NuMessiah commited on
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  1. app.py +23 -0
  2. requirements.txt +3 -0
app.py ADDED
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+ import gradio as gr
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+ import torch
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+ from transformers import pipeline
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+
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+ # Load the Whisper pipeline
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+ transcriber = pipeline("automatic-speech-recognition", model="openai/whisper-base") # Choose your Whisper size
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+
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+ def transcribe_audio(audio_file):
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+ if audio_file is not None:
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+ text = transcriber(audio_file)["text"]
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+ return text
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+ else:
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+ return "No audio file uploaded"
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+
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+
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+ with gr.Blocks() as demo:
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+ gr.Markdown("## Audio Transcription with Whisper")
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+ audio_input = gr.Audio(source="upload", type="filepath", label="Upload Audio File")
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+ text_output = gr.Textbox(label="Transcription")
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+ btn = gr.Button("Transcribe")
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+ btn.click(transcribe_audio, inputs=audio_input, outputs=text_output)
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+
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+ demo.launch()
requirements.txt ADDED
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+ transformers
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+ gradio
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+ torch