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MSAE:我们的论文“视听语音识别的伪装稀疏对抗示例”的演示页面
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2021-04-16
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视听语音识别的蒙版稀疏对抗示例 匿名作者提交ID:1514 抽象的 稀疏的对抗攻击在输入的部分位置上设计了难以察觉的扰动,从而导致神经网络模型预测错误的输出。 到目前为止,大多数研究都集中在图像分类和语音识别领域。 然而,针对视听语音识别的对抗攻击的研究是有限的,并且面临一些挑战:1)“可分配区域”:在语音识别过程中,某些音频和视频区域对于模型不那么重要。 攻击这些地区带来更多的噪音,而对建立成功的对抗性例子的贡献则较小; 2)“敏感度区分”:人类对不同区域下相同噪声的感知能力明显不同。 尤其是,在沉默和停顿期间的摄动更为明显。 3)“时间线索”:应探索视频中包含的时间信息。 在本文中,我们提出了一种新颖的稀疏对抗攻击方案MSAE,该方案采用加权掩码来克服上述困难。 具体来说,1)我们引入分组选择性掩膜,以通过反向传播自动实现分组稀疏性; 2)引入感知权重矩阵,以分别确保音频和视频的不可
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MSAE:我们的论文“视听语音识别的伪装稀疏对抗示例”的演示页面 (182个子文件)
BUT HE DID REALLY WELL(noise).avi 87KB
BUT BEFORE I DO(noise).avi 78KB
BECAUSE IT'S FANTASTIC(noise).avi 76KB
BECAUSE IT'S FANTASTIC(AND SINCE THE CONVERSION).avi 46KB
IF IT WAS GOING TO BE INCREASED(noise).avi 45KB
BECAUSE IT'S FANTASTIC(noise).avi 45KB
ABOUT 20 YEARS AGO(GROUND FLOOR FLAT).avi 45KB
BUT HE DID REALLY WELL(noise).avi 44KB
IF IT WAS GOING TO BE INCREASED(noise).avi 44KB
BECAUSE IT'S FANTASTIC(noise).avi 43KB
BECAUSE IT'S FANTASTIC(AND SINCE THE CONVERSION).avi 42KB
BECAUSE IT'S FANTASTIC(FABULOUS PROJECT FOR THEM).avi 42KB
BECAUSE IT'S FANTASTIC(AND SINCE THE CONVERSION).avi 42KB
IF IT WAS GOING TO BE INCREASED(SOMETIMES IT'S DIFFICULT TO KNOW WHERE).avi 42KB
BECAUSE IT'S FANTASTIC.avi 42KB
BECAUSE IT'S FANTASTIC.avi 42KB
BECAUSE IT'S FANTASTIC.avi 42KB
ABOUT 20 YEARS AGO(noise).avi 38KB
ABOUT 20 YEARS AGO(noise).avi 38KB
BUT BEFORE I DO(PROBABLY AROUND 85).avi 37KB
ABOUT 20 YEARS AGO(noise).avi 36KB
IF IT WAS GOING TO BE INCREASED(noise).avi 35KB
BUT HE DID REALLY WELL(IT'S THAT SIMPLE).avi 33KB
ABOUT 20 YEARS AGO(GROUND FLOOR FLAT).avi 33KB
ABOUT 20 YEARS AGO.avi 33KB
ABOUT 20 YEARS AGO.avi 33KB
ABOUT 20 YEARS AGO(GROUND FLOOR FLAT).avi 32KB
ABOUT 20 YEARS AGO.avi 32KB
IF IT WAS GOING TO BE INCREASED.avi 32KB
IF IT WAS GOING TO BE INCREASED.avi 32KB
IF IT WAS GOING TO BE INCREASED.avi 32KB
IF IT WAS GOING TO BE INCREASED(SOMETIMES IT'S DIFFICULT TO KNOW WHERE).avi 32KB
IF IT WAS GOING TO BE INCREASED(SOMETIMES IT'S DIFFICULT TO KNOW WHERE).avi 32KB
BUT HE DID REALLY WELL(noise).avi 32KB
BUT BEFORE I DO(noise).avi 31KB
BUT HE DID REALLY WELL.avi 31KB
BUT HE DID REALLY WELL(IT'S THAT SIMPLE).avi 31KB
BUT HE DID REALLY WELL(IT'S THAT SIMPLE).avi 31KB
BUT HE DID REALLY WELL.avi 31KB
BUT HE DID REALLY WELL.avi 31KB
BUT BEFORE I DO.avi 29KB
BUT BEFORE I DO(PROBABLY AROUND 85).avi 29KB
