1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
| import unittest
|
| from modelscope.pipelines import pipeline
| from modelscope.utils.constant import Tasks
| from modelscope.utils.logger import get_logger
|
| logger = get_logger()
|
|
| class TestTimestampPredictionPipelines(unittest.TestCase):
| def test_funasr_path(self):
| import funasr
| import os
|
| logger.info("run_dir:{0} ; funasr_path: {1}".format(os.getcwd(), funasr.__file__))
|
| def test_inference_pipeline(self):
| inference_pipeline = pipeline(
| task=Tasks.speech_timestamp,
| model="damo/speech_timestamp_prediction-v1-16k-offline",
| model_revision="v1.1.0",
| )
|
| rec_result = inference_pipeline(
| audio_in="https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/asr_example_timestamps.wav",
| text_in="一 个 东 太 平 洋 国 家 为 什 么 跑 到 西 太 平 洋 来 了 呢",
| )
| print(rec_result)
| logger.info("punctuation inference result: {0}".format(rec_result))
| assert rec_result == {
| "text": "<sil> 0.000 0.380;一 0.380 0.560;个 0.560 0.800;东 0.800 0.980;太 0.980 1.140;平 1.140 1.260;洋 1.260 1.440;国 1.440 1.680;家 1.680 1.920;<sil> 1.920 2.040;为 2.040 2.200;什 2.200 2.320;么 2.320 2.500;跑 2.500 2.680;到 2.680 2.860;西 2.860 3.040;太 3.040 3.200;平 3.200 3.380;洋 3.380 3.500;来 3.500 3.640;了 3.640 3.800;呢 3.800 4.150;<sil> 4.150 4.440;",
| "timestamp": [
| [380, 560],
| [560, 800],
| [800, 980],
| [980, 1140],
| [1140, 1260],
| [1260, 1440],
| [1440, 1680],
| [1680, 1920],
| [2040, 2200],
| [2200, 2320],
| [2320, 2500],
| [2500, 2680],
| [2680, 2860],
| [2860, 3040],
| [3040, 3200],
| [3200, 3380],
| [3380, 3500],
| [3500, 3640],
| [3640, 3800],
| [3800, 4150],
| ],
| }
|
|
| if __name__ == "__main__":
| unittest.main()
|
|
