Edward Nagy commited on
Commit
7094a1f
·
unverified ·
1 Parent(s): e98332d

Add Hungarian speech recognition functionality

Browse files
Files changed (1) hide show
  1. app.py +15 -4
app.py CHANGED
@@ -1,7 +1,18 @@
 
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  import gradio as gr
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- def greet(name):
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- return "Hello " + name + "!!"
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- iface = gr.Interface(fn=greet, inputs="text", outputs="text")
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- iface.launch()
 
 
 
 
 
 
 
 
 
 
 
 
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+ from transformers import pipeline
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  import gradio as gr
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+ pipe = pipeline(model="esnagy/whisper-small-hu")
 
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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(source="microphone", type="filepath"),
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+ outputs="text",
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+ title="Whisper Small Hungarian",
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+ description="Realtime demo for Hungarian speech recognition using a fine-tuned Whisper small model.",
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+ )
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+
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+ iface.launch()