wav2vec2 demo update: support different optimizer and lr_schedular, align mdoel, update input type, test=asr

README.md

@@ -157,11 +157,12 @@ Via the easy-to-use, efficient, flexible and scalable implementation, our vision
   - 🧩  *Cascaded models application*: as an extension of the typical traditional audio tasks, we combine the workflows of the aforementioned tasks with other fields like Natural language processing (NLP) and Computer Vision (CV).
 
 ### Recent Update
-- 🔥 2022.11.07: [U2/U2++ C++ High Performance Streaming Asr Deployment](https://github.com/PaddlePaddle/PaddleSpeech/blob/develop/speechx/examples/u2pp_ol/wenetspeech).
+- 🔥 2022.11.18: Add [Wav2vec2 CLI and Demos](https://github.com/PaddlePaddle/PaddleSpeech/blob/develop/demos/speech_ssl), Support ASR and Feature Extraction.
+- 🔥 2022.11.07: [U2/U2++ C++ High Performance Streaming ASR Deployment](https://github.com/PaddlePaddle/PaddleSpeech/blob/develop/speechx/examples/u2pp_ol/wenetspeech).
 - 👑 2022.11.01: Add [Adversarial Loss](https://arxiv.org/pdf/1907.04448.pdf) for [Chinese English mixed TTS](./examples/zh_en_tts/tts3).
 - 🔥 2022.10.26: Add [Prosody Prediction](https://github.com/PaddlePaddle/PaddleSpeech/tree/develop/examples/other/rhy) for TTS.
 - 🎉 2022.10.21: Add [SSML](https://github.com/PaddlePaddle/PaddleSpeech/discussions/2538) for TTS Chinese Text Frontend.
-- 👑 2022.10.11: Add [Wav2vec2ASR](./examples/librispeech/asr3), wav2vec2.0 fine-tuning for ASR on LibriSpeech.
+- 👑 2022.10.11: Add [Wav2vec2ASR-en](./examples/librispeech/asr3), wav2vec2.0 fine-tuning for ASR on LibriSpeech.
 - 🔥 2022.09.26: Add Voice Cloning, TTS finetune, and [ERNIE-SAT](https://arxiv.org/abs/2211.03545) in [PaddleSpeech Web Demo](./demos/speech_web).
 - ⚡ 2022.09.09: Add AISHELL-3 Voice Cloning [example](./examples/aishell3/vc2) with ECAPA-TDNN speaker encoder.
 - ⚡ 2022.08.25: Release TTS [finetune](./examples/other/tts_finetune/tts3) example.

README_cn.md

@@ -164,10 +164,12 @@
 
   
 ### 近期更新
+- 🔥 2022.11.18: 新增 [Wav2vec2 CLI 和 Demos](https://github.com/PaddlePaddle/PaddleSpeech/blob/develop/demos/speech_ssl), 支持 ASR 和 特征提取.
+- 🔥 2022.11.07: [高性能流式 ASR 模型 U2/U2++ C++ 部署](https://github.com/PaddlePaddle/PaddleSpeech/blob/develop/speechx/examples/u2pp_ol/wenetspeech).
 - 👑 2022.11.01: [中英文混合 TTS](./examples/zh_en_tts/tts3) 新增 [Adversarial Loss](https://arxiv.org/pdf/1907.04448.pdf) 模块。
 - 🔥 2022.10.26: TTS 新增[韵律预测](https://github.com/PaddlePaddle/PaddleSpeech/tree/develop/examples/other/rhy)功能。
 - 🎉 2022.10.21: TTS 中文文本前端新增 [SSML](https://github.com/PaddlePaddle/PaddleSpeech/discussions/2538) 功能。
-- 👑 2022.10.11: 新增 [Wav2vec2ASR](./examples/librispeech/asr3), 在 LibriSpeech 上针对 ASR 任务对 wav2vec2.0 的 finetuning。
+- 👑 2022.10.11: 新增 [Wav2vec2ASR-en](./examples/librispeech/asr3), 在 LibriSpeech 上针对 ASR 任务对 wav2vec2.0 的 finetuning。
 - 🔥 2022.09.26: 新增 Voice Cloning, TTS finetune 和 [ERNIE-SAT](https://arxiv.org/abs/2211.03545) 到 [PaddleSpeech 网页应用](./demos/speech_web)。
 - ⚡ 2022.09.09: 新增基于 ECAPA-TDNN 声纹模型的 AISHELL-3 Voice Cloning [示例](./examples/aishell3/vc2)。
 - ⚡ 2022.08.25: 发布 TTS [finetune](./examples/other/tts_finetune/tts3) 示例。

examples/librispeech/asr3/RESULTS.md

@@ -5,4 +5,4 @@ train: Epoch 1, 1*V100-32G, batchsize:10
 
 | Model | Params | Config | Augmentation| Test set | Decode method | WER |  
 | --- | --- | --- | --- | --- | --- | --- |
-| wav2vec2ASR | 302.86 M | conf/wav2vec2ASR.yaml | spec_aug | test-clean | greedy search | 0.018887 |  
+| wav2vec2ASR | 302.86 M | conf/wav2vec2ASR.yaml | spec_aug | test-clean | greedy search | 0.019% |  

paddlespeech/resource/pretrained_models.py

@@ -42,7 +42,7 @@ ssl_dynamic_pretrained_models = {
             'url':
             'https://paddlespeech.bj.bcebos.com/s2t/librispeech/asr3/wav2vec2-large-960h-lv60-self_ckpt_1.3.0.model.tar.gz',
             'md5':
-            'd00de8506ac8e67751419c932fb4d84e',
+            'acc46900680e341e500437aa59193518',
             'cfg_path':
             'model.yaml',
             'ckpt_path':
@@ -58,7 +58,7 @@ ssl_dynamic_pretrained_models = {
             'url':
             'https://paddlespeech.bj.bcebos.com/s2t/librispeech/asr3/wav2vec2ASR-large-960h-librispeech_ckpt_1.3.1.model.tar.gz',
             'md5':
-            'fee083b3463ceaaec960fce84fdba0cd',
+            '71ee652cdae60fc289a467291017b51c',
             'cfg_path':
             'model.yaml',
             'ckpt_path':