BUT BEFORE I DO.avi 28KB
BUT BEFORE I DO.avi 28KB
BUT BEFORE I DO(PROBABLY AROUND 85).avi 28KB
README.md 12KB
BUT HE DID REALLY WELL(noise).mp4 82KB
BUT BEFORE I DO(noise).mp4 73KB
BECAUSE IT'S FANTASTIC(noise).mp4 71KB
ABOUT 20 YEARS AGO(GROUND FLOOR FLAT).mp4 39KB
BECAUSE IT'S FANTASTIC(noise).mp4 39KB
BUT HE DID REALLY WELL(noise).mp4 38KB
IF IT WAS GOING TO BE INCREASED(noise).mp4 38KB
BECAUSE IT'S FANTASTIC(noise).mp4 37KB
BECAUSE IT'S FANTASTIC(AND SINCE THE CONVERSION).mp4 37KB
BECAUSE IT'S FANTASTIC(AND SINCE THE CONVERSION).mp4 37KB
IF IT WAS GOING TO BE INCREASED(SOMETIMES IT'S DIFFICULT TO KNOW WHERE).mp4 36KB
BECAUSE IT'S FANTASTIC(AND SINCE THE CONVERSION).mp4 36KB
BECAUSE IT'S FANTASTIC.mp4 36KB
BECAUSE IT'S FANTASTIC.mp4 36KB
BECAUSE IT'S FANTASTIC.mp4 36KB
IF IT WAS GOING TO BE INCREASED(noise).mp4 35KB
ABOUT 20 YEARS AGO(noise).mp4 33KB
ABOUT 20 YEARS AGO(noise).mp4 32KB
BUT BEFORE I DO(PROBABLY AROUND 85).mp4 32KB
ABOUT 20 YEARS AGO(noise).mp4 31KB
IF IT WAS GOING TO BE INCREASED(noise).mp4 30KB
BUT HE DID REALLY WELL(IT'S THAT SIMPLE).mp4 27KB
ABOUT 20 YEARS AGO(GROUND FLOOR FLAT).mp4 27KB
ABOUT 20 YEARS AGO.mp4 27KB
ABOUT 20 YEARS AGO.mp4 27KB
ABOUT 20 YEARS AGO(GROUND FLOOR FLAT).mp4 27KB
ABOUT 20 YEARS AGO.mp4 26KB
IF IT WAS GOING TO BE INCREASED.mp4 26KB
IF IT WAS GOING TO BE INCREASED(SOMETIMES IT'S DIFFICULT TO KNOW WHERE).mp4 26KB
IF IT WAS GOING TO BE INCREASED.mp4 26KB
IF IT WAS GOING TO BE INCREASED.mp4 26KB
BUT HE DID REALLY WELL(noise).mp4 26KB
IF IT WAS GOING TO BE INCREASED(SOMETIMES IT'S DIFFICULT TO KNOW WHERE).mp4 26KB
BUT BEFORE I DO(noise).mp4 26KB
BUT HE DID REALLY WELL.mp4 26KB
BUT HE DID REALLY WELL(IT'S THAT SIMPLE).mp4 25KB
BUT HE DID REALLY WELL(IT'S THAT SIMPLE).mp4 25KB
BUT HE DID REALLY WELL.mp4 25KB
BUT HE DID REALLY WELL.mp4 25KB
BUT BEFORE I DO.mp4 23KB
BUT BEFORE I DO(PROBABLY AROUND 85).mp4 23KB
BUT BEFORE I DO.mp4 23KB
BUT BEFORE I DO.mp4 23KB
BUT BEFORE I DO(PROBABLY AROUND 85).mp4 23KB
BECAUSE IT'S FANTASTIC(noise).png 816KB
IF IT WAS GOING TO BE INCREASED(noise).png 554KB
BECAUSE IT'S FANTASTIC(noise).png 528KB
BUT HE DID REALLY WELL(noise).png 524KB
ABOUT 20 YEARS AGO(noise).png 481KB
ABOUT 20 YEARS AGO(noise).png 409KB
BECAUSE IT'S FANTASTIC(AND SINCE THE CONVERSION).png 400KB
BECAUSE IT'S FANTASTIC(AND SINCE THE CONVERSION).png 348KB
ABOUT 20 YEARS AGO(GROUND FLOOR FLAT).png 344KB
BECAUSE IT'S FANTASTIC(AND SINCE THE CONVERSION).png 342KB
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