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https://github.com/shibing624/parrots

Automatic Speech Recognition(ASR), Text-To-Speech(TTS) engine. 中英语音识别、多角色语音合成，支持多语言，准确率高
https://github.com/shibing624/parrots

chinese-speech-recognition chinese-speech-synthesis parrot pinyin2hanzi speech-recognition text-to-speech-python3 tts

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Automatic Speech Recognition(ASR), Text-To-Speech(TTS) engine. 中英语音识别、多角色语音合成，支持多语言，准确率高

Host: GitHub
URL: https://github.com/shibing624/parrots
Owner: shibing624
License: apache-2.0
Created: 2018-08-26T09:12:09.000Z (about 6 years ago)
Default Branch: master
Last Pushed: 2024-03-10T09:11:12.000Z (6 months ago)
Last Synced: 2024-07-25T17:30:29.783Z (about 2 months ago)
Topics: chinese-speech-recognition, chinese-speech-synthesis, parrot, pinyin2hanzi, speech-recognition, text-to-speech-python3, tts
Language: Python
Homepage:
Size: 12.2 MB
Stars: 455
Watchers: 12
Forks: 83
Open Issues: 7
Metadata Files:
- Readme: README.md
- License: LICENSE

Awesome Lists containing this project

README

        [**🇨🇳中文**](https://github.com/shibing624/parrots/blob/master/README.md) | [**🌐English**](https://github.com/shibing624/parrots/blob/master/README_EN.md) | [**📖文档/Docs**](https://github.com/shibing624/parrots/wiki) | [**🤖模型/Models**](https://huggingface.co/shibing624) 



    

    

    

    


    


     Online Demo 

    


    



-----------------

# Parrots: ASR and TTS toolkit

[![PyPI version](https://badge.fury.io/py/parrots.svg)](https://badge.fury.io/py/parrots)

[![Downloads](https://static.pepy.tech/badge/parrots)](https://pepy.tech/project/parrots)

[![Contributions welcome](https://img.shields.io/badge/contributions-welcome-brightgreen.svg)](CONTRIBUTING.md)

[![GitHub contributors](https://img.shields.io/github/contributors/shibing624/parrots.svg)](https://github.com/shibing624/parrots/graphs/contributors)

[![License Apache 2.0](https://img.shields.io/badge/license-Apache%202.0-blue.svg)](LICENSE)

[![python_vesion](https://img.shields.io/badge/Python-3.7%2B-green.svg)](requirements.txt)

[![GitHub issues](https://img.shields.io/github/issues/shibing624/parrots.svg)](https://github.com/shibing624/parrots/issues)

[![Wechat Group](https://img.shields.io/badge/wechat-group-green.svg?logo=wechat)](#Contact)

## Introduction

Parrots, Automatic Speech Recognition(**ASR**), Text-To-Speech(**TTS**) toolkit, support Chinese, English, Japanese, etc.

**parrots**实现了语音识别和语音合成模型一键调用，开箱即用，支持中英文。

## Features

1. ASR：基于`distilwhisper`实现的中文语音识别（ASR）模型，支持中、英等多种语言

2. TTS：基于`GPT-SoVITS`训练的语音合成（TTS）模型，支持中、英、日等多种语言

## Install

```shell

pip install torch # or conda install pytorch

pip install -r requirements.txt

pip install parrots

```

or

```shell

pip install torch # or conda install pytorch

git clone https://github.com/shibing624/parrots.git

cd parrots

python setup.py install

```

## Demo

- Offical Demo: https://www.mulanai.com/product/tts/

- HuggingFace Demo: https://huggingface.co/spaces/shibing624/parrots



run example: [examples/tts_gradio_demo.py](https://github.com/shibing624/parrots/blob/master/examples/tts_gradio_demo.py) to see the demo:

```shell

python examples/tts_gradio_demo.py

```

## Usage

### ASR(Speech Recognition)

example: [examples/demo_asr.py](https://github.com/shibing624/parrots/blob/master/examples/demo_asr.py)

```python

import os

import sys

sys.path.append('..')

from parrots import SpeechRecognition

pwd_path = os.path.abspath(os.path.dirname(__file__))

if __name__ == '__main__':

    m = SpeechRecognition()

    r = m.recognize_speech_from_file(os.path.join(pwd_path, 'tushuguan.wav'))

    print('[提示] 语音识别结果：', r)

