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https://github.com/modelscope/FunASR
synced 2025-09-15 14:48:36 +08:00
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木守
parent
b15b4ca20f
commit
c0782e19a8
@ -25,8 +25,9 @@ parser.add_argument("--chunk_size", type=str, default="5, 10, 5", help="chunk")
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parser.add_argument("--chunk_interval", type=int, default=10, help="chunk")
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parser.add_argument("--audio_in", type=str, default=None, help="audio_in")
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parser.add_argument("--audio_fs", type=int, default=16000, help="audio_fs")
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parser.add_argument("--asr_prompt", type=str, default="Copy:", help="asr prompt")
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parser.add_argument("--s2tt_prompt", type=str, default="Translate the following sentence into English:", help="s2tt prompt")
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parser.add_argument("--asr_prompt", type=str, default="", help="asr prompt")
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parser.add_argument("--s2tt_prompt", type=str, default="", help="s2tt prompt")
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parser.add_argument("--return_sentence", action="store_true", help="return sentence or all_res")
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parser.add_argument(
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"--send_without_sleep",
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@ -181,7 +182,20 @@ async def record_from_scp(chunk_begin, chunk_size):
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await asyncio.sleep(2)
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await websocket.close()
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message = json.dumps(
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{
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"mode": args.mode,
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"chunk_size": args.chunk_size,
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"chunk_interval": args.chunk_interval,
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"wav_name": "microphone",
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"is_speaking": False,
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"asr_prompt": args.asr_prompt,
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"s2tt_prompt": args.s2tt_prompt,
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}
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)
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# voices.put(message)
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await websocket.send(message)
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async def message(id):
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@ -189,31 +203,62 @@ async def message(id):
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text_print = ""
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prev_asr_text = ""
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prev_s2tt_text = ""
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prev_sentence_asr_text = ""
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prev_sentence_s2tt_text = ""
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try:
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while True:
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meg = await websocket.recv()
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meg = json.loads(meg)
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asr_text = meg["asr_text"]
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s2tt_text = meg["s2tt_text"]
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if args.return_sentence:
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is_sentence_end = meg["is_sentence_end"]
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clean_prev_asr_text = prev_asr_text.replace("<em>", "").replace("</em>", "")
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clean_prev_s2tt_text = prev_s2tt_text.replace("<em>", "").replace("</em>", "")
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clean_asr_text = asr_text.replace("<em>", "").replace("</em>", "")
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clean_s2tt_text = s2tt_text.replace("<em>", "").replace("</em>", "")
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clean_prev_asr_text = prev_asr_text.replace("<em>", "").replace("</em>", "")
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clean_prev_s2tt_text = prev_s2tt_text.replace("<em>", "").replace("</em>", "")
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clean_asr_text = asr_text.replace("<em>", "").replace("</em>", "")
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clean_s2tt_text = s2tt_text.replace("<em>", "").replace("</em>", "")
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if clean_prev_asr_text.startswith(clean_asr_text):
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new_asr_unfix_pos = asr_text.find("<em>")
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asr_text = clean_prev_asr_text[:new_asr_unfix_pos] + "<em>" + clean_prev_asr_text[new_asr_unfix_pos:] + "</em>"
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if clean_prev_asr_text.startswith(clean_asr_text):
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new_asr_unfix_pos = asr_text.find("<em>")
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asr_text = clean_prev_asr_text[:new_asr_unfix_pos] + "<em>" + clean_prev_asr_text[new_asr_unfix_pos:] + "</em>"
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if clean_prev_s2tt_text.startswith(clean_s2tt_text):
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new_s2tt_unfix_pos = s2tt_text.find("<em>")
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s2tt_text = clean_prev_s2tt_text[:new_s2tt_unfix_pos] + "<em>" + clean_prev_s2tt_text[new_s2tt_unfix_pos:] + "</em>"
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if clean_prev_s2tt_text.startswith(clean_s2tt_text):
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new_s2tt_unfix_pos = s2tt_text.find("<em>")
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s2tt_text = clean_prev_s2tt_text[:new_s2tt_unfix_pos] + "<em>" + clean_prev_s2tt_text[new_s2tt_unfix_pos:] + "</em>"
