import os import time from traceback import print_exc import base64 import wave from appPublic.log import info, debug, warning, error, exception, critical from appPublic.dictObject import DictObject from appPublic.folderUtils import temp_file from ahserver.serverenv import ServerEnv from aiohttp.web import StreamResponse from ahserver.globalEnv import realpath def save_base64_wav(base64_data, output_file,sample_rate=16000, num_channels=1): # Decode the base64 data wav_data = base64.b64decode(base64_data) # Open a new WAV file for writing with wave.open(output_file, 'wb') as wf: # Set the parameters of the WAV file wf.setnchannels(num_channels) # Mono channel wf.setsampwidth(2) # 16-bit sample width wf.setframerate(sample_rate) # 44.1 kHz sample rate # Write the decoded data to the WAV file wf.writeframes(wav_data) async def generate(request, kw): params_kw = kw.get('params_kw', DictObject()) info(f'{params_kw=}) model = params_kw.model audio_file = params_kw.audio_file if not audio_file: audio = params_kw.audio if audio is None: return { 'status':'error', 'message':'audio is null' } audio_file = temp_file(suffix='.wav') save_base64_wav(audio, audio_file) else: audio_file = realpath(audio_file) engine = None g = ServerEnv() if model=='whisper': engine = g.whisper_engine if engine is None: return { 'status':'error', 'message':f'model={model} is not defined' } try: t1 = time.time() dic = await engine.stt(audio_file) t2 = time.time() os.remove(audio_file) ret = { "status":"ok", "time_cost":t2-t1, "content":dic['text'], "segments":dic['segments'], "language":dic['language'] } info(f'{dic=}, {ret=}') return ret except Exception as e: exception(f'{e}') print_exc() return { 'status':'error', 'message':f'{e}' }