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Feb, 2025
多频带蛇形网络的深度主动语音消除
Deep Active Speech Cancellation with Multi-Band Mamba Network
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Yehuda Mishaly, Lior Wolf, Eliya Nachmani
TL;DR
本研究针对主动语音消除(ASC)中的音频干扰问题,提出了一种新颖的深度学习网络,超越传统的主动噪声消除(ANC)方法。通过多频带蛇形架构,细分音频信号,改善信号生成的准确性和相位对齐,实验结果显示在ASC和ANC场景中分别提高了6.2dB和7.2dB的性能,显著优于现有方法。
Abstract
We present a novel
Deep Learning
network for
Active Speech Cancellation
(ASC), advancing beyond Active Noise Cancellation (ANC) methods by effectively canceling both noise and speech signals. The proposed Multi-B
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