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Upload app.py
#1
by
HopeLiang
- opened
app.py
CHANGED
@@ -1,16 +1,22 @@
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from transformers import pipeline
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import gradio as gr
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def transcribe(audio):
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text =
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return text
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iface = gr.Interface(
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fn=transcribe,
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inputs=gr.Audio(source="microphone", type="filepath"),
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outputs="text",
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title="Whisper Small Swedish",
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description="Realtime demo for Swedish speech recognition using a fine-tuned Whisper small model.",
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)
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from transformers import pipeline
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import gradio as gr
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pipe1 = pipeline(model="khalidey/ID2223_Lab2_Whisper_SV") # change to "your-username/the-name-you-picked"
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pipe2 = pipeline('text-generation', model='birgermoell/swedish-gpt')
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def transcribe(audio):
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text = pipe1(audio)["text"]
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return text
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def generateText(audio):
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text = pipe1(audio)["text"]
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generated_text = pipe2(text, max_length = 30, num_return_sequences=1)['generated_text']
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return generated_text
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iface = gr.Interface(
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fn=transcribe,
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inputs=gr.Audio(source="microphone", type="filepath"),
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outputs=["text","generated_text"],
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title="Whisper Small Swedish",
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description="Realtime demo for Swedish speech recognition using a fine-tuned Whisper small model.",
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)
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