YuE2: frontier music generation with symbolic planning, zero-shot covers, and agentic music editing.

STARS: A Unified Framework for Singing Transcription, Alignment, and Refined Style Annotation

PyTorch Implementation of TCSinger 2(ACL 2025): Customizable Multilingual Zero-shot Singing Voice Synthesis

An advanced singing voice synthesis system with high fidelity, expressiveness, controllability and flexibility based on DiffSinger: Singing Voice Synthesis via Shallow Diffusion Mechanism

Open singing synthesis platform / Open source UTAU successor

A SoundFont MIDI synthesizer for .NET

GPT-2 transformer for controllable, multitrack symbolic music generation

Official inference code for SoulX-Singer: Towards High-Quality Zero-Shot Singing Voice Synthesis

Official implementation of YingMusic-SVC.

A SoundFont MIDI synthesizer written in pure Python

The simplest, fastest repository for training/finetuning medium-sized GPTs.

Di♪♪Rhythm: Blazingly Fast and Embarrassingly Simple End-to-End Full-Length Song Generation with Latent Diffusion

Source code to pbrt, the ray tracer described in the forthcoming 4th edition of the "Physically Based Rendering: From Theory to Implementation" book.

Di♪♪Rhythm 2: Efficient And High Fidelity Song Generation Via Block Flow Matching

PyTorch Implementation of TCSinger(EMNLP 2024): Zero-Shot Singing Voice Synthesis with Style Transfer and Multi-Level Style Control

Composer's Assistant for REAPER

Python bindings for TinySoundFont, a SoundFont MIDI synthesizer.

Zong! Music Notation

Innovation-first digital audio workstation (DAW), instrument and effect plugins, wave editor

Neural Networks: Zero to Hero

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

Video+code lecture on building nanoGPT from scratch

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.

An autoregressive character-level language model for making more things

Xenoage Utils