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prev_asr_text = asr_text
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prev_s2tt_text = s2tt_text
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print_asr_text = Colors.OKGREEN + asr_text[:asr_text.find("<em>")] + Colors.ENDC + Colors.OKCYAN + asr_text[asr_text.find("<em>") + len("<em>"): -len("</em>")] + Colors.ENDC
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print_s2tt_text = Colors.OKGREEN + s2tt_text[:s2tt_text.find("<em>")] + Colors.ENDC + Colors.OKCYAN + s2tt_text[s2tt_text.find("<em>") + len("<em>"): -len("</em>")] + Colors.ENDC
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text_print = "\n\n" + "ASR: " + print_asr_text + "\n\n" + "S2TT: " + print_s2tt_text
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prev_asr_text = asr_text
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prev_s2tt_text = s2tt_text
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print_asr_text = Colors.OKGREEN + prev_sentence_asr_text + asr_text[:asr_text.find("<em>")] + Colors.ENDC + Colors.OKCYAN + asr_text[asr_text.find("<em>") + len("<em>"): -len("</em>")] + Colors.ENDC
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print_s2tt_text = Colors.OKGREEN + prev_sentence_s2tt_text + s2tt_text[:s2tt_text.find("<em>")] + Colors.ENDC + Colors.OKCYAN + s2tt_text[s2tt_text.find("<em>") + len("<em>"): -len("</em>")] + Colors.ENDC
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if is_sentence_end:
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prev_asr_text = ""
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prev_s2tt_text = ""
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clean_asr_text = asr_text.replace("<em>", "").replace("</em>", "")
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clean_s2tt_text = s2tt_text.replace("<em>", "").replace("</em>", "")
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prev_sentence_asr_text = clean_asr_text + "\n\n"
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prev_sentence_s2tt_text = clean_s2tt_text + "\n\n"
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else:
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clean_prev_asr_text = prev_asr_text.replace("<em>", "").replace("</em>", "")
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clean_prev_s2tt_text = prev_s2tt_text.replace("<em>", "").replace("</em>", "")
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clean_asr_text = asr_text.replace("<em>", "").replace("</em>", "")
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clean_s2tt_text = s2tt_text.replace("<em>", "").replace("</em>", "")
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if clean_prev_asr_text.startswith(clean_asr_text):
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new_asr_unfix_pos = asr_text.find("<em>")
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asr_text = clean_prev_asr_text[:new_asr_unfix_pos] + "<em>" + clean_prev_asr_text[new_asr_unfix_pos:] + "</em>"
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if clean_prev_s2tt_text.startswith(clean_s2tt_text):
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new_s2tt_unfix_pos = s2tt_text.find("<em>")
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s2tt_text = clean_prev_s2tt_text[:new_s2tt_unfix_pos] + "<em>" + clean_prev_s2tt_text[new_s2tt_unfix_pos:] + "</em>"
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prev_asr_text = asr_text
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prev_s2tt_text = s2tt_text
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print_asr_text = Colors.OKGREEN + asr_text[:asr_text.find("<em>")] + Colors.ENDC + Colors.OKCYAN + asr_text[asr_text.find("<em>") + len("<em>"): -len("</em>")] + Colors.ENDC
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print_s2tt_text = Colors.OKGREEN + s2tt_text[:s2tt_text.find("<em>")] + Colors.ENDC + Colors.OKCYAN + s2tt_text[s2tt_text.find("<em>") + len("<em>"): -len("</em>")] + Colors.ENDC
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text_print = "\n\n" + "ASR: " + print_asr_text + "\n\n" + "S2TT: " + print_s2tt_text
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os.system("clear")
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print("\rpid" + str(id) + ": " + text_print)
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@ -28,6 +28,7 @@ parser.add_argument("--vad_model_revision", type=str, default="master", help="")
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parser.add_argument("--ngpu", type=int, default=1, help="0 for cpu, 1 for gpu")
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parser.add_argument("--device", type=str, default="cuda", help="cuda, cpu")
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parser.add_argument("--ncpu", type=int, default=4, help="cpu cores")
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parser.add_argument("--return_sentence", action="store_true", help="return sentence or all_res")
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parser.add_argument(
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"--certfile",
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type=str,
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@ -56,8 +57,8 @@ model_vad = AutoModel(
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device=args.device,
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disable_pbar=True,
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disable_log=True,
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speech_noise_thres=0.2,
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max_single_segment_time=60000,
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speech_noise_thres=0.4,
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max_single_segment_time=30000,
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max_end_silence_time=800,
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# chunk_size=60,
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)
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@ -77,7 +78,7 @@ audio_encoder_dir = snapshot_download("iic/SenseVoice", cache_dir=None, revision
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# audio_encoder_dir = "/nfs/yangyexin.yyx/init_model/iic/SenseVoiceModelscope_0712"
