Spaces:
Running
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Running
on
Zero
mrfakename
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β’
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Parent(s):
Super-squash branch 'main' using huggingface_hub
Browse files- .gitattributes +35 -0
- README.md +13 -0
- app.py +38 -0
- requirements.txt +4 -0
.gitattributes
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README.md
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---
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title: Moonshine ASR
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emoji: π
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colorFrom: gray
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colorTo: yellow
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sdk: gradio
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sdk_version: 5.1.0
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app_file: app.py
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pinned: true
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short_description: Fast & efficient ASR outperforming Whisper!
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---
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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app.py
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ABOUT = """
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# Moonshine ASR
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Unofficial demo for [Moonshine ASR](https://github.com/usefulsensors/moonshine) by Useful Sensors, a fast & efficient ASR model outperforming Whisper
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"""
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import os
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os.environ["KERAS_BACKEND"] = "torch"
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import gradio as gr
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import spaces
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import moonshine
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from pydub import AudioSegment
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@spaces.GPU
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def transcribe(audio, chosen_model):
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audio_file = AudioSegment.from_file(audio)
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if len(audio_file) / 1000 >= 64:
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raise gr.Error("Moonshine only supports audio segments up to 64s long. Please pre-segment your audio and try again.")
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try:
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transcription = moonshine.transcribe(audio, chosen_model)
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except Exception as e:
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raise gr.Error("Moonshine backend error: " + str(e))
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return ' '.join(transcription).strip()
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with gr.Blocks() as demo:
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gr.Markdown(ABOUT)
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aud = gr.Audio(label="Audio", type="filepath", interactive=True)
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modelname = gr.Radio(label="Model", choices=['moonshine/tiny', 'moonshine/base'], value="moonshine/tiny", interactive=True)
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btn = gr.Button("Transcribe", variant="primary")
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out = gr.Textbox(label="Transcription", interactive=False)
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btn.click(transcribe, inputs=[aud, modelname], outputs=out)
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gr.Markdown("Unofficial demo by [mrfakename](https://x.com/realmrfakename)")
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demo.queue().launch()
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requirements.txt
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torch
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torchaudio
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useful-moonshine@git+https://github.com/usefulsensors/moonshine.git
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pydub
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