# Copyright (c) 2022 PaddlePaddle Authors. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. import io import paddle from paddlespeech.cli.asr.infer import ASRExecutor from paddlespeech.cli.log import logger from paddlespeech.server.engine.base_engine import BaseEngine from paddlespeech.server.utils.config import get_config __all__ = ['ASREngine'] class ASRServerExecutor(ASRExecutor): def __init__(self): super().__init__() pass class ASREngine(BaseEngine): """ASR server engine Args: metaclass: Defaults to Singleton. """ def __init__(self): super(ASREngine, self).__init__() def init(self, config_file: str) -> bool: """init engine resource Args: config_file (str): config file Returns: bool: init failed or success """ self.input = None self.output = None self.executor = ASRServerExecutor() self.config = get_config(config_file) paddle.set_device(self.config.device) self.executor._init_from_path( self.config.model, self.config.lang, self.config.sample_rate, self.config.cfg_path, self.config.decode_method, self.config.ckpt_path) logger.info("Initialize ASR server engine successfully.") return True def run(self, audio_data): """engine run Args: audio_data (bytes): base64.b64decode """ if self.executor._check( io.BytesIO(audio_data), self.config.sample_rate, self.config.force_yes): logger.info("start run asr engine") self.executor.preprocess(self.config.model, io.BytesIO(audio_data)) self.executor.infer(self.config.model) self.output = self.executor.postprocess() # Retrieve result of asr. else: logger.info("file check failed!") self.output = None def postprocess(self): """postprocess """ return self.output