lym0302
2 years ago
parent
85d4a31e04
commit
e50c1b3b1d
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#!/usr/bin/python
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import argparse
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import os
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import yaml
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def change_speech_yaml(yaml_name: str, device: str):
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"""Change the settings of the device under the voice task configuration file
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Args:
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yaml_name (str): asr or asr_pd or tts or tts_pd
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cpu (bool): True means set device to "cpu"
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model_type (dict): change model type
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"""
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if "asr" in yaml_name:
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dirpath = "./conf/asr/"
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elif 'tts' in yaml_name:
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dirpath = "./conf/tts/"
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yamlfile = dirpath + yaml_name + ".yaml"
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tmp_yamlfile = dirpath + yaml_name + "_tmp.yaml"
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os.system("cp %s %s" % (yamlfile, tmp_yamlfile))
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with open(tmp_yamlfile) as f, open(yamlfile, "w+", encoding="utf-8") as fw:
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y = yaml.safe_load(f)
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if device == 'cpu':
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print("Set device: cpu")
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if yaml_name == 'asr':
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y['device'] = 'cpu'
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elif yaml_name == 'asr_pd':
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y['am_predictor_conf']['device'] = 'cpu'
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elif yaml_name == 'tts':
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y['device'] = 'cpu'
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elif yaml_name == 'tts_pd':
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y['am_predictor_conf']['device'] = 'cpu'
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y['voc_predictor_conf']['device'] = 'cpu'
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elif device == 'gpu':
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print("Set device: gpu")
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if yaml_name == 'asr':
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y['device'] = 'gpu:0'
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elif yaml_name == 'asr_pd':
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y['am_predictor_conf']['device'] = 'gpu:0'
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elif yaml_name == 'tts':
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y['device'] = 'gpu:0'
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elif yaml_name == 'tts_pd':
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y['am_predictor_conf']['device'] = 'gpu:0'
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y['voc_predictor_conf']['device'] = 'gpu:0'
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else:
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print("Please set correct device: cpu or gpu.")
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print("The content of '%s': " % (yamlfile))
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print(yaml.dump(y, default_flow_style=False, sort_keys=False))
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yaml.dump(y, fw, allow_unicode=True)
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os.system("rm %s" % (tmp_yamlfile))
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print("Change %s successfully." % (yamlfile))
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def change_app_yaml(task: str, engine_type: str):
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"""Change the engine type and corresponding configuration file of the speech task in application.yaml
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Args:
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task (str): asr or tts
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"""
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yamlfile = "./conf/application.yaml"
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tmp_yamlfile = "./conf/application_tmp.yaml"
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os.system("cp %s %s" % (yamlfile, tmp_yamlfile))
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with open(tmp_yamlfile) as f, open(yamlfile, "w+", encoding="utf-8") as fw:
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y = yaml.safe_load(f)
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y['engine_type'][task] = engine_type
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path_list = ["./conf/", task, "/", task]
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if engine_type == 'python':
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path_list.append(".yaml")
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elif engine_type == 'inference':
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path_list.append("_pd.yaml")
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y['engine_backend'][task] = ''.join(path_list)
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print("The content of './conf/application.yaml': ")
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print(yaml.dump(y, default_flow_style=False, sort_keys=False))
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yaml.dump(y, fw, allow_unicode=True)
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os.system("rm %s" % (tmp_yamlfile))
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print("Change %s successfully." % (yamlfile))
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if __name__ == "__main__":
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parser = argparse.ArgumentParser()
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parser.add_argument(
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'--change_task',
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type=str,
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default=None,
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help='Change task',
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choices=[
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'app-asr-python',
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'app-asr-inference',
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'app-tts-python',
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'app-tts-inference',
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'speech-asr-cpu',
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'speech-asr-gpu',
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'speech-asr_pd-cpu',
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'speech-asr_pd-gpu',
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'speech-tts-cpu',
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'speech-tts-gpu',
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'speech-tts_pd-cpu',
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'speech-tts_pd-gpu',
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],
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required=True)
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args = parser.parse_args()
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types = args.change_task.split("-")
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if types[0] == "app":
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change_app_yaml(types[1], types[2])
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elif types[0] == "speech":
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change_speech_yaml(types[1], types[2])
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else:
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print("Error change task, please check change_task.")
