{"repo":"descriptinc/descript-audio-codec","free":true,"listed":false,"github":"https://github.com/descriptinc/descript-audio-codec","clone":"git clone https://github.com/descriptinc/descript-audio-codec.git","description":"State-of-the-art audio codec with 90x compression factor. Supports 44.1kHz, 24kHz, and 16kHz mono/stereo audio.","language":"Python","stars":1843,"topics":["audio","audio-compression","compression-algorithm","deep-learning","pytorch","codec","gans","generative-adversarial-network","residual-vector-quantization"],"license":"MIT","category":"machine-learning","readme_excerpt":"Descript Audio Codec (.dac): High-Fidelity Audio Compression with Improved RVQGAN This repository contains training and inference scripts for the Descript Audio Codec (.dac), a high fidelity general neural audio codec, introduced in the paper titled High-Fidelity Audio Compression with Improved RVQGAN . arXiv Paper: High-Fidelity Audio Compression with Improved RVQGAN 📈 Demo Site ⚙ Model Weights 👉 With Descript Audio Codec, you can compress 44.1 KHz audio into discrete codes at a low 8 kbps bitrate . 🤌 That's approximately 90x compression while maintaining exceptional fidelity and minimizing artifacts. 💪 Our universal model works on all domains (speech, environment, music, etc.), making it widely applicable to generative modeling of all audio. 👌 It can be used as a drop-in replacement for EnCodec for all audio language modeling applications (such as AudioLMs, MusicLMs, MusicGen, etc.) Usage Installation OR Weights Weights are released as part of this repo under MIT license. We release weights for models that can natively support 16 kHz, 24kHz, and 44.1kHz sampling rates. Weights are automatically downloaded when you first run encode or decode command. You can cache them using one of the following commands We provide a Dockerfile that installs all required dependencies for encoding and decoding. The build process caches the default model weights inside the image. This allows the image to be used without an internet connection. Please refer to instructions below. Compress ","default_branch":null,"files":null,"tree":[],"storefront":"/r/descriptinc","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/descriptinc/descript-audio-codec/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}