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@ -12,7 +12,7 @@
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安装 PaddleSpeech 的详细过程请看 [安装文档](https://github.com/PaddlePaddle/PaddleSpeech/blob/develop/docs/source/install.md)。
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推荐使用 **paddlepaddle 2.2.1** 或以上版本。
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你可以从medium,hard 两中方式中选择一种方式安装 PaddleSpeech。
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你可以从medium,hard 两种方式中选择一种方式安装 PaddleSpeech。
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### 2. 准备配置文件
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@ -26,8 +26,6 @@
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* conformer: `conf/ws_conformer_application.yaml`
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目前服务集成的模型有: DeepSpeech2和conformer模型。
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这个 ASR client 的输入应该是一个 WAV 文件(`.wav`),并且采样率必须与模型的采样率相同。
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@ -40,7 +38,7 @@ wget -c https://paddlespeech.bj.bcebos.com/PaddleAudio/zh.wav
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- 命令行 (推荐使用)
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```bash
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# 启动服务
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# 在 PaddleSpeech/demos/streaming_asr_server 目录启动服务
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paddlespeech_server start --config_file ./conf/ws_conformer_application.yaml
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```
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@ -120,6 +118,7 @@ wget -c https://paddlespeech.bj.bcebos.com/PaddleAudio/zh.wav
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- Python API
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```python
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# 在 PaddleSpeech/demos/streaming_asr_server 目录
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from paddlespeech.server.bin.paddlespeech_server import ServerExecutor
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server_executor = ServerExecutor()
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@ -195,185 +194,6 @@ wget -c https://paddlespeech.bj.bcebos.com/PaddleAudio/zh.wav
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### 4. ASR 客户端使用方法
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#### 4.1 使用`paddlespeech_client asr `
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**注意:** 初次使用客户端时响应时间会略长
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- 命令行 (推荐使用)
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```
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# 使用 paddlespecch_asr 需要指定传入协议为 websocket
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paddlespeech_client asr --server_ip 127.0.0.1 --port 8090 --input ./zh.wav --protocol websocket
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```
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使用帮助:
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```bash
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paddlespeech_client asr help
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```
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参数:
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- `server_ip`: 服务端ip地址,默认: 127.0.0.1。
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- `port`: 服务端口,默认: 8090。
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- `input`(必须输入): 用于识别的音频文件。
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- `sample_rate`: 音频采样率,默认值:16000。
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- `lang`: 模型语言,默认值:zh_cn。
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- `audio_format`: 音频格式,默认值:wav。
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- `protocol` 指定客户端和服务端之间服务的协议。在流式识别中必须指定 websocket。
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- `punc.server_ip` 标点预测服务的ip。默认是None。
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- `punc.server_port` 标点预测服务的端口port。默认是None。
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输出:
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```bash
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[2022-04-21 15:59:03,904] [ INFO] - receive msg={"status": "ok", "signal": "server_ready"}
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[2022-04-21 15:59:03,960] [ INFO] - receive msg={'asr_results': ''}
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[2022-04-21 15:59:03,973] [ INFO] - receive msg={'asr_results': ''}
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[2022-04-21 15:59:03,987] [ INFO] - receive msg={'asr_results': ''}
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[2022-04-21 15:59:04,000] [ INFO] - receive msg={'asr_results': ''}
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[2022-04-21 15:59:04,012] [ INFO] - receive msg={'asr_results': ''}
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[2022-04-21 15:59:04,024] [ INFO] - receive msg={'asr_results': ''}
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[2022-04-21 15:59:04,036] [ INFO] - receive msg={'asr_results': ''}
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[2022-04-21 15:59:04,047] [ INFO] - receive msg={'asr_results': ''}
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[2022-04-21 15:59:04,607] [ INFO] - receive msg={'asr_results': ''}
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[2022-04-21 15:59:04,620] [ INFO] - receive msg={'asr_results': ''}
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[2022-04-21 15:59:04,633] [ INFO] - receive msg={'asr_results': ''}
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[2022-04-21 15:59:04,645] [ INFO] - receive msg={'asr_results': ''}
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[2022-04-21 15:59:04,657] [ INFO] - receive msg={'asr_results': ''}
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[2022-04-21 15:59:04,669] [ INFO] - receive msg={'asr_results': ''}
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[2022-04-21 15:59:04,680] [ INFO] - receive msg={'asr_results': ''}
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[2022-04-21 15:59:05,176] [ INFO] - receive msg={'asr_results': '我认为跑'}
