mirror of
https://github.com/modelscope/FunASR
synced 2025-09-15 14:48:36 +08:00
47 lines
2.2 KiB
Python
47 lines
2.2 KiB
Python
import unittest
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from modelscope.pipelines import pipeline
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from modelscope.utils.constant import Tasks
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from modelscope.utils.logger import get_logger
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logger = get_logger()
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class TestFSMNInferencePipelines(unittest.TestCase):
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def test_funasr_path(self):
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import funasr
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import os
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logger.info("run_dir:{0} ; funasr_path: {1}".format(os.getcwd(), funasr.__file__))
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def test_8k(self):
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inference_pipeline = pipeline(
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task=Tasks.voice_activity_detection,
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model="damo/speech_fsmn_vad_zh-cn-8k-common",
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)
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rec_result = inference_pipeline(
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audio_in='https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/vad_example_8k.wav')
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logger.info("vad inference result: {0}".format(rec_result))
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assert rec_result[
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"text"] == "[[0, 1960], [2870, 6730], [7960, 10180], [12140, 14830], [15740, 19400], " \
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"[20220, 24230], [25540, 27290], [30070, 30970], [32070, 34280], [35990, 37050], " \
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"[39400, 41020], [41810, 47320], [48120, 52150], [53560, 58310], [59290, 62210], " \
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"[63110, 66420], [67300, 68280], [69670, 71770], [73100, 75550], [76850, 78500], " \
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"[79380, 83280], [85000, 92320], [93560, 94110], [94990, 95620], [96940, 97590], " \
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"[98400, 100530], [101600, 104890], [108780, 110900], [112020, 113460], [114210, 115030]]"
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def test_16k(self):
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inference_pipeline = pipeline(
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task=Tasks.voice_activity_detection,
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model="damo/speech_fsmn_vad_zh-cn-16k-common-pytorch",
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)
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rec_result = inference_pipeline(
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audio_in='https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/vad_example.wav')
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logger.info("vad inference result: {0}".format(rec_result))
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assert rec_result[
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"text"] == "[[70, 2340], [2620, 6200], [6480, 23670], [23950, 26250], [26780, 28990], " \
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"[29950, 31430], [31750, 37600], [38210, 46900], [47310, 49630], [49910, 56460], " \
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"[56740, 59540], [59820, 70450]"
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if __name__ == '__main__':
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unittest.main()
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