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Python API for speaker diarization. (#1400) #1394

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Run time

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Job	Run time
ubuntu-20.04 3.10 transducer	43s
ubuntu-20.04 3.10 paraformer	32s
ubuntu-20.04 3.10 nemo_ctc	2m 15s
ubuntu-20.04 3.10 whisper	38s
ubuntu-20.04 3.10 tdnn	48s
ubuntu-22.04 3.10 transducer	1s
ubuntu-22.04 3.10 paraformer	41s
ubuntu-22.04 3.10 nemo_ctc	2m 13s
ubuntu-22.04 3.10 whisper	1s
ubuntu-22.04 3.10 tdnn	41s
windows-latest 3.10 transducer	1s
windows-latest 3.10 paraformer	1s
windows-latest 3.10 nemo_ctc	1s
windows-latest 3.10 whisper	1s
windows-latest 3.10 tdnn	1s
macos-latest 3.10 transducer	1s
macos-latest 3.10 paraformer	1s
macos-latest 3.10 nemo_ctc	1s
macos-latest 3.10 whisper	1s
macos-latest 3.10 tdnn	1s
macos-14 3.10 transducer	1s
macos-14 3.10 paraformer	41s
macos-14 3.10 nemo_ctc	42s
macos-14 3.10 whisper	1s
macos-14 3.10 tdnn	1s
	10m 9s