SoftVC VITS Singing Voice Conversion
Amphion (/æmˈfaɪən/) is a toolkit for Audio, Music, and Speech Generation. Its purpose is to support reproducible research and help junior researchers and engineers get started in the field of audio, music, and speech generation research and development.
zero-shot voice conversion & singing voice conversion, with real-time support
Core Engine of Singing Voice Conversion & Singing Voice Clone
singing voice change based on whisper, and lora for singing voice clone
A paper and project list about the cutting edge Speech Synthesis, Text-to-Speech (TTS), Singing Voice Synthesis (SVS), Voice Conversion (VC), Singing Voice Conversion (SVC), and related interesting works (such as Music Synthesis, Automatic Music Transcription, Automatic MOS Prediction, SSL-based ASR...etc).
Learning the Beauty in Songs: Neural Singing Voice Beautifier; ACL 2022 (Main conference); Official code
An app for creating audio-based content such as song covers and speech using Retrieval-based Voice Conversion.
Official Repository of Paper: "Towards High-Quality Zero-Shot Singing Voice Conversion in Low-Resource Scenarios"(AAAI 2026)
[ICASSP 2025] FreeSVC: Towards Zero-shot Multilingual Singing Voice Conversion
Unsupervised WaveNet-based Singing Voice Conversion Using Pitch Augmentation and Two-phase Approach
Implementation of RIFT-SVC, a singing voice conversion model based on Rectified Flow Transformer.
一键 AI 翻唱 (One-click AI Cover Generation)：AI 检索式声音转换工具 - AI Retrieval-based Voice Conversion (RVC) toolkit with efficient training and inference pipelines
Real-time end-to-end singing voice convertion
Singing voice conversion built on LeapSinger's harmonic excitation and rectified flow: content + F0 + loudness -> mel -> NHVSing. Quality is read as a gap from the vocoder ceiling (Japanese, incl. unseen speakers). No weights distributed - training-data licensing.
Aurora Audio Studio · Windows 与 macOS 本地 AI 音频创作工作台。音乐、配音与声音克隆、歌声转换、分轨、MIDI 与字幕。正式版：Windows 2.0.1 / Mac 2.0.1。
2019_ML_Course Singing Voice Conversion Using Cycle-GAN:VC2
UTAUTAI(Unrestricted Tune Automated Technology Artificial Interigence)
Score-to-ContentVec: a model that gives ContentVec-based SVC voice models (so-vits-svc, RVC) the ability to sing from a score (MIDI notes + lyrics).
kNN-SVC: Robust Zero-Shot Singing Voice Conversion with Additive Synthesis and Concatenation Smoothness Optimization
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