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import subprocess
subprocess.run(["pip", "install", "-U", "pip"])
subprocess.run(["pip", "install", "pip", "--upgrade"])
subprocess.run(["pip", "install", "-U", "gradio"])
subprocess.run(["pip", "install", "whisper"])
subprocess.run(["pip", "install", "gradio", "--upgrade"])
import gradio as gr
import whisper
def transcribe_audio(audio_file):
model = whisper.load_model("base")
result = model.transcribe(audio_file)
return result["text"]
def main():
audio_input = gr.inputs.Audio(source="upload", type="filepath")
output_text = gr.outputs.Textbox()
iface = gr.Interface(fn=transcribe_audio, inputs=audio_input,
outputs=output_text, title="Audio Transcription App",
description="Upload an audio file and hit the 'Submit'\
button")
iface.launch()
if __name__ == '__main__':
main() |