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@ -0,0 +1,27 @@
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# This is the parameter configuration file for PaddleSpeech Serving.
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##################################################################
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# SERVER SETTING #
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##################################################################
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host: 127.0.0.1
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port: 8090
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##################################################################
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# CONFIG FILE #
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##################################################################
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# add engine backend type (Options: asr, tts) and config file here.
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# Adding a speech task to engine_backend means starting the service.
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engine_backend:
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asr: 'conf/asr/asr.yaml'
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tts: 'conf/tts/tts.yaml'
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# The engine_type of speech task needs to keep the same type as the config file of speech task.
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# E.g: The engine_type of asr is 'python', the engine_backend of asr is 'XX/asr.yaml'
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# E.g: The engine_type of asr is 'inference', the engine_backend of asr is 'XX/asr_pd.yaml'
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#
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# add engine type (Options: python, inference)
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engine_type:
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asr: 'python'
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tts: 'python'
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model: 'conformer_wenetspeech'
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lang: 'zh'
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sample_rate: 16000
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cfg_path: # [optional]
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ckpt_path: # [optional]
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decode_method: 'attention_rescoring'
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force_yes: True
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device: # set 'gpu:id' or 'cpu'
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# This is the parameter configuration file for ASR server.
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# These are the static models that support paddle inference.
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##################################################################
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# ACOUSTIC MODEL SETTING #
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# am choices=['deepspeech2offline_aishell'] TODO
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##################################################################
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model_type: 'deepspeech2offline_aishell'
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am_model: # the pdmodel file of am static model [optional]
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am_params: # the pdiparams file of am static model [optional]
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lang: 'zh'
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sample_rate: 16000
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cfg_path:
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decode_method:
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force_yes: True
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am_predictor_conf:
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device: # set 'gpu:id' or 'cpu'
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switch_ir_optim: True
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glog_info: False # True -> print glog
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summary: True # False -> do not show predictor config
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##################################################################
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# OTHERS #
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##################################################################
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# This is the parameter configuration file for TTS server.
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##################################################################
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# ACOUSTIC MODEL SETTING #
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# am choices=['speedyspeech_csmsc', 'fastspeech2_csmsc',
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# 'fastspeech2_ljspeech', 'fastspeech2_aishell3',
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# 'fastspeech2_vctk']
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##################################################################
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am: 'fastspeech2_csmsc'
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am_config:
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am_ckpt:
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am_stat:
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phones_dict:
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tones_dict:
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speaker_dict:
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spk_id: 0
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##################################################################
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# VOCODER SETTING #
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# voc choices=['pwgan_csmsc', 'pwgan_ljspeech', 'pwgan_aishell3',
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# 'pwgan_vctk', 'mb_melgan_csmsc']
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##################################################################
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voc: 'pwgan_csmsc'
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voc_config:
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voc_ckpt:
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voc_stat:
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##################################################################
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# OTHERS #
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##################################################################
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lang: 'zh'
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device: # set 'gpu:id' or 'cpu'
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# This is the parameter configuration file for TTS server.
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# These are the static models that support paddle inference.
