AudioCraft is a PyTorch library for audio processing and generation. It includes two state-of-the-art AI generative models: AudioGen and MusicGen, capable of producing high-quality audio. AudioCraft also offers functionalities like EnCodec audio compression/segmentation and Multi Band Diffusion decoder. This library is suitable for deep learning research in audio generation.