```

output:

```

{'text': '北京图书馆'}

```

### TTS(Speech Synthesis)

example: [examples/demo_tts.py](https://github.com/shibing624/parrots/blob/master/examples/demo_tts.py)

```python

import sys

sys.path.append('..')

import parrots

from parrots import TextToSpeech

parrots_path = parrots.__path__[0]

sys.path.append(parrots_path)

m = TextToSpeech(

    speaker_model_path="shibing624/parrots-gpt-sovits-speaker-maimai",

    speaker_name="MaiMai",

)

m.predict(

    text="你好，欢迎来北京。welcome to the city.",

    text_language="auto",

    output_path="output_audio.wav"

)

```

output:

```

Save audio to output_audio.wav

```

### 命令行模式（CLI）

支持通过命令行方式执行ARS和TTS任务，代码：[cli.py](https://github.com/shibing624/parrots/blob/master/parrots/cli.py)

```

> parrots -h                                    

NAME

    parrots

SYNOPSIS

    parrots COMMAND

COMMANDS

    COMMAND is one of the following:

     asr

       Entry point of asr, recognize speech from file

     tts

       Entry point of tts, generate speech audio from text

```

run：

```shell

pip install parrots -U

# asr example

parrots asr -h

parrots asr examples/tushuguan.wav

# tts example

parrots tts -h

parrots tts "你好，欢迎来北京。welcome to the city." output_audio.wav

```

- `asr`、`tts`是二级命令，asr是语音识别，tts是语音合成，默认使用的模型是中文模型

- 各二级命令使用方法见`parrots asr -h`

- 上面示例中`examples/tushuguan.wav`是`asr`方法的`audio_file_path`参数，输入的音频文件（required）

## Release Models

### ASR

- [BELLE-2/Belle-distilwhisper-large-v2-zh](https://huggingface.co/BELLE-2/Belle-distilwhisper-large-v2-zh)

### TTS

- [shibing624/parrots-gpt-sovits-speaker](https://huggingface.co/shibing624/parrots-gpt-sovits-speaker)

| speaker name | 说话人名 | character | 角色特点 | language | 语言 |

|--|--|--|--|--|--|

| KuileBlanc | 葵·勒布朗 | lady | 标准美式女声 | en | 英 |

| LongShouRen | 龙守仁 | gentleman | 标准美式男声 | en | 英 |

| MaiMai | 卖卖| singing female anchor | 唱歌女主播声 | zh | 中 |

| XingTong | 星瞳 | singing ai girl | 活泼女声 | zh | 中 |

| XuanShen | 炫神 | game male anchor | 游戏男主播声 | zh | 中 |

| KusanagiNene | 草薙寧々 | loli | 萝莉女学生声 | ja | 日 |

- [shibing624/parrots-gpt-sovits-speaker-maimai](https://huggingface.co/shibing624/parrots-gpt-sovits-speaker-maimai)

| speaker name | 说话人名 | character | 角色特点 | language | 语言 |

|--|--|--|--|--|--|

| MaiMai | 卖卖| singing female anchor | 唱歌女主播声 | zh | 中 |

## Contact

- Issue(建议)：[![GitHub issues](https://img.shields.io/github/issues/shibing624/parrots.svg)](https://github.com/shibing624/parrots/issues)

- 邮件我：xuming: [email protected]

- 微信我：加我*微信号：xuming624*, 进Python-NLP交流群，备注：*姓名-公司名-NLP*



## Citation

如果你在研究中使用了parrots，请按如下格式引用：

```latex

@misc{parrots,

  title={parrots: ASR and TTS Tool},

  author={Ming Xu},

  year={2024},

  howpublished={\url{https://github.com/shibing624/parrots}},

}

```

## License

授权协议为 [The Apache License 2.0](/LICENSE)，可免费用做商业用途。请在产品说明中附加parrots的链接和授权协议。

## Contribute

项目代码还很粗糙，如果大家对代码有所改进，欢迎提交回本项目，在提交之前，注意以下两点：

 - 在`tests`添加相应的单元测试

 - 使用`python -m pytest`来运行所有单元测试，确保所有单测都是通过的

之后即可提交PR。

## Reference

#### ASR(Speech Recognition)

- [EAT: Enhanced ASR-TTS for Self-supervised Speech Recognition](https://arxiv.org/abs/2104.07474)

- [PaddlePaddle/PaddleSpeech](https://github.com/PaddlePaddle/PaddleSpeech)

- [NVIDIA/NeMo](https://github.com/NVIDIA/NeMo)

#### TTS(Speech Synthesis)

- [coqui-ai/TTS](https://github.com/coqui-ai/TTS)

- [keonlee9420/Expressive-FastSpeech2](https://github.com/keonlee9420/Expressive-FastSpeech2)

- [TensorSpeech/TensorflowTTS](https://github.com/TensorSpeech/TensorflowTTS)

- [RVC-Boss/GPT-SoVITS](https://github.com/RVC-Boss/GPT-SoVITS)