diff --git a/README.md b/README.md
index 98451177f..6f83b6b40 100644
--- a/README.md
+++ b/README.md
@@ -8,9 +8,9 @@
@@ -19,8 +19,7 @@


-> Notes: 1.Here place an icon/image as the logo at the beginning like PaddleOCR or PaddleNLP; 2. Is there any idea to add [Parakeet logo](https://github.com/PaddlePaddle/Parakeet/blob/develop/docs/images/logo.png) into this .md document? 3. **It is strongly recommended to refer to [PaddleHub](https://github.com/PaddlePaddle/PaddleHub) documents.**
-
+> Notes: Is there any idea to add [Parakeet logo](https://github.com/PaddlePaddle/Parakeet/blob/develop/docs/images/logo.png) into this .md document?
-- **Text FrontEnd**: Rule based Chinese frontend.
+- **Text FrontEnd**: Rule based *Chinese* frontend.
- **Acoustic Models**: FastSpeech2, SpeedySpeech, TransformerTTS, Tacotron2
- **Vocoders**: Parallel WaveGAN, WaveFlow
- **Voice Cloning**: Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis, GE2E
@@ -89,27 +88,36 @@ Base environment:
Please see the [ASR installation](docs/source/asr/install.md) and [TTS installation](docs/source/tts/install.md) documents for all the alternatives.
-## Getting Started
+## Quick Start
Please see [ASR getting started](docs/source/asr/getting_started.md) ([tiny test](examples/tiny/s0/README.md)) and [TTS Basic Use](/docs/source/tts/basic_usage.md).
-## Example Overview
+## Models List
+
+PaddleSpeech ASR supports a lot of mainstream models. For more information, please refer to [ASRModels](./docs/source/asr/released_model.md).
-| Task | Models | Dataset | Performance Summary | Link |
-| ---- | ---------------- | -------- | ------------------- | ---- |
-| ASR | Ds2 | Aishell | ... | [Ds2 Online Aishell Model](https://deepspeech.bj.bcebos.com/release2.1/aishell/s0/aishell.s0.ds_online.5rnn.debug.tar.gz) |
-| TTS | Parallel WaveGAN | LJSpeech | ... | [parallelwave_gan-ljspeech](https://github.com/PaddlePaddle/Parakeet/tree/develop/examples/GANVocoder/parallelwave_gan/ljspeech) |
+PaddleSpeech TTS mainly contains three modules: *Text Frontend*, *Acoustic Model* and *Vocoder*. Models for each are listed as follow:
+| Type | Dataset | Model Type | Link |
+| --------------------- | --------- | --------------------- | --------------------------------------------------------------------------------------------------------------------- |
+| Vocoder | LJSpeech | Parallel WaveGAN | [pwGAN-ljspeech](https://github.com/PaddlePaddle/Parakeet/tree/develop/examples/GANVocoder/parallelwave_gan/ljspeech) |
+| Vocoder | CSMSC | Parallel WaveGAN | [pwGAN-csmsc](https://github.com/PaddlePaddle/Parakeet/tree/develop/examples/GANVocoder/parallelwave_gan/baker) |
+| Vocoder | LJSpeech | WaveFlow | [waveflow-ljspeech](https://github.com/PaddlePaddle/Parakeet/tree/develop/examples/waveflow) |
+| Acoustic Model | LJSpeech | FastSpeech2/FastPitch | [fastspeech2-ljspeech](https://github.com/PaddlePaddle/Parakeet/blob/develop/examples/fastspeech2/ljspeech) |
+| Acoustic Model | LJSpeech | TransformerTTS | [transformer-ljspeech](https://github.com/PaddlePaddle/Parakeet/tree/develop/examples/transformer_tts/ljspeech) |
+| Acoustic Model | AISHELL-3 | FastSpeech2/FastPitch | [fastspeech2-aishell3](https://github.com/PaddlePaddle/Parakeet/tree/develop/examples/fastspeech2/aishell3) |
+| Acoustic Model | CSMSC | FastSpeech2/FastPitch | [fastspeech2-csmsc](https://github.com/PaddlePaddle/Parakeet/tree/develop/examples/fastspeech2/baker) |
+| Acoustic Model | CSMSC | Speedyspeech | [speedyspeech-csmsc](https://github.com/PaddlePaddle/Parakeet/tree/develop/examples/speedyspeech/baker) |
+| Chinese Text Frontend | BZNSYP | g2p | [chinese-fronted](https://github.com/PaddlePaddle/Parakeet/tree/develop/examples/text_frontend) |
-For more detailed description, please refer to [ASR released models](docs/source/asr/released_model.md) and [TTS released models](docs/source/tts/released_models.md)
+## Tutorials
-## Guidelines of Pipeline
+More background information for ASR, please refer to:
* [Data Prepration](docs/source/asr/data_preparation.md)
* [Data Augmentation](docs/source/asr/augmentation.md)
@@ -117,6 +125,8 @@ For more detailed description, please refer to [ASR released models](docs/source
* [Benchmark](docs/source/asr/benchmark.md)
* [Relased Model](docs/source/asr/released_model.md)
+For TTS, [TTS Document](https://paddleparakeet.readthedocs.io/en/latest/) is a good guideline.
+
## FAQ and Contributing
@@ -132,6 +142,6 @@ DeepSpeech is provided under the [Apache-2.0 License](./LICENSE).
DeepSpeech depends on many open source repos. See [References](docs/source/asr/reference.md) for more information.
- **Updates on 2021/10/20**: This [README.md](README.md) outline is not completed, especially *from section **Getting Started***. Besides, this document needs to be further adjusted with reference to PaddleHub.
+ **Updates on 2021/10/21**: This [README.md](README.md) outline is not completed, especially *from section **Quick Start***.