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https://github.com/netease-youdao/EmotiVoice
EmotiVoice 😊: a Multi-Voice and Prompt-Controlled TTS Engine
https://github.com/netease-youdao/EmotiVoice
ai deep-learning emotion emotivoice multi-speaker prompt python pytorch speech speech-synthesis style text-to-speech tts
Last synced: about 2 months ago
JSON representation
EmotiVoice 😊: a Multi-Voice and Prompt-Controlled TTS Engine
- Host: GitHub
- URL: https://github.com/netease-youdao/EmotiVoice
- Owner: netease-youdao
- License: apache-2.0
- Created: 2023-11-08T10:15:27.000Z (about 1 year ago)
- Default Branch: main
- Last Pushed: 2024-08-13T10:23:52.000Z (4 months ago)
- Last Synced: 2024-10-16T14:41:41.134Z (about 2 months ago)
- Topics: ai, deep-learning, emotion, emotivoice, multi-speaker, prompt, python, pytorch, speech, speech-synthesis, style, text-to-speech, tts
- Language: Python
- Homepage:
- Size: 3.67 MB
- Stars: 7,341
- Watchers: 63
- Forks: 626
- Open Issues: 113
-
Metadata Files:
- Readme: README.md
- License: LICENSE
- Roadmap: ROADMAP.md
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README
**EmotiVoice** is a powerful and modern open-source text-to-speech engine that is available to you at no cost. EmotiVoice speaks both English and Chinese, and with over 2000 different voices (refer to the [List of Voices](https://github.com/netease-youdao/EmotiVoice/wiki/😊-voice-wiki-page) for details). The most prominent feature is **emotional synthesis**, allowing you to create speech with a wide range of emotions, including happy, excited, sad, angry and others.
An easy-to-use web interface is provided. There is also a scripting interface for batch generation of results.
Here are a few samples that EmotiVoice generates:
- [Chinese audio sample](https://github.com/netease-youdao/EmotiVoice/assets/3909232/6426d7c1-d620-4bfc-ba03-cd7fc046a4fb)
- [English audio sample](https://github.com/netease-youdao/EmotiVoice/assets/3909232/8f272eba-49db-493b-b479-2d9e5a419e26)
- [Fun Chinese English audio sample](https://github.com/netease-youdao/EmotiVoice/assets/3909232/a0709012-c3ef-4182-bb0e-b7a2ba386f1c)
## Demo
A demo is hosted on Replicate, [EmotiVoice](https://replicate.com/bramhooimeijer/emotivoice).
## Hot News
- [x] Tuning voice speed is now supported in 'OpenAI-compatible-TTS API', thanks to [@john9405](https://github.com/john9405). [#90](https://github.com/netease-youdao/EmotiVoice/pull/90) [#67](https://github.com/netease-youdao/EmotiVoice/issues/67) [#77](https://github.com/netease-youdao/EmotiVoice/issues/77)
- [x] [The EmotiVoice app for Mac](https://github.com/netease-youdao/EmotiVoice/releases/download/v0.3/emotivoice-1.0.0-arm64.dmg) was released on December 28th, 2023. Just download and taste EmotiVoice's offerings!
- [x] [The EmotiVoice HTTP API](https://github.com/netease-youdao/EmotiVoice/wiki/HTTP-API) was released on December 6th, 2023. Easier to start, faster to use, and with **over 13,000 free calls**. Additionally, users can explore more captivating voices provided by [Zhiyun](https://ai.youdao.com/).
- [x] [Voice Cloning with your personal data](https://github.com/netease-youdao/EmotiVoice/wiki/Voice-Cloning-with-your-personal-data) has been released on December 13th, 2023, along with [DataBaker Recipe](https://github.com/netease-youdao/EmotiVoice/tree/main/data/DataBaker) and [LJSpeech Recipe](https://github.com/netease-youdao/EmotiVoice/tree/main/data/LJspeech).
## Features under development
- [ ] Support for more languages, such as Japanese and Korean. [#19](https://github.com/netease-youdao/EmotiVoice/issues/19) [#22](https://github.com/netease-youdao/EmotiVoice/issues/22)
EmotiVoice prioritizes community input and user requests. We welcome your feedback!
## Quickstart
### EmotiVoice Docker image
The easiest way to try EmotiVoice is by running the docker image. You need a machine with a NVidia GPU. If you have not done so, set up NVidia container toolkit by following the instructions for [Linux](https://www.server-world.info/en/note?os=Ubuntu_22.04&p=nvidia&f=2) or [Windows WSL2](https://github.com/nyp-sit/it3103/blob/main/nvidia-docker-wsl2.md). Then EmotiVoice can be run with,
```sh
docker run -dp 127.0.0.1:8501:8501 syq163/emoti-voice:latest
```
The Docker image was updated on January 4th, 2024. If you have an older version, please update it by running the following commands:
```sh
docker pull syq163/emoti-voice:latest
docker run -dp 127.0.0.1:8501:8501 -p 127.0.0.1:8000:8000 syq163/emoti-voice:latest
```
Now open your browser and navigate to http://localhost:8501 to start using EmotiVoice's powerful TTS capabilities.