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[2022-04-21 15:59:05,185] [ INFO] - receive msg={'asr_results': '我认为跑'}
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[2022-04-21 15:59:05,192] [ INFO] - receive msg={'asr_results': '我认为跑'}
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[2022-04-21 15:59:05,200] [ INFO] - receive msg={'asr_results': '我认为跑'}
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[2022-04-21 15:59:05,208] [ INFO] - receive msg={'asr_results': '我认为跑'}
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[2022-04-21 15:59:05,216] [ INFO] - receive msg={'asr_results': '我认为跑'}
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[2022-04-21 15:59:05,224] [ INFO] - receive msg={'asr_results': '我认为跑'}
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[2022-04-21 15:59:05,232] [ INFO] - receive msg={'asr_results': '我认为跑'}
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[2022-04-21 15:59:05,724] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的'}
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[2022-04-21 15:59:05,732] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的'}
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[2022-04-21 15:59:05,740] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的'}
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[2022-04-21 15:59:05,747] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的'}
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[2022-04-21 15:59:05,755] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的'}
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[2022-04-21 15:59:05,763] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的'}
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[2022-04-21 15:59:05,770] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的'}
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[2022-04-21 15:59:06,271] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是'}
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[2022-04-21 15:59:06,279] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是'}
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[2022-04-21 15:59:06,287] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是'}
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[2022-04-21 15:59:06,294] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是'}
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[2022-04-21 15:59:06,302] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是'}
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[2022-04-21 15:59:06,310] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是'}
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[2022-04-21 15:59:06,318] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是'}
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[2022-04-21 15:59:06,326] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是'}
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[2022-04-21 15:59:06,833] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给'}
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[2022-04-21 15:59:06,842] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给'}
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[2022-04-21 15:59:06,850] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给'}
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[2022-04-21 15:59:06,858] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给'}
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[2022-04-21 15:59:06,866] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给'}
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[2022-04-21 15:59:06,874] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给'}
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[2022-04-21 15:59:06,882] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给'}
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[2022-04-21 15:59:07,400] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给我带来了'}
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[2022-04-21 15:59:07,408] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给我带来了'}
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[2022-04-21 15:59:07,416] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给我带来了'}
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[2022-04-21 15:59:07,424] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给我带来了'}
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[2022-04-21 15:59:07,432] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给我带来了'}
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[2022-04-21 15:59:07,440] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给我带来了'}
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[2022-04-21 15:59:07,447] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给我带来了'}
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[2022-04-21 15:59:07,455] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给我带来了'}
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[2022-04-21 15:59:07,984] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给我带来了身体健康'}
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[2022-04-21 15:59:07,992] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给我带来了身体健康'}
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[2022-04-21 15:59:08,001] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给我带来了身体健康'}
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[2022-04-21 15:59:08,008] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给我带来了身体健康'}
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[2022-04-21 15:59:08,016] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给我带来了身体健康'}
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[2022-04-21 15:59:08,024] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给我带来了身体健康'}
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[2022-04-21 15:59:12,883] [ INFO] - final receive msg={'status': 'ok', 'signal': 'finished', 'asr_results': '我认为跑步最重要的就是给我带来了身体健康'}
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[2022-04-21 15:59:12,884] [ INFO] - 我认为跑步最重要的就是给我带来了身体健康
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[2022-04-21 15:59:12,884] [ INFO] - Response time 9.051567 s.
