Comparison Chart of Convergence Curves of the Methods Proposed in this Paper.

<p>Comparison Chart of Convergence Curves of the Methods Proposed in this Paper.</p>

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التفاصيل البيبلوغرافية
المؤلف الرئيسي:	Ji Chaoqun (21100967) (author)
مؤلفون آخرون:	Chen Wei (441118) (author), Ye Peng (320691) (author), Wang Zhou (324766) (author), Zhou Shuhang (21100970) (author)
منشور في:	2025
الموضوعات:	Medicine Biotechnology Infectious Diseases Space Science Biological Sciences not elsewhere classified Information Systems not elsewhere classified target sample mining relatively compact distribution experimental results indicate deep neural networks negative sample spaces negative sample gradients residual network prelu network &# 8217 deep neural network binary classification validation binary classification problem traditional softmax methods overlapping similarity scores speaker verification system speaker verification stage machine learning training verification stage speaker verification speaker system negative samples overlapping portion calculating similarity network model training phase class training xlink "> spherespeaker ). paper introduces model degradation gradient vanishing gradient explosion difficult samples also important
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