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实验比较表明,将这两种技术结合起来的TO-RawNet模型表现最佳。这是因为正交正则化可以减少滤波器之间的相关性,从而提高模型的泛化能力,而TCN可以捕捉语音信号中的长期依赖关系。此外,我们测试的所有模型都优于基线系统RawNet2。根据表3的第三列,我们可以得出结论,虽然在ASVspoof2021上的性能改进不如在ASVspoof2019上,但...
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Compared with the existing methods, the recognition accuracy of the SM-TCNNET model proposed in this paper is improved by 1.8%.doi:10.3390/app13116443Li, TianciGao, SicongZhu, YanjuGao, ZhiweiZhao, ZihanChe, YinghuaXia, TianApplied Sciences (2076-3417)...
深度学习学习——时间序列模型之TCN时间卷积网络TCN:时间序列处理的新模型 https://deephub.blog.csdn.net/article/details/108139878,时间卷积网络TCN:时间序列处理的新模型 TCN-时间卷积网络
Paper tables with annotated results for ETLNet: An Efficient TCN-BiLSTM Network for Road Anomaly Detection Using Smartphone Sensors
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