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```
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- Python API
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```python
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from paddlespeech.server.bin.paddlespeech_client import ASRClientExecutor
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import json
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asrclient_executor = ASRClientExecutor()
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res = asrclient_executor(
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input="./zh.wav",
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server_ip="127.0.0.1",
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port=8090,
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sample_rate=16000,
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lang="zh_cn",
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audio_format="wav",
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protocol="websocket")
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print(res)
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```
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输出:
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|
```bash
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[2022-04-21 15:59:03,904] [ INFO] - receive msg={"status": "ok", "signal": "server_ready"}
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[2022-04-21 15:59:03,960] [ INFO] - receive msg={'asr_results': ''}
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[2022-04-21 15:59:03,973] [ INFO] - receive msg={'asr_results': ''}
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[2022-04-21 15:59:03,987] [ INFO] - receive msg={'asr_results': ''}
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[2022-04-21 15:59:04,000] [ INFO] - receive msg={'asr_results': ''}
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[2022-04-21 15:59:04,012] [ INFO] - receive msg={'asr_results': ''}
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|
[2022-04-21 15:59:04,024] [ INFO] - receive msg={'asr_results': ''}
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[2022-04-21 15:59:04,036] [ INFO] - receive msg={'asr_results': ''}
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[2022-04-21 15:59:04,047] [ INFO] - receive msg={'asr_results': ''}
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|
[2022-04-21 15:59:04,607] [ INFO] - receive msg={'asr_results': ''}
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|
[2022-04-21 15:59:04,620] [ INFO] - receive msg={'asr_results': ''}
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|
[2022-04-21 15:59:04,633] [ INFO] - receive msg={'asr_results': ''}
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|
[2022-04-21 15:59:04,645] [ INFO] - receive msg={'asr_results': ''}
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|
|
[2022-04-21 15:59:04,657] [ INFO] - receive msg={'asr_results': ''}
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|
|
[2022-04-21 15:59:04,669] [ INFO] - receive msg={'asr_results': ''}
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|
[2022-04-21 15:59:04,680] [ INFO] - receive msg={'asr_results': ''}
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[2022-04-21 15:59:05,176] [ INFO] - receive msg={'asr_results': '我认为跑'}
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[2022-04-21 15:59:05,185] [ INFO] - receive msg={'asr_results': '我认为跑'}
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|
|
|
[2022-04-21 15:59:05,192] [ INFO] - receive msg={'asr_results': '我认为跑'}
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|
[2022-04-21 15:59:05,200] [ INFO] - receive msg={'asr_results': '我认为跑'}
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|
|
|
[2022-04-21 15:59:05,208] [ INFO] - receive msg={'asr_results': '我认为跑'}
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|
|
[2022-04-21 15:59:05,216] [ INFO] - receive msg={'asr_results': '我认为跑'}
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|
|
[2022-04-21 15:59:05,224] [ INFO] - receive msg={'asr_results': '我认为跑'}
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|
[2022-04-21 15:59:05,232] [ INFO] - receive msg={'asr_results': '我认为跑'}
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[2022-04-21 15:59:05,724] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的'}
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|
[2022-04-21 15:59:05,732] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的'}
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[2022-04-21 15:59:05,740] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的'}
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|
[2022-04-21 15:59:05,747] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的'}
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[2022-04-21 15:59:05,755] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的'}
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|
[2022-04-21 15:59:05,763] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的'}
|
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|
[2022-04-21 15:59:05,770] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的'}
|
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|
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|
[2022-04-21 15:59:06,271] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是'}
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[2022-04-21 15:59:06,279] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是'}
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[2022-04-21 15:59:06,287] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是'}
|
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|
[2022-04-21 15:59:06,294] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是'}
|
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|
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|
[2022-04-21 15:59:06,302] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是'}
|
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|
[2022-04-21 15:59:06,310] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是'}
|
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[2022-04-21 15:59:06,318] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是'}