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##################################################################
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# ACOUSTIC MODEL SETTING #
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# am choices=['speedyspeech_csmsc', 'fastspeech2_csmsc']
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##################################################################
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am: 'fastspeech2_csmsc'
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am_model: # the pdmodel file of your am static model (XX.pdmodel)
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am_params: # the pdiparams file of your am static model (XX.pdipparams)
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am_sample_rate: 24000
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phones_dict:
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tones_dict:
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speaker_dict:
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spk_id: 0
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am_predictor_conf:
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device: # set 'gpu:id' or 'cpu'
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switch_ir_optim: True
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glog_info: False # True -> print glog
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summary: True # False -> do not show predictor config
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##################################################################
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# VOCODER SETTING #
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# voc choices=['pwgan_csmsc', 'mb_melgan_csmsc','hifigan_csmsc']
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##################################################################
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voc: 'pwgan_csmsc'
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voc_model: # the pdmodel file of your vocoder static model (XX.pdmodel)
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voc_params: # the pdiparams file of your vocoder static model (XX.pdipparams)
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voc_sample_rate: 24000
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voc_predictor_conf:
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device: # set 'gpu:id' or 'cpu'
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switch_ir_optim: True
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glog_info: False # True -> print glog
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summary: True # False -> do not show predictor config
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##################################################################
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# OTHERS #
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##################################################################
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lang: 'zh'
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@ -0,0 +1,184 @@
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#!/bin/bash
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StartService(){
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# Start service
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paddlespeech_server start --config_file $config_file 1>>log/server.log 2>>log/server.log.wf &
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echo $! > pid
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start_num=$(cat log/server.log.wf | grep "INFO: Uvicorn running on http://" -c)
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flag="normal"
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while [[ $start_num -lt $target_start_num && $flag == "normal" ]]
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do
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start_num=$(cat log/server.log.wf | grep "INFO: Uvicorn running on http://" -c)
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# start service failed
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if [ $(cat log/server.log.wf | grep -i "error" -c) -gt $error_time ];then
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echo "Service started failed." | tee -a ./log/test_result.log
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error_time=$(cat log/server.log.wf | grep -i "error" -c)
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flag="unnormal"
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fi
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done
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}
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ClientTest(){
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# Client test
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# test asr client
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paddlespeech_client asr --server_ip $server_ip --port $port --input ./zh.wav
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((test_times+=1))
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paddlespeech_client asr --server_ip $server_ip --port $port --input ./zh.wav
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((test_times+=1))
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# test tts client
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paddlespeech_client tts --server_ip $server_ip --port $port --input "您好，欢迎使用百度飞桨语音合成服务。" --output output.wav
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((test_times+=1))
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paddlespeech_client tts --server_ip $server_ip --port $port --input "您好，欢迎使用百度飞桨语音合成服务。" --output output.wav
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((test_times+=1))
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}
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GetTestResult() {
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# Determine if the test was successful
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response_success_time=$(cat log/server.log | grep "200 OK" -c)
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if (( $response_success_time == $test_times )) ; then
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echo "Testing successfully. The service configuration is: asr engine type: $1; tts engine type: $1; device: $2." | tee -a ./log/test_result.log
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else
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echo "Testing failed. The service configuration is: asr engine type: $1; tts engine type: $1; device: $2." | tee -a ./log/test_result.log
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fi
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test_times=$response_success_time
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}
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mkdir -p log
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rm -rf log/server.log.wf
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rm -rf log/server.log
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rm -rf log/test_result.log
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config_file=./conf/application.yaml
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server_ip=$(cat $config_file | grep "host" | awk -F " " '{print $2}')
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port=$(cat $config_file | grep "port" | awk '/port:/ {print $2}')
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echo "Sevice ip: $server_ip" | tee ./log/test_result.log
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echo "Sevice port: $port" | tee -a ./log/test_result.log
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# whether a process is listening on $port
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pid=`lsof -i :"$port"|grep -v "PID" | awk '{print $2}'`
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if [ "$pid" != "" ]; then
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echo "The port: $port is occupied, please change another port"
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exit
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fi
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# download test audios for ASR client
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wget -c https://paddlespeech.bj.bcebos.com/PaddleAudio/zh.wav https://paddlespeech.bj.bcebos.com/PaddleAudio/en.wav
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target_start_num=0 # the number of start service
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test_times=0 # The number of client test
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error_time=0 # The number of error occurrences in the startup failure server.log.wf file
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# start server: asr engine type: python; tts engine type: python; device: gpu
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echo "Start the service: asr engine type: python; tts engine type: python; device: gpu" | tee -a ./log/test_result.log
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((target_start_num+=1))
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StartService
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if [[ $start_num -eq $target_start_num && $flag == "normal" ]]; then
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echo "Service started successfully." | tee -a ./log/test_result.log
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ClientTest
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echo "This round of testing is over." | tee -a ./log/test_result.log
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GetTestResult python gpu
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else
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echo "Service failed to start, no client test."
