samozta/ai-voice-cloning
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Collection of utilities aimed to voice clone through AI The BEST, Local Text-to-Speech Generator - AI Voice Cloning (Tortoise TTS)
109 Commits 1 Branch 0 Tags 546 KiB
Python 91.6%
Jupyter Notebook 4.4%
Shell 2.1%
Batchfile 1.1%
Dockerfile 0.8%
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mrq e859a7c01d experimental multi-gpu training (Linux only, because I can't into batch files)
2023-03-03 04:37:18 +00:00
bin Initial refractor 2023-02-17 00:08:27 +00:00
config just in case 2023-02-17 20:13:00 +00:00
dlas@71cc43e65c added setup script for bitsandbytes-rocm (soon: multi-gpu testing, because I am finally making use of my mispurchased second 6800XT) 2023-03-03 02:58:34 +00:00
models added new training tunable: loss_text_ce_loss weight, added option to specify source model in case you want to finetune a finetuned model (for example, train a Japanese finetune on a large dataset, then finetune for a specific voice, need to truly validate if it produces usable output), some bug fixes that came up for some reason now and not earlier 2023-03-01 01:17:38 +00:00
results Initial refractor 2023-02-17 00:08:27 +00:00
src experimental multi-gpu training (Linux only, because I can't into batch files) 2023-03-03 04:37:18 +00:00
tortoise-tts@a9de016230 added setup script for bitsandbytes-rocm (soon: multi-gpu testing, because I am finally making use of my mispurchased second 6800XT) 2023-03-03 02:58:34 +00:00
training a bit of UI cleanup, import multiple audio files at once, actually shows progress when importing voices, hides audio metadata / latents if no generated settings are detected, preparing datasets shows its progress, saving a training YAML shows a message when done, training now works within the web UI, training output shows to web UI, provided notebook is cleaned up and uses a venv, etc. 2023-02-18 02:07:22 +00:00
voices Initial refractor 2023-02-17 00:08:27 +00:00
.gitignore experimental multi-gpu training (Linux only, because I can't into batch files) 2023-03-03 04:37:18 +00:00
.gitmodules I forgot submodules existed 2023-02-19 21:41:51 +00:00
LICENSE Initial refractor 2023-02-17 00:08:27 +00:00
notebook.ipynb oops 2023-02-24 16:23:30 +00:00
README.md huge success 2023-02-23 06:24:54 +00:00
requirements.txt changed setup scripts to just clone mrq/tortoise-tts and install locally, instead of relying on pip's garbage git-integrations 2023-02-19 05:29:01 +00:00
setup-cuda.bat added button to just load a training set's loss information, added installing broncotc/bitsandbytes-rocm when running setup-rocm.sh 2023-03-02 01:35:12 +00:00
setup-cuda.sh added button to just load a training set's loss information, added installing broncotc/bitsandbytes-rocm when running setup-rocm.sh 2023-03-02 01:35:12 +00:00
setup-directml.bat added button to just load a training set's loss information, added installing broncotc/bitsandbytes-rocm when running setup-rocm.sh 2023-03-02 01:35:12 +00:00
setup-rocm-bnb.sh added setup script for bitsandbytes-rocm (soon: multi-gpu testing, because I am finally making use of my mispurchased second 6800XT) 2023-03-03 02:58:34 +00:00
setup-rocm.sh added setup script for bitsandbytes-rocm (soon: multi-gpu testing, because I am finally making use of my mispurchased second 6800XT) 2023-03-03 02:58:34 +00:00
start.bat added button to just load a training set's loss information, added installing broncotc/bitsandbytes-rocm when running setup-rocm.sh 2023-03-02 01:35:12 +00:00
start.sh I swear I committed forwarding arguments from the start scripts 2023-02-19 15:01:16 +00:00
train.bat added button to just load a training set's loss information, added installing broncotc/bitsandbytes-rocm when running setup-rocm.sh 2023-03-02 01:35:12 +00:00
train.sh experimental multi-gpu training (Linux only, because I can't into batch files) 2023-03-03 04:37:18 +00:00
update-force.bat added setup script for bitsandbytes-rocm (soon: multi-gpu testing, because I am finally making use of my mispurchased second 6800XT) 2023-03-03 02:58:34 +00:00
update-force.sh added button to just load a training set's loss information, added installing broncotc/bitsandbytes-rocm when running setup-rocm.sh 2023-03-02 01:35:12 +00:00
update.bat added button to just load a training set's loss information, added installing broncotc/bitsandbytes-rocm when running setup-rocm.sh 2023-03-02 01:35:12 +00:00
update.sh added button to just load a training set's loss information, added installing broncotc/bitsandbytes-rocm when running setup-rocm.sh 2023-03-02 01:35:12 +00:00

README.md

AI Voice Cloning

This repo/rentry aims to serve as both a foolproof guide for setting up AI voice cloning tools for legitimate, local use on Windows/Linux, as well as a stepping stone for anons that genuinely want to play around with TorToiSe.

Similar to my own findings for Stable Diffusion image generation, this rentry may appear a little disheveled as I note my new findings with TorToiSe. Please keep this in mind if the guide seems to shift a bit or sound confusing.

>Ugh... why bother when I can just abuse 11.AI?

You're more than welcome to, but TorToiSe is shaping up to be a very promising tool, especially with finetuning now on the horizon.

This is not endorsed by neonbjb. I do not expect this to run into any ethical issues, as it seems (like me), this is mostly for making funny haha vidya characters say funny lines.

Documentation

Please consult the wiki for the documentation, including how to install, prepare voices for, and use the software.

Bug Reporting

If you run into any problems, please refer to the issues you may encounter wiki page first. Please don't hesitate to submit an issue.

Changelogs

Below will be a rather-loose changelogss, as I don't think I have a way to chronicle them outside of commit messages:

2023.02.22

  • greatly reduced VRAM consumption through the use of TimDettmers/bitsandbytes
  • cleaned up section of code that handled parsing output from training script
  • added button to reconnect to the training script's output (sometimes skips a line to update, but it's better than nothing)
  • actually update submodules from the update script (somehow forgot to pass --remote)

Before 2023.02.22

Refer to commit logs.