GPT-SoVITS-Infer

This is the inference code of GPT-SoVITS that can be developer-friendly.

Usage Example

Check out the example notebook for a quick start. Or open it in Colab

Prepare the environment

As we all know, the dependencies of an AI project are always a mess. Here is how I prepare the environment for this project:

Conda (Linux)

conda install python=3.10
conda install pytorch=2.1 torchvision torchaudio pytorch-lightning pytorch-cuda=12.1 -c pytorch -c nvidia 
conda install ffmpeg=6.1.1 -c conda-forge

MacOS

brew install ffmpeg
pip3 install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cpu
pip3 install pytorch-lightning
pip3 install GPT-SoVITS-Infer

You can also try to prepare the environment with cpu only options, which should work, but I have not tested it yet.

After the environment is ready, you can install the package by pip:

pip install GPT-SoVITS

I do not add the packages related to torch to the dependencies of GPT-SoVITS-Infer. Check if the environment is ready if things go wrong.

Advanced Usage

GPTSoVITSInference.load_sovits and GPTSoVITSInference.load_gpt: You can load your own fine-tuned model by the methods.
GPTSoVITSInference.set_prompt_audio: Set the prompt audio for the inference.
GPTSoVITSInference.get_tts_wav_stream: Return a generator that yields the audio pieces of the generated audio. It will create a background thread to generate the audio, so you can get the audio pieces while the audio is still being generated.

Release files for GPT-SoVITS-Infer 0.2.8

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for GPT-SoVITS-Infer 0.2.8
File	Size	Uploaded
gpt_sovits_infer-0.2.8.tar.gz	3.3 MB	Jun 25, 2024	Details

Built distribution (wheel)

Table of built distributions (wheels) for GPT-SoVITS-Infer 0.2.8
File	Interpreter	ABI	Platform	Reset
gpt_sovits_infer-0.2.8-py3-none-any.whl 3.4 MB Jun 25, 2024	Python 3	none	any	Details

Total release size: 6.8 MB

Release files / gpt_sovits_infer-0.2.8.tar.gz

Download URL	gpt_sovits_infer-0.2.8.tar.gz
Size	3.3 MB
Tags	Source
SHA-256 checksum How to use checksums	`94a13055645bad24077ba77ebb5846b348545f7f1c1cfeb1157b078669f4919d`
BLAKE2b-256 checksum How to use checksums	`f22af1fafaf62ef13dd50479948945bc080e8c914702833c17238950fd5e818a`
Upload date	Jun 25, 2024
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`pdm/2.15.4 CPython/3.10.13 Linux/5.15.0-112-generic`

Release files / gpt_sovits_infer-0.2.8-py3-none-any.whl

Download URL	gpt_sovits_infer-0.2.8-py3-none-any.whl
Size	3.4 MB
Tags	Python 3
SHA-256 checksum How to use checksums	`fa5a52e274ed99c6cbaaa7e515cd5ff9a39a3a1fd3c2481faf918f6a8260a4a4`
BLAKE2b-256 checksum How to use checksums	`16a456218981996f79f255147f07ea2979d3482ceab513ef454947d0922fc043`
Upload date	Jun 25, 2024
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`pdm/2.15.4 CPython/3.10.13 Linux/5.15.0-112-generic`