Spaces:
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Running
Julien Simon
commited on
Commit
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92f8ba8
1
Parent(s):
515a989
Fix style
Browse files
app.py
CHANGED
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@@ -5,12 +5,14 @@ model_name = "juliensimon/wav2vec2-conformer-rel-pos-large-finetuned-speech-comm
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p = pipeline("audio-classification", model=model_name)
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def process(file):
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# Gradio inputs
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mic = gr.inputs.Audio(source=
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# Gradio outputs
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labels = gr.outputs.Label(num_top_classes=3)
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@@ -18,20 +20,20 @@ labels = gr.outputs.Label(num_top_classes=3)
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description = "This Space showcases a wav2vec2-conformer-rel-pos-large model fine-tuned for audio classification on the speech_commands dataset. \n \n It can spot one of the following keywords: 'Yes', 'No', 'Up', 'Down', 'Left', 'Right', 'On', 'Off', 'Stop', 'Go', 'Zero', 'One', 'Two', 'Three', 'Four', 'Five', 'Six', 'Seven', 'Eight', 'Nine', 'Bed', 'Bird', 'Cat', 'Dog', 'Happy', 'House', 'Marvin', 'Sheila', 'Tree', 'Wow', 'Backward', 'Forward', 'Follow', 'Learn', 'Visual'."
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iface = gr.Interface(
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allow_flagging=
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)
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iface.launch()
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p = pipeline("audio-classification", model=model_name)
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def process(file):
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pred = p(file)
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return {x["label"]: x["score"] for x in pred}
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# Gradio inputs
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mic = gr.inputs.Audio(source="microphone", type="filepath", label="Speech input")
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# Gradio outputs
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labels = gr.outputs.Label(num_top_classes=3)
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description = "This Space showcases a wav2vec2-conformer-rel-pos-large model fine-tuned for audio classification on the speech_commands dataset. \n \n It can spot one of the following keywords: 'Yes', 'No', 'Up', 'Down', 'Left', 'Right', 'On', 'Off', 'Stop', 'Go', 'Zero', 'One', 'Two', 'Three', 'Four', 'Five', 'Six', 'Seven', 'Eight', 'Nine', 'Bed', 'Bird', 'Cat', 'Dog', 'Happy', 'House', 'Marvin', 'Sheila', 'Tree', 'Wow', 'Backward', 'Forward', 'Follow', 'Learn', 'Visual'."
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iface = gr.Interface(
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theme="huggingface",
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description=description,
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fn=process,
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inputs=[mic],
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outputs=[labels],
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examples=[
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["backward16k.wav"],
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["happy16k.wav"],
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["marvin16k.wav"],
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["seven16k.wav"],
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["stop16k.wav"],
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["up16k.wav"],
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],
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allow_flagging="never",
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)
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iface.launch()
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