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ECAPAModel

运行

训练

  • 配置环境
pip install -r requirements.txt 或者
conda activate server_dev
  • 训练
python trainECAPAModel.py --save_path <save_path>

测试

python testECAPAModel.py --eval

模型解释

训练

  • trainECAPAModel.py 训练脚本

  • ECAPAModel.py 调用模型

  • model.py 模型

    • ECAPA_TDNN -> AAMsoftmax

测试

  • testECAPAModel.py 测试脚本

    修改参数：

    • train_list、train_path、eval_list、eval_path、musan_path噪声、rir_path混响、save_path
    • initial_model 需要测试的模型（required）
    • ECAPAMModel.py 调用模型脚本中test_network 里modelname每次要更新

数据加载

  • dataloader.py 数据加载脚本
    • 实现数据增强，加入噪声、混响，注意匹配所有wav文件时的路径问题
    • get_label(label) 提取标签 fake-0 genuine-1

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