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Add importables + Gradio GUI #78

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Add importables + Gradio GUI #78

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fakerybakery
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@fakerybakery fakerybakery commented Nov 24, 2023 •
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Please see updated README for details. Requested by multiple people.

Note: I will be updating the HF space more often since I have direct push access, but I'll try to make PRs occasionally to keep it up-to-date

Python API

You can now use StyleTTS 2 directly in your programs! A pip-compatible package is coming soon.

Multi-Speaker Inference:

from scipy.io.wavfile import write
import msinference
text = 'Hello world!'
voice = msinference.compute_style('voice.wav')
wav = msinference.inference(text, voice, alpha=0.3, beta=0.7, diffusion_steps=7, embedding_scale=1)
write('result.wav', 24000, wav)

LJSpeech Inference:

from scipy.io.wavfile import write
import ljinference
text = 'Hello world!'
noise = torch.randn(1,1,256).to('cuda' if torch.cuda.is_available() else 'cpu')
wav = ljinference.inference(text, noise, diffusion_steps=7, embedding_scale=1)
write('result.wav', 24000, wav)

For longer text, you can help implement #54 or use Tortoise TTS for splitting:

from tortoise.utils.text import split_and_recombine_text
import numpy as np
from scipy.io.wavfile import write
import msinference
text = 'Long text here...'
texts = split_and_recombine_text(text)
audios = []
voice = msinference.compute_style('voice.wav')
for t in progress.tqdm(texts):
    audios.append(styletts2importable.inference(t, voice, alpha=0.3, beta=0.7, diffusion_steps=7, embedding_scale=1))
write('result.wav', 24000, np.concatenate(audios))

GUI

You can run inference (finetuning coming soon) on a GUI based on the online demo powered by Gradio.

python app.py

NOTE: Only the multi-speaker tab supports long-text currently.

Note: the online demo will be updated more frequently as changes are pushed directly to it (rather than through PRs). If you would like to use the latest (potentially unstable) version, use Docker:

docker run -it -p 7860:7860 --platform=linux/amd64 --gpus all registry.hf.space/styletts2-styletts2:latest python app.py
``

@yl4579
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yl4579 commented Nov 24, 2023

I just found this PR contains phonemizer, so it will make this repo non-MIT. I'm not sure if this is okay or would it be better to make a new repo and I can add it to the README instead?

@fakerybakery
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Yeah, I would hate this repo to be non-MIT. How about I'll maintain a fork and try to keep it synced, and can you link to the fork? I'll add you as a contributor to the fork. Is that ok?

@yl4579
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yl4579 commented Nov 24, 2023

I think I can add a link to the package and let the users decide whether to install it or not.

@fakerybakery
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fakerybakery commented Nov 24, 2023 •
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OK! I'm going to start maintaining this fork instead. I'll add you as an admin to the fork.

@fakerybakery fakerybakery closed this by deleting the head repository Nov 24, 2023
@yl4579 yl4579 mentioned this pull request Nov 27, 2023
Open
Akito-UzukiP added a commit to Akito-UzukiP/StyleTTS2 that referenced this pull request Jan 13, 2024
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* Create tokenizer_config.json

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* Update infer.py and webui.py.  Supports loading and inference models of 1.1.1 version. (yl4579#66)

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* 更新，修正bug (yl4579#121)

* Feat: Update infer.py preprocess_text.py server_fastapi.py.

* Fix resample.py. Maintain same directory structure in out_dir as in_dir.

* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* Update resample.py

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

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Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>

* Update server_fastapi.py to no-emo ver

* Update config.py, no emo config

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Co-authored-by: Stardust·减 <star_dust_chen@foxmail.com>
Co-authored-by: Stardust-minus <Stardust-minus@users.noreply.github.com>

* Update train_ms.py

* Update latest version info (yl4579#124)

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@fakerybakery @yl4579