
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+ title="Whisper Small Sindhi",
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+ description="Realtime demo for Sindhi speech recognition using a fine-tuned Whisper small model.",
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+ )
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+
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+ iface.launch()