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About the developer

PaddlePaddle
481 Stars 68 Forks Other 736 Commits 5 Opened issues

Description

PAddle PARAllel text-to-speech toolKIT (supporting Tacotron2, Transformer TTS, FastSpeech2/FastPitch, SpeedySpeech, WaveFlow and Parallel WaveGAN)

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Contributors list

Parakeet has moved to PaddleSpeech, this repo will not update anymore, you can open issues of Parakeet in PaddleSpeech

Parakeet

Parakeet aims to provide a flexible, efficient and state-of-the-art text-to-speech toolkit for the open-source community. It is built on PaddlePaddle dynamic graph and includes many influential TTS models.


News

Overview

In order to facilitate exploiting the existing TTS models directly and developing the new ones, Parakeet selects typical models and provides their reference implementations in PaddlePaddle. Further more, Parakeet abstracts the TTS pipeline and standardizes the procedure of data preprocessing, common modules sharing, model configuration, and the process of training and synthesis. The models supported here include Text FrontEnd, end-to-end Acoustic models and Vocoders:

Setup

It's difficult to install some dependent libraries for this repo in Windows system, we recommend that you DO NOT use Windows system, please use

Linux
.

Make sure the library

libsndfile1
is installed, e.g., on Ubuntu.
sudo apt-get install libsndfile1

Install PaddlePaddle

See install for more details. This repo requires PaddlePaddle 2.1.2 or above.

Install Parakeet

git clone https://github.com/PaddlePaddle/Parakeet
cd Parakeet
pip install -e .

If some python dependent packages cannot be installed successfully, you can run the following script first. (replace

python3.6
with your own python version)
bash
sudo apt install -y python3.6-dev

See install for more details.

Examples

Entries to the introduction, and the launch of training and synthsis for different example models:

Audio samples

TTS models (Acoustic Model + Neural Vocoder)

Check our website for audio sampels.

Released Model

Acoustic Model

FastSpeech2/FastPitch

  1. fastspeech2nosilbakerckpt0.4.zip
  2. fastspeech2nosilaishell3ckpt0.4.zip
  3. fastspeech2nosilljspeechckpt0.5.zip

SpeedySpeech

  1. speedyspeechnosilbakerckpt0.5.zip

TransformerTTS

  1. transformerttsljspeechckpt0.4.zip

Tacotron2

  1. tacotron2ljspeechckpt_0.3.zip
  2. tacotron2ljspeechckpt0.3alternative.zip

Vocoder

WaveFlow

  1. waveflowljspeechckpt_0.3.zip

Parallel WaveGAN

  1. pwgbakerckpt_0.4.zip
  2. pwgljspeechckpt_0.5.zip

Voice Cloning

Tacotron2_AISHELL3

  1. tacotron2aishell3ckpt_0.3.zip

GE2E

  1. ge2eckpt0.3.zip

License

Parakeet is provided under the Apache-2.0 license.

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