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emotion-recognition-wav2vec2-IEMOCAP/hyperparams.yaml

@@ -9,10 +9,10 @@ HPARAMS_NEEDED: ["encoder_dim", "out_n_neurons", "label_encoder", "softmax"]
 MODULES_NEEDED: ["wav2vec2", "avg_pool", "output_mlp", "LSTM"]
 
 # Feature parameters
-wav2vec2_hub: facebook\wav2vecChinese
+wav2vec2_hub: pretrained_models\facebook\wav2vecChinese
 
 # Pretrain folder (HuggingFace)
-pretrained_path: pretrained_path
+pretrained_path: pretrained_models\speechbrain\emotion-recognition-wav2vec2-IEMOCAP
 
 # parameters
 encoder_dim: 1024

paraformer_logs/log/info.log

@@ -442,3 +442,37 @@
 [INFO] 2024-02-19 12:24:33,888 [D:\DD\paraformer\runtime\python\utils\singleton.py:29] get_instance: create PuncOrtInferRuntimeSession instance finished
 [INFO] 2024-02-19 12:24:33,889 [D:\DD\paraformer\runtime\python\utils\singleton.py:29] get_instance: create CT_Transformer instance finished
 [INFO] 2024-02-19 12:24:33,889 [D:\DD\paraformer\runtime\python\cttPunctuator.py:26] __init__: Offline punctuator instance initialized.
+[INFO] 2024-02-19 12:45:30,147 [D:\DD\paraformer\runtime\python\utils\singleton.py:26] get_instance: creating Campplus instance
+[INFO] 2024-02-19 12:45:30,720 [D:\DD\paraformer\runtime\python\utils\singleton.py:29] get_instance: create Campplus instance finished
+[INFO] 2024-02-19 12:45:33,884 [D:\DD\paraformer\runtime\python\paraformerInfer.py:51] __init__: Load onnx model dir at D:\DD\paraformer\onnx\asr_offline
+[INFO] 2024-02-19 12:45:33,885 [D:\DD\paraformer\runtime\python\utils\singleton.py:26] get_instance: creating ParaformerOfflineModel instance
+[INFO] 2024-02-19 12:45:33,892 [D:\DD\paraformer\runtime\python\utils\singleton.py:26] get_instance: creating AsrOfflineOrtInferRuntimeSession instance
+[INFO] 2024-02-19 12:45:36,765 [D:\DD\paraformer\runtime\python\utils\singleton.py:29] get_instance: create AsrOfflineOrtInferRuntimeSession instance finished
+[INFO] 2024-02-19 12:45:36,766 [D:\DD\paraformer\runtime\python\utils\singleton.py:29] get_instance: create ParaformerOfflineModel instance finished
+[INFO] 2024-02-19 12:45:36,772 [D:\DD\paraformer\runtime\python\utils\singleton.py:26] get_instance: creating VadOrtInferRuntimeSession instance
+[INFO] 2024-02-19 12:45:36,803 [D:\DD\paraformer\runtime\python\utils\singleton.py:29] get_instance: create VadOrtInferRuntimeSession instance finished
+[INFO] 2024-02-19 12:45:36,804 [D:\DD\paraformer\runtime\python\cttPunctuator.py:24] __init__: Initializing punctuator instance with offline mode.
+[INFO] 2024-02-19 12:45:36,805 [D:\DD\paraformer\runtime\python\utils\singleton.py:26] get_instance: creating CT_Transformer instance
+[INFO] 2024-02-19 12:45:36,806 [D:\DD\paraformer\runtime\python\model\punc\punctuator.py:52] __init__: Loading config file D:\DD\paraformer\onnx\punc\config.pkl
+[INFO] 2024-02-19 12:45:36,873 [D:\DD\paraformer\runtime\python\model\punc\punctuator.py:56] __init__: Loading config file D:\DD\paraformer\onnx\punc\config.pkl finished, takes 0.06650090217590332 s
+[INFO] 2024-02-19 12:45:36,950 [D:\DD\paraformer\runtime\python\utils\singleton.py:26] get_instance: creating PuncOrtInferRuntimeSession instance
+[INFO] 2024-02-19 12:45:40,801 [D:\DD\paraformer\runtime\python\utils\singleton.py:29] get_instance: create PuncOrtInferRuntimeSession instance finished
