mirror of
https://github.com/modelscope/FunASR
synced 2025-09-15 14:48:36 +08:00
56 lines
2.3 KiB
Python
56 lines
2.3 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 TestConformerInferencePipelines(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_aishell1(self):
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inference_pipeline = pipeline(
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task=Tasks.auto_speech_recognition,
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model='damo/speech_conformer_asr_nat-zh-cn-16k-aishell1-vocab4234-pytorch')
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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/asr_example_zh.wav')
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logger.info("asr inference result: {0}".format(rec_result))
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def test_aishell2(self):
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inference_pipeline = pipeline(
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task=Tasks.auto_speech_recognition,
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model='damo/speech_conformer_asr_nat-zh-cn-16k-aishell2-vocab5212-pytorch')
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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/asr_example_zh.wav')
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logger.info("asr inference result: {0}".format(rec_result))
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class TestData2vecInferencePipelines(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_transformer(self):
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inference_pipeline = pipeline(
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task=Tasks.auto_speech_recognition,
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model='damo/speech_data2vec_pretrain-zh-cn-aishell2-16k-pytorch')
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rec_result = inference_pipeline(
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audio_in='https://modelscope.oss-cn-beijing.aliyuncs.com/test/audios/asr_example.wav')
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logger.info("asr inference result: {0}".format(rec_result))
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def test_paraformer(self):
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inference_pipeline = pipeline(
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task=Tasks.auto_speech_recognition,
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model='damo/speech_data2vec_pretrain-paraformer-zh-cn-aishell2-16k')
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rec_result = inference_pipeline(
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audio_in='https://modelscope.oss-cn-beijing.aliyuncs.com/test/audios/asr_example.wav')
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logger.info("asr inference result: {0}".format(rec_result))
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if __name__ == '__main__':
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unittest.main()
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