AudioGPT: Understanding and Generating Speech, Music, Sound, and Talking Head

We provide our implementation and pretrained models as open source in this repository.

Get Started

Please refer to run.md

Capabilities

Here we list the capability of AudioGPT at this time. More supported models and tasks are coming soon. For prompt examples, refer to asset.

Currently not every model has repository.

Speech

| Task | Supported Foundation Models | Status | |:--------------------------:|:-------------------------------:|:------:| | Text-to-Speech | FastSpeech, SyntaSpeech, VITS | Yes (WIP) | | Style Transfer | GenerSpeech | Yes | | Speech Recognition | whisper, Conformer | Yes | | Speech Enhancement | [ConvTasNet]() | Yes (WIP) | | Speech Separation | TF-GridNet | Yes (WIP) | | Speech Translation | Multi-decoder | WIP | | Mono-to-Binaural | NeuralWarp | Yes |

Sing

| Task | Supported Foundation Models | Status | |:-------------------------:|:-------------------------------:|:------:| | Text-to-Sing | DiffSinger, VISinger | Yes (WIP) |

Audio

| Task | Supported Foundation Models | Status | |:----------------------:|:---------------------------:|:------:| | Text-to-Audio | [Make-An-Audio]() | Yes | | Audio Inpainting | [Make-An-Audio]() | Yes | | Image-to-Audio | [Make-An-Audio]() | Yes | | Sound Detection | Audio-transformer | Yes | | Target Sound Detection | TSDNet | Yes | | Sound Extraction | LASSNet | Yes |

Talking Head

| Task | Supported Foundation Models | Status | |:-------------------------:|:-------------------------------:|:----------:| | Talking Head Synthesis | GeneFace | Yes (WIP) |

Acknowledgement

We appreciate the open source of the following projects:

ESPNet   NATSpeech   Visual ChatGPT   Hugging Face   LangChain   Stable Diffusion