# 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. #!/usr/bin/python # -*- coding: UTF-8 -*- import argparse import asyncio import json import logging import numpy as np import soundfile import websockets class ASRAudioHandler: def __init__(self, url="127.0.0.1", port=8090): self.url = url self.port = port self.url = "ws://" + self.url + ":" + str(self.port) + "/ws/asr" def read_wave(self, wavfile_path: str): samples, sample_rate = soundfile.read(wavfile_path, dtype='int16') x_len = len(samples) chunk_stride = 40 * 16 #40ms, sample_rate = 16kHz chunk_size = 80 * 16 #80ms, sample_rate = 16kHz if (x_len - chunk_size) % chunk_stride != 0: padding_len_x = chunk_stride - (x_len - chunk_size) % chunk_stride else: padding_len_x = 0 padding = np.zeros((padding_len_x), dtype=samples.dtype) padded_x = np.concatenate([samples, padding], axis=0) num_chunk = (x_len + padding_len_x - chunk_size) / chunk_stride + 1 num_chunk = int(num_chunk) for i in range(0, num_chunk): start = i * chunk_stride end = start + chunk_size x_chunk = padded_x[start:end] yield x_chunk async def run(self, wavfile_path: str): logging.info("send a message to the server") # 读取音频 # self.read_wave() # 发送 websocket 的 handshake 协议头 async with websockets.connect(self.url) as ws: # server 端已经接收到 handshake 协议头 # 发送开始指令 audio_info = json.dumps( { "name": "test.wav", "signal": "start", "nbest": 5 }, sort_keys=True, indent=4, separators=(',', ': ')) await ws.send(audio_info) msg = await ws.recv() logging.info("receive msg={}".format(msg)) # send chunk audio data to engine for chunk_data in self.read_wave(wavfile_path): await ws.send(chunk_data.tobytes()) msg = await ws.recv() logging.info("receive msg={}".format(msg)) # finished audio_info = json.dumps( { "name": "test.wav", "signal": "end", "nbest": 5 }, sort_keys=True, indent=4, separators=(',', ': ')) await ws.send(audio_info) msg = await ws.recv() logging.info("receive msg={}".format(msg)) def main(args): logging.basicConfig(level=logging.INFO) logging.info("asr websocket client start") handler = ASRAudioHandler("127.0.0.1", 8091) loop = asyncio.get_event_loop() loop.run_until_complete(handler.run(args.wavfile)) logging.info("asr websocket client finished") if __name__ == "__main__": parser = argparse.ArgumentParser() parser.add_argument( "--wavfile", action="store", help="wav file path ", default="./16_audio.wav") args = parser.parse_args() main(args)