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[2022-04-21 15:59:06,326] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是'}
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[2022-04-21 15:59:06,833] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给'}
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[2022-04-21 15:59:06,842] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给'}
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[2022-04-21 15:59:06,850] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给'}
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[2022-04-21 15:59:06,858] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给'}
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[2022-04-21 15:59:06,866] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给'}
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[2022-04-21 15:59:06,874] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给'}
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[2022-04-21 15:59:06,882] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给'}
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|
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[2022-04-21 15:59:07,400] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给我带来了'}
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[2022-04-21 15:59:07,408] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给我带来了'}
|
|
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[2022-04-21 15:59:07,416] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给我带来了'}
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[2022-04-21 15:59:07,424] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给我带来了'}
|
|
|
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[2022-04-21 15:59:07,432] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给我带来了'}
|
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|
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[2022-04-21 15:59:07,440] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给我带来了'}
|
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[2022-04-21 15:59:07,447] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给我带来了'}
|
|
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[2022-04-21 15:59:07,455] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给我带来了'}
|
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|
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[2022-04-21 15:59:07,984] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给我带来了身体健康'}
|
|
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[2022-04-21 15:59:07,992] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给我带来了身体健康'}
|
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[2022-04-21 15:59:08,001] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给我带来了身体健康'}
|
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|
|
|
[2022-04-21 15:59:08,008] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给我带来了身体健康'}
|
|
|
|
|
[2022-04-21 15:59:08,016] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给我带来了身体健康'}
|
|
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|
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[2022-04-21 15:59:08,024] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给我带来了身体健康'}
|
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[2022-04-21 15:59:12,883] [ INFO] - final receive msg={'status': 'ok', 'signal': 'finished', 'asr_results': '我认为跑步最重要的就是给我带来了身体健康'}
|
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[2022-04-21 15:59:12,884] [ INFO] - 我认为跑步最重要的就是给我带来了身体健康
|
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```
|
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#### 4.2 使用 `paddlespeech_client asr_online`
|
|
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|
|
**注意:** 初次使用客户端时响应时间会略长
|
|
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|
|
- 命令行 (推荐使用)
|
|
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|
|
```
|
|
|
|
@ -394,7 +214,6 @@ wget -c https://paddlespeech.bj.bcebos.com/PaddleAudio/zh.wav
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|
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|
|
- `sample_rate`: 音频采样率,默认值:16000。
|
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|
- `lang`: 模型语言,默认值:zh_cn。
|
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|
|
- `audio_format`: 音频格式,默认值:wav。
|
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|
|
- `protocol` 指定客户端和服务端之间服务的协议。在流式识别中必须指定 websocket。
|
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|
|
- `punc.server_ip` 标点预测服务的ip。默认是None。
|
|
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|
|
- `punc.server_port` 标点预测服务的端口port。默认是None。
|
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|
|
@ -468,18 +287,16 @@ wget -c https://paddlespeech.bj.bcebos.com/PaddleAudio/zh.wav
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|
|
- Python API
|
|
|
|
|
```python
|
|
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|
|
from paddlespeech.server.bin.paddlespeech_client import ASRClientExecutor
|
|
|
|
|
import json
|
|
|
|
|
from paddlespeech.server.bin.paddlespeech_client import ASROnlineClientExecutor
|
|
|
|
|
|
|
|
|
|
asrclient_executor = ASRClientExecutor()
|
|
|
|
|
asrclient_executor = ASROnlineClientExecutor()
|
|
|
|
|
res = asrclient_executor(
|
|
|
|
|
input="./zh.wav",
|
|
|
|
|
server_ip="127.0.0.1",
|
|
|
|
|
port=8090,
|
|
|
|
|
sample_rate=16000,
|
|
|
|
|
lang="zh_cn",
|
|
|
|
|
audio_format="wav",
|
|
|
|
|
protocol="websocket")
|
|
|
|
|
audio_format="wav")
|
|
|
|
|
print(res)
|
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|
|
|
```
|
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|
|
|
@ -546,5 +363,4 @@ wget -c https://paddlespeech.bj.bcebos.com/PaddleAudio/zh.wav
|
|
|
|
|
[2022-04-21 15:59:08,016] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给我带来了身体健康'}
|
|
|
|
|
[2022-04-21 15:59:08,024] [ INFO] - receive msg={'asr_results': '我认为跑步最重要的就是给我带来了身体健康'}
|
|
|
|
|
[2022-04-21 15:59:12,883] [ INFO] - final receive msg={'status': 'ok', 'signal': 'finished', 'asr_results': '我认为跑步最重要的就是给我带来了身体健康'}
|
|
|
|
|
[2022-04-21 15:59:12,884] [ INFO] - 我认为跑步最重要的就是给我带来了身体健康
|
|
|
|
|
```
|
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|