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

Oct-12-2021, Refector examples code.
Oct-12-2021, Parallel WaveGAN with LJSpeech. Check examples/GANVocoder/parallelwave_gan/ljspeech.
Oct-12-2021, FastSpeech2/FastPitch with LJSpeech. Check examples/fastspeech2/ljspeech.
Sep-14-2021, Reconstruction of TransformerTTS. Check examples/transformer_tts/ljspeech.
Aug-31-2021, Chinese Text Frontend. Check examples/text_frontend.
Aug-23-2021, FastSpeech2/FastPitch with AISHELL-3. Check examples/fastspeech2/aishell3.
Aug-03-2021, FastSpeech2/FastPitch with CSMSC. Check examples/fastspeech2/baker.
Jul-19-2021, SpeedySpeech with CSMSC. Check examples/speedyspeech/baker.
Jul-01-2021, Parallel WaveGAN with CSMSC. Check examples/GANVocoder/parallelwave_gan/baker.
Jul-01-2021, Montreal-Forced-Aligner. Check examples/use_mfa.
May-07-2021, Voice Cloning in Chinese. Check examples/tacotron2_aishell3.

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)

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

SpeedySpeech

speedyspeech_nosil_baker_ckpt_0.5.zip

TransformerTTS

transformer_tts_ljspeech_ckpt_0.4.zip

Tacotron2

Vocoder

WaveFlow

waveflow_ljspeech_ckpt_0.3.zip

Parallel WaveGAN

Voice Cloning

Tacotron2_AISHELL3

tacotron2_aishell3_ckpt_0.3.zip

GE2E

ge2e_ckpt_0.3.zip

License

Parakeet is provided under the Apache-2.0 license.

License

PaddlePaddle/Parakeet

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