Object-oriented handling of audio data, with GPU-powered augmentations, and more.

Awesome music generation model——MG²

A curated compilation of AI-driven generative music resources and projects. Explore the blend of machine learning algorithms and musical creativity.

Awesome Music Projects

text2vec, text to vector. 文本向量表征工具，把文本转化为向量矩阵，实现了Word2Vec、RankBM25、Sentence-BERT、CoSENT等文本表征、文本相似度计算模型，开箱即用。

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

AudioLDM: Generate speech, sound effects, music and beyond, with text.

AudioLDM training, finetuning, evaluation and inference.

Contrastive Language-Audio Pretraining

TangoFlux: Super Fast and Faithful Text to Audio Generation with Flow Matching

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Code for Palu: Compressing KV-Cache with Low-Rank Projection

DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model

State-of-the-art audio codec with 90x compression factor. Supports 44.1kHz, 24kHz, and 16kHz mono/stereo audio.

State-of-the-art deep learning based audio codec supporting both mono 24 kHz audio and stereo 48 kHz audio.

Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable…

Flexible LoRA Implementation to use with stable-audio-tools

Audio generation using diffusion models, in PyTorch.

🎛 🔊 A Python library for audio.

Karras et al. (2022) diffusion models for PyTorch

Refactored / updated version of `stable-audio-tools` which is an open-source code for audio/music generative models originally by Stability AI.

Vector (and Scalar) Quantization, in Pytorch

Metrics for evaluating music and audio generative models – with a focus on long-form, full-band, and stereo generations.

Generative models for conditional audio generation

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

A repository for generating and training short audio samples with unconditional waveform diffusion on accessible consumer hardware (<2GB VRAM GPU)

📄 A curated list of awesome .cursorrules files

A straightforward collection of Music Generation research resources.

Text-to-Audio/Music Generation