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ModelZoo
aasist_bladedisc
Commits
999abf1f
Commit
999abf1f
authored
Apr 26, 2023
by
zhangqha
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update model.properties and README.md
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README.md
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# AASIST
## 模型介绍
是
开源的音频反欺骗的模型
开源的音频反欺骗的模型
## 模型结构
aasist,参考链接https://github.com/clovaai/aasist, 参考论文ASIST: Audio Anti-Spoofing using Integrated Spectro-Temporal Graph Attention Networks
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@@ -10,9 +10,10 @@ aasist,参考链接https://github.com/clovaai/aasist, 参考论文ASIST: Audio
原始代码位置:https://github.com/clovaai/aasist.git
## 数据集
下载方式:
脚本
下载方式:
python ./download_dataset.py
或者可以手动从ASVspoof2019 dataset: https://datashare.ed.ac.uk/handle/10283/3336链接进行下载LA.zip文件
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
下载后unzip解压
## 推理
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@@ -20,8 +21,9 @@ python ./download_dataset.py
### 环境配置
提供
[
光源
](
https://www.sourcefind.cn/#/service-details
)
拉取的训练的docker镜像:
*
推理镜像:
docker pull image.sourcefind.cn:5000/dcu/admin/base/custom:aasist-main
python依赖安装:
*
python依赖安装:
pip3 install -r requirement.txt
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@@ -42,14 +44,13 @@ python3 main_opt.py --eval --config ./config/AASIST-L.conf
测试命令:
bash run.sh
### 性能和准确率数据
性能测试以AASIST-L为例(记录每次推理的执行时间):
case | 优化前(关闭disc) | 优化后(打开disc) | 性能提升 |
| :---- | ----: | :----: | ---- |
AASIST-L | 0.018s | 0.008s | 2.25倍
### 准确率验证
准确率测试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
## 历史版本
https://developer.hpccube.com/codes/modelzoo/bladedisc_aasist
## 参考
*
https://github.com/clovaai/aasist.git
model.properties
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# 模型名称
modelName
=
aasist
# 模型描述
modelDescription
=
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)
appScenario
=
NLP,语音模型,推理
# 框架类型(多个标签以英文逗号分割)
frameType
=
BladeDISC,Pytorch
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