A timeline of the latest AI models for audio generation, starting in 2023!

Single channel speech source separation by diffusion process (ICASSP 2023)

Diffusion and Mutual Information-Based Target Speaker SVS by Learning from Singing Teacher

A minimal PyTorch implementation of probabilistic diffusion models for 2D datasets.

Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"

Stable Diffusion with Core ML on Apple Silicon

A minimal yet resourceful implementation of diffusion models (along with pretrained models + synthetic images for nine datasets)

Unconditional music synthesis using a diffusion model in the STFT domain

A basic PyTorch implementation of 'Denoising Diffusion Probabilistic Models'

Apply diffusion models using the new Hugging Face diffusers package to synthesize music instead of images.

Create 🔥 videos with Stable Diffusion by exploring the latent space and morphing between text prompts

Audio generation using diffusion models, in PyTorch.

A latent text-to-image diffusion model

🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch and FLAX.

Official implementation of Cold-Diffusion for different transformations in pytorch.

Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch

Open implementation of UNIVERSE and UNIVERSE++ diffusion-based speech enhancement models.

Enjoy the magic of Diffusion models!