论文标题
潜在空间奇数:探索设计吉他尖头的潜在空间
Latent Space Oddity: Exploring Latent Spaces to Design Guitar Timbres
论文作者
论文摘要
我们介绍了一种新颖的卷积网络体系结构,该体系结构具有可解释的潜在空间,用于建模吉他放大器。拟议的系统利用流行放大器的域知识,直观地结合或减去不同放大器的特征,从而使音乐家可以设计全新的吉他音色。
We introduce a novel convolutional network architecture with an interpretable latent space for modeling guitar amplifiers. Leveraging domain knowledge of popular amplifiers spanning a range of styles, the proposed system intuitively combines or subtracts characteristics of different amplifiers, allowing musicians to design entirely new guitar timbres.