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device = "cuda:0"
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all_file_paths = [
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# "/nfs/yangyexin.yyx/init_model/s2tt/qwen2_7b_mmt_v15_20240902",
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"FunAudioLLM/qwen2_7b_mmt_v15_20240910_streaming",
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"FunAudioLLM/qwen2_7b_mmt_v15_20240902",
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"FunAudioLLM/qwen2_7b_mmt_v14_20240830",
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"FunAudioLLM/audiolm_v11_20240807",
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@ -86,7 +87,7 @@ all_file_paths = [
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"FunAudioLLM/Speech2Text_Align_V0628",
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]
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llm_kwargs = {"num_beams": 1, "do_sample": False}
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llm_kwargs = {"num_beams": 1, "do_sample": False, "repetition_penalty": 1.3}
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UNFIX_LEN = 5
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MIN_LEN_PER_PARAGRAPH = 25
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MIN_LEN_SEC_AUDIO_FIX = 1.1
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@ -221,21 +222,11 @@ async def streaming_transcribe(websocket, audio_in, is_vad_end=False, his_state=
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remain_s2tt_text = True
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asr_iter_cnt = 0
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s2tt_iter_cnt = 0
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is_asr_repetition = False
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is_s2tt_repetition = False
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for new_asr_text in asr_streamer:
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current_time = datetime.now()
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print("DEBUG: " + str(current_time) + " " + f"generated new asr text： {new_asr_text}")
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if len(new_asr_text) > 0:
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onscreen_asr_res += new_asr_text.replace("<|im_end|>", "")
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if len(new_asr_text.replace("<|im_end|>", "")) > 0:
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asr_iter_cnt += 1
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if asr_iter_cnt > MAX_ITER_PER_CHUNK:
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is_asr_repetition = True
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break
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if remain_s2tt_text:
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try:
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@ -247,9 +238,10 @@ async def streaming_transcribe(websocket, audio_in, is_vad_end=False, his_state=
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+ " "
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+ f"generated new s2tt text： {new_s2tt_text}"
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)
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s2tt_iter_cnt += 1
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if len(new_s2tt_text) > 0:
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onscreen_s2tt_res += new_s2tt_text.replace("<|im_end|>", "")
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except StopIteration:
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new_s2tt_text = ""
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remain_s2tt_text = False
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@ -296,11 +288,6 @@ async def streaming_transcribe(websocket, audio_in, is_vad_end=False, his_state=
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)
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if len(new_s2tt_text) > 0:
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onscreen_s2tt_res += new_s2tt_text.replace("<|im_end|>", "")
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if len(new_s2tt_text.replace("<|im_end|>", "")) > 0:
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s2tt_iter_cnt += 1
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if s2tt_iter_cnt > MAX_ITER_PER_CHUNK:
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is_s2tt_repetition = True
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break
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if len(new_s2tt_text) > 0:
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all_asr_res = previous_vad_onscreen_asr_text + onscreen_asr_res
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@ -354,30 +341,22 @@ async def streaming_transcribe(websocket, audio_in, is_vad_end=False, his_state=
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asr_text_len = len(tokenizer.encode(onscreen_asr_res))
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s2tt_text_len = len(tokenizer.encode(onscreen_s2tt_res))
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if asr_text_len > UNFIX_LEN and audio_seconds > MIN_LEN_SEC_AUDIO_FIX and not is_asr_repetition:
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if asr_text_len > UNFIX_LEN and audio_seconds > MIN_LEN_SEC_AUDIO_FIX:
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pre_previous_asr_text = previous_asr_text
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previous_asr_text = tokenizer.decode(
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tokenizer.encode(onscreen_asr_res)[:-UNFIX_LEN]
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).replace("<EFBFBD>", "")
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if len(previous_asr_text) <= len(pre_previous_asr_text):
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previous_asr_text = pre_previous_asr_text
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elif is_asr_repetition:
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pass
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else:
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previous_asr_text = ""
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if (
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s2tt_text_len > UNFIX_LEN
