Fine-tune and evaluate Whisper models for Automatic Speech Recognition (ASR) on custom datasets or datasets from huggingface.

Official repo for consistency models.

Awesome-LLM: a curated list of Large Language Model

TODO

StoRM: A Diffusion-based Stochastic Regeneration Model for Speech Enhancement and Dereverberation

Conditional Diffusion Probabilistic Model for Speech Enhancement

Differentiable SDE solvers with GPU support and efficient sensitivity analysis.

PyTorch implementation of DiffSinger: Singing Voice Synthesis via Shallow Diffusion Mechanism (focused on DiffSpeech)

A collection of Beamer themes from the community

✨✨Latest Advances on Multimodal Large Language Models

Official PyTorch implementation of BigVGAN (ICLR 2023)

Generative models for conditional audio generation

Release for Improved Denoising Diffusion Probabilistic Models

PyTorch Implementation of Make-An-Audio (ICML'23) with a Text-to-Audio Generative Model

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

Variational auto-encoders for audio

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

Official Implementation of Rectified Flow (ICLR2023 Spotlight)

A collection of resources and papers on Diffusion Models

Human preference data for "Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback"

BDDM: Bilateral Denoising Diffusion Models for Fast and High-Quality Speech Synthesis

A Collection of Variational Autoencoders (VAE) in PyTorch.

PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566

Intro to Reinforcement Learning (强化学习纲要）

Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"

Official PyTorch implementation of DiffuseMix : Label-Preserving Data Augmentation with Diffusion Models (CVPR'2024)

Effective Data Augmentation With Diffusion Models

[ICLR'23] DiffuSeq: Sequence to Sequence Text Generation with Diffusion Models

Score-based Generative Models (Diffusion Models) for Speech Enhancement and Dereverberation