From 28ccfbfc51068a663a80764e14074df5edf2b5ba Mon Sep 17 00:00:00 2001
From: kongdeqiang <kongdeqiang960204@163.com>
Date: 星期五, 13 三月 2026 17:41:41 +0800
Subject: [PATCH] 提交
---
tests/test_sv_inference_pipeline.py | 44 ++++++++++++++++++++++----------------------
1 files changed, 22 insertions(+), 22 deletions(-)
diff --git a/tests/test_sv_inference_pipeline.py b/tests/test_sv_inference_pipeline.py
index 54ab564..76754ab 100644
--- a/tests/test_sv_inference_pipeline.py
+++ b/tests/test_sv_inference_pipeline.py
@@ -12,37 +12,37 @@
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_sv_pipline = pipeline(
task=Tasks.speaker_verification,
- model='damo/speech_xvector_sv-zh-cn-cnceleb-16k-spk3465-pytorch'
+ model="damo/speech_xvector_sv-zh-cn-cnceleb-16k-spk3465-pytorch",
)
- # 鎻愬彇涓嶅悓鍙ュ瓙鐨勮璇濅汉宓屽叆鐮�
+
+ # the same speaker
rec_result = inference_sv_pipline(
- audio_in='https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/sv_example_enroll.wav')
- enroll = rec_result["spk_embedding"]
+ audio_in=(
+ "https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/sv_example_enroll.wav",
+ "https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/sv_example_same.wav",
+ )
+ )
+ assert (
+ abs(rec_result["scores"][0] - 0.85) < 0.1 and abs(rec_result["scores"][1] - 0.14) < 0.1
+ )
+ logger.info(f"Similarity {rec_result['scores']}")
+ # different speaker
rec_result = inference_sv_pipline(
- audio_in='https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/sv_example_same.wav')
- same = rec_result["spk_embedding"]
-
- rec_result = inference_sv_pipline(
- audio_in='https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/sv_example_different.wav')
- different = rec_result["spk_embedding"]
-
- # 瀵圭浉鍚岀殑璇磋瘽浜鸿绠椾綑寮︾浉浼煎害
- sv_threshold = 0.9465
- same_cos = np.sum(enroll * same) / (np.linalg.norm(enroll) * np.linalg.norm(same))
- same_cos = max(same_cos - sv_threshold, 0.0) / (1.0 - sv_threshold) * 100.0
- logger.info("Similarity: {}".format(same_cos))
-
- # 瀵逛笉鍚岀殑璇磋瘽浜鸿绠椾綑寮︾浉浼煎害
- diff_cos = np.sum(enroll * different) / (np.linalg.norm(enroll) * np.linalg.norm(different))
- diff_cos = max(diff_cos - sv_threshold, 0.0) / (1.0 - sv_threshold) * 100.0
- logger.info("Similarity: {}".format(diff_cos))
+ audio_in=(
+ "https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/sv_example_enroll.wav",
+ "https://isv-data.oss-cn-hangzhou.aliyuncs.com/ics/MaaS/ASR/test_audio/sv_example_different.wav",
+ )
+ )
+ assert abs(rec_result["scores"][0] - 0.0) < 0.1 and abs(rec_result["scores"][1] - 1.0) < 0.1
+ logger.info(f"Similarity {rec_result['scores']}")
-if __name__ == '__main__':
+if __name__ == "__main__":
unittest.main()
--
Gitblit v1.9.1