Harshs09 commited on
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420e106
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Files changed (3) hide show
  1. .gitignore +2 -0
  2. app.py +19 -0
  3. requirements.txt +3 -0
.gitignore ADDED
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+ __pycache__/
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+ *.pyc
app.py ADDED
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+ from faster_whisper import WhisperModel
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+ import gradio as gr
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+
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+ # Load model (run on CUDA for GPU)
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+ model = WhisperModel("medium", device="cuda", compute_type="float16")
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+
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+ def transcribe(audio_file):
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+ segments, info = model.transcribe(audio_file, beam_size=5)
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+ transcription = " ".join([seg.text for seg in segments])
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+ return transcription
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+
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+ iface = gr.Interface(
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+ fn=transcribe,
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+ inputs=gr.Audio(type="filepath"),
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+ outputs="text",
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+ title="Faster Whisper Medium Transcriber"
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+ )
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+
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+ iface.launch()
requirements.txt ADDED
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+ faster-whisper==1.1.1
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+ gradio==5.32.1
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+ torch==2.7.0