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import gradio as gr
from pyannote.audio import Pipeline
def diarization(audio):
pipeline = Pipeline.from_pretrained("pyannote/speaker-diarization")
output = pipeline(audio)
answer = ""
for turn, _, speaker in output.itertracks(yield_label=True):
answer += "{} said something starting from {} and ends on {}\n".format(speaker,turn.start,turn.end)
return answer
app = gr.Interface(fn=diarization,
inputs=gr.inputs.Audio(source="upload", type="filepath", label="audio"),
outputs="text")
app.launch()
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