+[INFO] 2024-02-19 12:45:40,802 [D:\DD\paraformer\runtime\python\utils\singleton.py:29] get_instance: create CT_Transformer instance finished
+[INFO] 2024-02-19 12:45:40,803 [D:\DD\paraformer\runtime\python\cttPunctuator.py:26] __init__: Offline punctuator instance initialized.
+[INFO] 2024-02-19 16:09:26,050 [D:\DD\paraformer\runtime\python\utils\singleton.py:26] get_instance: creating Campplus instance
+[INFO] 2024-02-19 16:09:26,900 [D:\DD\paraformer\runtime\python\utils\singleton.py:29] get_instance: create Campplus instance finished
+[INFO] 2024-02-19 16:09:31,858 [D:\DD\paraformer\runtime\python\paraformerInfer.py:51] __init__: Load onnx model dir at D:\DD\paraformer\onnx\asr_offline
+[INFO] 2024-02-19 16:09:31,859 [D:\DD\paraformer\runtime\python\utils\singleton.py:26] get_instance: creating ParaformerOfflineModel instance
+[INFO] 2024-02-19 16:09:31,868 [D:\DD\paraformer\runtime\python\utils\singleton.py:26] get_instance: creating AsrOfflineOrtInferRuntimeSession instance
+[INFO] 2024-02-19 16:09:36,177 [D:\DD\paraformer\runtime\python\utils\singleton.py:29] get_instance: create AsrOfflineOrtInferRuntimeSession instance finished
+[INFO] 2024-02-19 16:09:36,178 [D:\DD\paraformer\runtime\python\utils\singleton.py:29] get_instance: create ParaformerOfflineModel instance finished
+[INFO] 2024-02-19 16:09:36,190 [D:\DD\paraformer\runtime\python\utils\singleton.py:26] get_instance: creating VadOrtInferRuntimeSession instance
+[INFO] 2024-02-19 16:09:36,236 [D:\DD\paraformer\runtime\python\utils\singleton.py:29] get_instance: create VadOrtInferRuntimeSession instance finished
+[INFO] 2024-02-19 16:09:36,237 [D:\DD\paraformer\runtime\python\cttPunctuator.py:24] __init__: Initializing punctuator instance with offline mode.
+[INFO] 2024-02-19 16:09:36,238 [D:\DD\paraformer\runtime\python\utils\singleton.py:26] get_instance: creating CT_Transformer instance
+[INFO] 2024-02-19 16:09:36,239 [D:\DD\paraformer\runtime\python\model\punc\punctuator.py:52] __init__: Loading config file D:\DD\paraformer\onnx\punc\config.pkl
+[INFO] 2024-02-19 16:09:36,327 [D:\DD\paraformer\runtime\python\model\punc\punctuator.py:56] __init__: Loading config file D:\DD\paraformer\onnx\punc\config.pkl finished, takes 0.08699727058410645 s
+[INFO] 2024-02-19 16:09:36,434 [D:\DD\paraformer\runtime\python\utils\singleton.py:26] get_instance: creating PuncOrtInferRuntimeSession instance
+[INFO] 2024-02-19 16:09:42,443 [D:\DD\paraformer\runtime\python\utils\singleton.py:29] get_instance: create PuncOrtInferRuntimeSession instance finished
+[INFO] 2024-02-19 16:09:42,445 [D:\DD\paraformer\runtime\python\utils\singleton.py:29] get_instance: create CT_Transformer instance finished
+[INFO] 2024-02-19 16:09:42,446 [D:\DD\paraformer\runtime\python\cttPunctuator.py:26] __init__: Offline punctuator instance initialized.

speech.py

@@ -26,7 +26,7 @@ from paraformer import AudioReader, CttPunctuator, FSMNVad, ParaformerOffline
 
 os.environ["no_proxy"] = "localhost,127.0.0.1,::1"
 classifier = foreign_class(
-    source=".\\emotion-recognition-wav2vec2-IEMOCAP",
+    source=".",
     pymodule_file="custom_interface.py",
     classname="CustomEncoderWav2vec2Classifier",
     savedir=".\\emotion-recognition-wav2vec2-IEMOCAP",