Starting from this version, the 'OpenAI-compatible-TTS API' is now accessible via http://localhost:8000/.
### Full installation
```sh
conda create -n EmotiVoice python=3.8 -y
conda activate EmotiVoice
pip install torch torchaudio
pip install numpy numba scipy transformers soundfile yacs g2p_en jieba pypinyin pypinyin_dict
python -m nltk.downloader "averaged_perceptron_tagger_eng"
```
### Prepare model files
We recommend that users refer to the wiki page [How to download the pretrained model files](https://github.com/netease-youdao/EmotiVoice/wiki/Pretrained-models) if they encounter any issues.
```sh
git lfs install
git lfs clone https://huggingface.co/WangZeJun/simbert-base-chinese WangZeJun/simbert-base-chinese
```
or, you can run:
```sh
git clone https://www.modelscope.cn/syq163/WangZeJun.git
```
### Inference
1. You can download the [pretrained models](https://drive.google.com/drive/folders/1y6Xwj_GG9ulsAonca_unSGbJ4lxbNymM?usp=sharing) by simply running the following command:
```sh
git clone https://www.modelscope.cn/syq163/outputs.git
```
2. The inference text format is `|||`.
- inference text example: `8051|Happy| [IH0] [M] [AA1] [T] engsp4 [V] [OY1] [S] engsp4 [AH0] engsp1 [M] [AH1] [L] [T] [IY0] engsp4 [V] [OY1] [S] engsp1 [AE1] [N] [D] engsp1 [P] [R] [AA1] [M] [P] [T] engsp4 [K] [AH0] [N] [T] [R] [OW1] [L] [D] engsp1 [T] [IY1] engsp4 [T] [IY1] engsp4 [EH1] [S] engsp1 [EH1] [N] [JH] [AH0] [N] . |Emoti-Voice - a Multi-Voice and Prompt-Controlled T-T-S Engine`.
4. You can get phonemes by `python frontend.py data/my_text.txt > data/my_text_for_tts.txt`.
5. Then run:
```sh
TEXT=data/inference/text
python inference_am_vocoder_joint.py \
--logdir prompt_tts_open_source_joint \
--config_folder config/joint \
--checkpoint g_00140000 \
--test_file $TEXT
```
the synthesized speech is under `outputs/prompt_tts_open_source_joint/test_audio`.
1. Or if you just want to use the interactive TTS demo page, run:
```sh
pip install streamlit
streamlit run demo_page.py
```
### OpenAI-compatible-TTS API
Thanks to @lewangdev for adding an OpenAI compatible API [#60](../../issues/60). To set it up, use the following command:
```sh
pip install fastapi pydub uvicorn[standard] pyrubberband
uvicorn openaiapi:app --reload
```
### Wiki page
You may find more information from our [wiki](https://github.com/netease-youdao/EmotiVoice/wiki) page.
## Training
[Voice Cloning with your personal data](https://github.com/netease-youdao/EmotiVoice/wiki/Voice-Cloning-with-your-personal-data) has been released on December 13th, 2023.
## Roadmap & Future work
- Our future plan can be found in the [ROADMAP](./ROADMAP.md) file.
- The current implementation focuses on emotion/style control by prompts. It uses only pitch, speed, energy, and emotion as style factors, and does not use gender. But it is not complicated to change it to style/timbre control.
- Suggestions are welcome. You can file issues or [@ydopensource](https://twitter.com/YDopensource) on twitter.
## WeChat group
Welcome to scan the QR code below and join the WeChat group.
## Credits
- [PromptTTS](https://speechresearch.github.io/prompttts/). The PromptTTS paper is a key basis of this project.
- [LibriTTS](https://www.openslr.org/60/). The LibriTTS dataset is used in training of EmotiVoice.
- [HiFiTTS](https://www.openslr.org/109/). The HiFi TTS dataset is used in training of EmotiVoice.
- [ESPnet](https://github.com/espnet/espnet).
- [WeTTS](https://github.com/wenet-e2e/wetts)
- [HiFi-GAN](https://github.com/jik876/hifi-gan)
- [Transformers](https://github.com/huggingface/transformers)
- [tacotron](https://github.com/keithito/tacotron)
- [KAN-TTS](https://github.com/alibaba-damo-academy/KAN-TTS)
- [StyleTTS](https://github.com/yl4579/StyleTTS)
- [Simbert](https://github.com/ZhuiyiTechnology/simbert)
- [cn2an](https://github.com/Ailln/cn2an). EmotiVoice incorporates cn2an for number processing.
## License
EmotiVoice is provided under the Apache-2.0 License - see the [LICENSE](./LICENSE) file for details.
The interactive page is provided under the [User Agreement](./EmotiVoice_UserAgreement_易魔声用户协议.pdf) file.