Initial commit: FunASR Speech Recognition Toolkit

Add complete FunASR codebase including models, runtime, and documentation.

tests/test_sv_inference_pipeline.py

@@ -0,0 +1,48 @@
+import unittest
+
+import numpy as np
+from modelscope.pipelines import pipeline
+from modelscope.utils.constant import Tasks
+from modelscope.utils.logger import get_logger
+
+logger = get_logger()
+
+
+class TestXVectorInferencePipelines(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_sv_pipline = pipeline(
+            task=Tasks.speaker_verification,
+            model="damo/speech_xvector_sv-zh-cn-cnceleb-16k-spk3465-pytorch",
+        )
+
+        # 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",
+                "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_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__":
+    unittest.main()