BriefGPT.xyz
Dec, 2023
信噪比对应用于海洋生物声学数据的生成对抗网络的影响
The Effects of Signal-to-Noise Ratio on Generative Adversarial Networks Applied to Marine Bioacoustic Data
HTML
PDF
Georgia Atkinson, Nick Wright, A. Stephen McGough, Per Berggren
TL;DR
探讨信噪比对音频生成对抗网络（GAN）性能的影响，以及针对GAN性能的三种不同评估方法，得出关于信噪比对GAN和WaveGAN的影响的有趣结果。
Abstract
In recent years
generative adversarial networks
(GANs) have been used to supplement datasets within the field of
marine bioacoustics
. This is driven by factors such as the cost to collect data,
→