BriefGPT.xyz
Dec, 2023
利用声学识别和知识蒸馏在环境音频中实现高效的语音检测
Efficient speech detection in environmental audio using acoustic recognition and knowledge distillation
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Drew Priebe, Burooj Ghani, Dan Stowell
TL;DR
使用知识蒸馏技术设计高效、轻量级的学生模型进行生物声学中的语音检测,并与EcoVAD教师模型进行对比分析,结果显示蒸馏模型表现出与教师模型相当的性能,为实时生态监测提供了有希望的方法。
Abstract
The ongoing
biodiversity crisis
, driven by factors such as land-use change and global warming, emphasizes the need for effective
ecological monitoring
methods.
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