4 papers
SingVisio: Visual Analytics of Diffusion Model for Singing Voice Conversion
Liumeng Xue, Chaoren Wang, Mingxuan Wang +3
In this study, we present SingVisio, an interactive visual analysis system that aims to explain the diffusion model used in singing voice conversion. SingVisio provides a visual di…
Amphion: An Open-Source Audio, Music and Speech Generation Toolkit
Xueyao Zhang, Liumeng Xue, Yicheng Gu +16
Amphion is an open-source toolkit for Audio, Music, and Speech Generation, targeting to ease the way for junior researchers and engineers into these fields. It presents a unified f…
Leveraging Diverse Semantic-based Audio Pretrained Models for Singing Voice Conversion
Xueyao Zhang, Zihao Fang, Yicheng Gu +5
Singing Voice Conversion (SVC) is a technique that enables any singer to perform any song. To achieve this, it is essential to obtain speaker-agnostic representations from the sour…
An Investigation of Time-Frequency Representation Discriminators for High-Fidelity Vocoder
Yicheng Gu, Xueyao Zhang, Liumeng Xue +2
Generative Adversarial Network (GAN) based vocoders are superior in both inference speed and synthesis quality when reconstructing an audible waveform from an acoustic representati…