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Meta AudioCraft: Audio Processing and Generation Library
Welcome to the ultimate destination for groundbreaking audio technology. Crafted meticulously by Meta, AudioCraft is a cutting-edge library for deep learning-powered audio generation and research.
General | |
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Author | Meta |
Repository | https://github.com/facebookresearch/audiocraft |
Type | The library for audio processing and generation |
What is AudioCraft?
AudioCraft is a next-gen library revolutionizing the audio industry with its array of features. It's not just an audio library, it's the future of audio.
Key Features:
- Advanced Audio Generation Models: With models like AudioGen and MusicGen, prepare to experience unparalleled audio quality.
- EnCodec: An innovative audio compressor and tokenizer that is setting a new standard in audio processing.
Capabilities:
- Generative Audio Needs: A comprehensive code base for all generative audio needs - be it music, sound effects, or compression after training on raw audio signals.
- Simplified Model Design: The model design, especially for MusicGen and AudioGen, is simplified compared to previous generative models. With a single autoregressive Language Model (LM) that operates on compressed discrete music representation, or tokens, AudioCraft efficiently captures long-term dependencies in audio for high-quality generation.
- EnCodec: A unique neural audio codec that converts audio signals to discrete tokens and vice-versa. It acts as the bridge between the raw waveform and the autoregressive language model.
- Text-to-sound Generation: With AudioGen, you can convert text into environmental sounds.
- Text-to-music Generation: MusicGen brings texts to life by crafting diverse, enchanting melodies based on the provided textual cues.
AI Tutorials
๐ Discover more AudioCraft Tutorials on lablab.ai
AudioCraft Resources
A curated list of libraries and technologies to help you build great projects with AudioCraft.
- Installation Guide: Get started with AudioCraft using the detailed guide on GitHub.
- Models Overview:
- MusicGen - A top-tier controllable text-to-music model.
- AudioGen - A groundbreaking text-to-sound model.
- EnCodec - A high fidelity neural audio codec.
- Multi Band Diffusion - An EnCodec compatible decoder using diffusion.
- API Documentation: Delve deeper into the features, functionalities, and integrations with the detailed API Documentation.
- Meta Intro Article: Understand the technology, its creation, and its capabilities with this Meta Intro Article.
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