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ModelZoo
aasist_bladedisc
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40515c7e
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40515c7e
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Apr 26, 2023
by
zhangqha
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README.md
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40515c7e
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@@ -8,8 +8,9 @@ aasist,参考链接https://github.com/clovaai/aasist, 参考论文ASIST: Audio
...
@@ -8,8 +8,9 @@ aasist,参考链接https://github.com/clovaai/aasist, 参考论文ASIST: Audio
## 数据集
## 数据集
脚本下载方式:
脚本下载方式:
```
python ./download_dataset.py
python ./download_dataset.py
```
手动下载方式:
手动下载方式:
ASVspoof2019 dataset: https://datashare.ed.ac.uk/handle/10283/3336链接进行下载LA.zip文件
ASVspoof2019 dataset: https://datashare.ed.ac.uk/handle/10283/3336链接进行下载LA.zip文件
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@@ -21,39 +22,40 @@ ASVspoof2019 dataset: https://datashare.ed.ac.uk/handle/10283/3336链接进行
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@@ -21,39 +22,40 @@ ASVspoof2019 dataset: https://datashare.ed.ac.uk/handle/10283/3336链接进行
### 环境配置
### 环境配置
提供
[
光源
](
https://www.sourcefind.cn/#/service-details
)
拉取的训练的docker镜像:
提供
[
光源
](
https://www.sourcefind.cn/#/service-details
)
拉取的训练的docker镜像:
*
推理镜像:
*
推理镜像:
```
docker pull image.sourcefind.cn:5000/dcu/admin/base/custom:aasist-main
docker pull image.sourcefind.cn:5000/dcu/admin/base/custom:aasist-main
```
激活镜像环境:
激活镜像环境:
```
source /root/env_disc.sh
source /root/env_disc.sh
cd /root/aasist;sh run.sh
cd /root/aasist;sh run.sh
```
*
python依赖安装:
*
python依赖安装:
```
pip3 install -r requirement.txt
pip3 install -r requirement.txt
```
### 推理命令,使用BladeDISC进行加速
### 推理命令,使用BladeDISC进行加速
To evaluate AASIST [1]:
To evaluate AASIST [1]:
```
export TORCH_MHLO_OP_WHITE_LIST="aten::max;aten::batch_norm;aten::abs,aten::selu;prim::NumToTensor;aten::zeros_like;aten::size;aten::narrow;aten::cat;aten::selu_"
export TORCH_MHLO_OP_WHITE_LIST="aten::max;aten::batch_norm;aten::abs,aten::selu;prim::NumToTensor;aten::zeros_like;aten::size;aten::narrow;aten::cat;aten::selu_"
python3 main.py --eval --config ./config/AASIST.conf
python3 main.py --eval --config ./config/AASIST.conf
python3 main_opt.py --eval --config ./config/AASIST.conf
python3 main_opt.py --eval --config ./config/AASIST.conf
```
To evaluate AASIST-L [1]:
To evaluate AASIST-L [1]:
```
export TORCH_MHLO_OP_WHITE_LIST="aten::max;aten::batch_norm;aten::abs,aten::selu;prim::NumToTensor;aten::zeros_like;aten::size;aten::narrow;aten::cat;aten::selu_"
export TORCH_MHLO_OP_WHITE_LIST="aten::max;aten::batch_norm;aten::abs,aten::selu;prim::NumToTensor;aten::zeros_like;aten::size;aten::narrow;aten::cat;aten::selu_"
python3 main.py --eval --config ./config/AASIST-L.conf
python3 main.py --eval --config ./config/AASIST-L.conf
python3 main_opt.py --eval --config ./config/AASIST-L.conf
python3 main_opt.py --eval --config ./config/AASIST-L.conf
```
### 单卡测试
### 单卡测试
测试命令:
测试命令:
```
bash run.sh
bash run.sh
```
### 准确率验证
### 准确率验证
准确率验证通过对比优化前与优化后的输出结果,精度差异较小,判定准确率为正常的
准确率验证通过对比优化前与优化后的输出结果,精度差异较小,判定准确率为正常的
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model.properties
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40515c7e
# 模型名称
# 模型名称
modelName
=
aasist
modelName
=
bladedisc_
aasist
# 模型描述
# 模型描述
modelDescription
=
aasist是开源的音频反欺骗的模型
modelDescription
=
bladedisc_
aasist是开源的音频反欺骗的模型
# 应用场景(多个标签以英文逗号分割)
# 应用场景(多个标签以英文逗号分割)
appScenario
=
NLP,语音模型,推理
appScenario
=
NLP,语音模型,推理
# 框架类型(多个标签以英文逗号分割)
# 框架类型(多个标签以英文逗号分割)
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