SevenhuijsenM commited on
Commit
e96b0df
1 Parent(s): b21bc86

Added the appliccation and requirements for dutch whisper

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Files changed (2) hide show
  1. app.py +18 -0
  2. requirements.txt +4 -0
app.py ADDED
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+ from transformers import pipeline
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+ import gradio as gr
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+
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+ pipe = pipeline(model="dussen/whisper-small-nl-hc")
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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(sources=["microphone"], type="filepath"),
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+ outputs="text",
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+ title="Whisper Small Dutch",
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+ description="Realtime demo for dutch speech recognition using a fine-tuned Whisper small model.",
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+ )
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+
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+ iface.launch()
requirements.txt ADDED
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+ torch
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+ torchvision
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+ torchaudio
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+ transformers