DiffSinger
DiffSinger employs a shallow diffusion mechanism for high-quality singing voice synthesis, providing tools for Text-to-Speech and Singing-Voice Synthesis. The project includes features like MIDI integration, pitch extraction, and advanced vocoders, including HiFiGAN and NSF-HiFiGAN. Designed for flexibility and speed, it incorporates enhancements like PNDM for faster processing and integrates seamlessly with datasets such as Ljspeech and OpenCpop. It includes comprehensive documentation and interactive demos on Hugging Face, with continuous development ensuring compatibility with PyTorch and features acknowledged in conferences like ACL and NeurIPS.