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and audio_seconds > MIN_LEN_SEC_AUDIO_FIX
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and not is_s2tt_repetition
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):
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if s2tt_text_len > UNFIX_LEN and audio_seconds > MIN_LEN_SEC_AUDIO_FIX:
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pre_previous_s2tt_text = previous_s2tt_text
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previous_s2tt_text = tokenizer.decode(
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tokenizer.encode(onscreen_s2tt_res)[:-UNFIX_LEN]
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).replace("<EFBFBD>", "")
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if len(previous_s2tt_text) <= len(pre_previous_s2tt_text):
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previous_s2tt_text = pre_previous_s2tt_text
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elif is_s2tt_repetition:
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pass
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else:
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previous_s2tt_text = ""
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@ -457,8 +436,8 @@ async def ws_serve(websocket, path):
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if "is_speaking" in messagejson:
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websocket.is_speaking = messagejson["is_speaking"]
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websocket.streaming_state["is_final"] = not websocket.is_speaking
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if not messagejson["is_speaking"]:
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await clear_websocket()
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# if not messagejson["is_speaking"]:
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# await clear_websocket()
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if "chunk_interval" in messagejson:
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websocket.chunk_interval = messagejson["chunk_interval"]
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if "wav_name" in messagejson:
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@ -529,9 +508,45 @@ async def ws_serve(websocket, path):
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speech_start = False
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websocket.streaming_state["previous_asr_text"] = ""
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websocket.streaming_state["previous_s2tt_text"] = ""
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websocket.streaming_state["previous_vad_onscreen_asr_text"] = ""
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websocket.streaming_state["previous_vad_onscreen_s2tt_text"] = ""
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if not websocket.is_speaking:
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await clear_websocket()
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if args.return_sentence:
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websocket.streaming_state["previous_vad_onscreen_asr_text"] = ""
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websocket.streaming_state["previous_vad_onscreen_s2tt_text"] = ""
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else:
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now_onscreen_asr_res = websocket.streaming_state.get("onscreen_asr_res", "")
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now_onscreen_s2tt_res = websocket.streaming_state.get("onscreen_s2tt_res", "")
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if (
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len(tokenizer.encode(now_onscreen_asr_res.split("\n\n")[-1]))
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< MIN_LEN_PER_PARAGRAPH
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or len(tokenizer.encode(now_onscreen_s2tt_res.split("\n\n")[-1]))
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< MIN_LEN_PER_PARAGRAPH
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):
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if (
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now_onscreen_asr_res.endswith(".")
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or now_onscreen_asr_res.endswith("?")
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or now_onscreen_asr_res.endswith("!")
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):
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now_onscreen_asr_res += " "
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if (
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now_onscreen_s2tt_res.endswith(".")
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or now_onscreen_s2tt_res.endswith("?")
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or now_onscreen_s2tt_res.endswith("!")
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):
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now_onscreen_s2tt_res += " "
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websocket.streaming_state["previous_vad_onscreen_asr_text"] = (
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now_onscreen_asr_res
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)
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websocket.streaming_state["previous_vad_onscreen_s2tt_text"] = (
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now_onscreen_s2tt_res
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)
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else:
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websocket.streaming_state["previous_vad_onscreen_asr_text"] = (
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now_onscreen_asr_res + "\n\n"
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)
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websocket.streaming_state["previous_vad_onscreen_s2tt_text"] = (
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now_onscreen_s2tt_res + "\n\n"
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)
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if not websocket.is_speaking:
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websocket.vad_pre_idx = 0
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frames = []
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