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from pyannote.audio import Pipeline
import gradio as gr
def diarization():
pipeline = Pipeline.from_pretrained("pyannote/speaker-diarization")
output = pipeline("audio.wav")
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="audio", outputs="text")
app.launch()
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