BriefGPT.xyz
Feb, 2020
Deep Autotuner: 用于歌唱表演的音高校准网络
Deep Autotuner: a Pitch Correcting Network for Singing Performances
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Sanna Wager, George Tzanetakis, Cheng-i Wang, Minje Kim
TL;DR
本论文介绍了一种基于数据驱动的自动音高校正方法,该方法利用歌唱声音和伴奏音频相应的频谱图之间的关系来预测音符级别的音高变化。该方法通过神经网络模型进行训练,包括卷积层和门控循环单元,可适用于自由即兴和协调音乐演唱。
Abstract
We introduce a
data-driven approach
to automatic
pitch correction
of solo singing performances. The proposed approach predicts note-wise pitch shifts from the relationship between the respective
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