Update benchmark.py
Browse files- benchmark.py +20 -0
benchmark.py
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from pprint import pprint
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from time import time
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from faster_whisper import WhisperModel
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model = WhisperModel("kotoba-tech/kotoba-whisper-v1.0-faster")
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test_audio = [
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"kotoba-whisper-eval/audio/long_interview_1.wav",
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"kotoba-whisper-eval/audio/manzai1.wav",
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"kotoba-whisper-eval/audio/manzai2.wav",
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"kotoba-whisper-eval/audio/manzai3.wav"
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]
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result = {}
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for test_audio_file in test_audio:
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start = time()
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segments, info = model.transcribe(test_audio_file, language="ja", chunk_length=15, condition_on_previous_text=False)
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for segment in segments:
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print("[%.2fs -> %.2fs] %s" % (segment.start, segment.end, segment.text))
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elapsed = time() - start
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result[test_audio_file] = elapsed
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pprint(result)
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