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target_start_num=$start_num
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fi
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kill -9 `cat pid`
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rm -rf pid
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sleep 2s
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echo "**************************************************************************************" | tee -a ./log/test_result.log
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# start server: asr engine type: python; tts engine type: python; device: cpu
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python change_yaml.py --change_task speech-asr-cpu # change asr.yaml device: cpu
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python change_yaml.py --change_task speech-tts-cpu # change tts.yaml device: cpu
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echo "Start the service: asr engine type: python; tts engine type: python; device: cpu" | tee -a ./log/test_result.log
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((target_start_num+=1))
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StartService
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if [[ $start_num -eq $target_start_num && $flag == "normal" ]]; then
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echo "Service started successfully." | tee -a ./log/test_result.log
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ClientTest
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echo "This round of testing is over." | tee -a ./log/test_result.log
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GetTestResult python cpu
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else
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echo "Service failed to start, no client test."
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target_start_num=$start_num
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fi
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kill -9 `cat pid`
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rm -rf pid
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sleep 2s
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echo "**************************************************************************************" | tee -a ./log/test_result.log
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# start server: asr engine type: inference; tts engine type: inference; device: gpu
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python change_yaml.py --change_task app-asr-inference # change application.yaml, asr engine_type: inference; asr engine_backend: asr_pd.yaml
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python change_yaml.py --change_task app-tts-inference # change application.yaml, tts engine_type: inference; tts engine_backend: tts_pd.yaml
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echo "Start the service: asr engine type: inference; tts engine type: inference; device: gpu" | tee -a ./log/test_result.log
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((target_start_num+=1))
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StartService
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if [[ $start_num -eq $target_start_num && $flag == "normal" ]]; then
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echo "Service started successfully." | tee -a ./log/test_result.log
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ClientTest
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echo "This round of testing is over." | tee -a ./log/test_result.log
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GetTestResult inference gpu
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else
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echo "Service failed to start, no client test."
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target_start_num=$start_num
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fi
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kill -9 `cat pid`
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rm -rf pid
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sleep 2s
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echo "**************************************************************************************" | tee -a ./log/test_result.log
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# start server: asr engine type: inference; tts engine type: inference; device: cpu
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python change_yaml.py --change_task speech-asr_pd-cpu # change asr_pd.yaml device: cpu
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python change_yaml.py --change_task speech-tts_pd-cpu # change tts_pd.yaml device: cpu
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echo "start the service: asr engine type: inference; tts engine type: inference; device: cpu" | tee -a ./log/test_result.log
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((target_start_num+=1))
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StartService
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if [[ $start_num -eq $target_start_num && $flag == "normal" ]]; then
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echo "Service started successfully." | tee -a ./log/test_result.log
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ClientTest
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echo "This round of testing is over." | tee -a ./log/test_result.log
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GetTestResult inference cpu
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else
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echo "Service failed to start, no client test."
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target_start_num=$start_num
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fi
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kill -9 `cat pid`
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rm -rf pid
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sleep 2s
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echo "**************************************************************************************" | tee -a ./log/test_result.log
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echo "All tests completed." | tee -a ./log/test_result.log
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# sohw all the test results
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echo "***************** Here are all the test results ********************"
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cat ./log/test_result.log
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# Restoring conf is the same as demos/speech_server
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cp ../../../demos/speech_server/conf/ ./ -rf
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Loading…
Reference in new issue