config.py引入class, requirement补全, 自述追加已测试环境
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63
api.py
63
api.py
@@ -19,40 +19,37 @@ from text import cleaned_text_to_sequence
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from text.cleaner import clean_text
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from module.mel_processing import spectrogram_torch
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from my_utils import load_audio
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from config import python_exec, infer_device, is_half, api_port
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import config as global_config
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DEFAULT_PORT = api_port
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DEFAULT_CNHUBERT = "GPT_SoVITS/pretrained_models/chinese-hubert-base"
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DEFAULT_BERT = "GPT_SoVITS/pretrained_models/chinese-roberta-wwm-ext-large"
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DEFAULT_HALF = is_half
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DEFAULT_GPT = "GPT_SoVITS/pretrained_models/s1bert25hz-2kh-longer-epoch=68e-step=50232.ckpt"
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DEFAULT_SOVITS = "GPT_SoVITS/pretrained_models/s2G488k.pth"
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g_config = global_config.Config()
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# AVAILABLE_COMPUTE = "cuda" if torch.cuda.is_available() else "cpu"
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parser = argparse.ArgumentParser(description="GPT-SoVITS api")
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parser.add_argument("-g", "--gpt_path", type=str, default="", help="GPT模型路径")
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parser.add_argument("-s", "--sovits_path", type=str, default="", help="SoVITS模型路径")
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parser.add_argument("-s", "--sovits_path", type=str, default=g_config.sovits_path, help="SoVITS模型路径")
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parser.add_argument("-g", "--gpt_path", type=str, default=g_config.gpt_path, help="GPT模型路径")
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parser.add_argument("-dr", "--default_refer_path", type=str, default="",
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help="默认参考音频路径, 请求缺少参考音频时调用")
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parser.add_argument("-dt", "--default_refer_text", type=str, default="", help="默认参考音频文本")
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parser.add_argument("-dl", "--default_refer_language", type=str, default="", help="默认参考音频语种")
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parser.add_argument("-d", "--device", type=str, default=infer_device, help="cuda / cpu")
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parser.add_argument("-p", "--port", type=int, default=DEFAULT_PORT, help="default: 9880")
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parser.add_argument("-d", "--device", type=str, default=g_config.infer_device, help="cuda / cpu")
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parser.add_argument("-p", "--port", type=int, default=g_config.api_port, help="default: 9880")
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parser.add_argument("-a", "--bind_addr", type=str, default="127.0.0.1", help="default: 127.0.0.1")
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parser.add_argument("-hp", "--half_precision", action='store_true', default=False)
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parser.add_argument("-fp", "--full_precision", action="store_true", default=False, help="覆盖config.is_half为False, 使用全精度")
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parser.add_argument("-hp", "--half_precision", action="store_true", default=False, help="覆盖config.is_half为True, 使用半精度")
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# bool值的用法为 `python ./api.py -fp ...`
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# 此时 full_precision==True, half_precision==False
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parser.add_argument("-hb", "--hubert_path", type=str, default=DEFAULT_CNHUBERT)
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parser.add_argument("-b", "--bert_path", type=str, default=DEFAULT_BERT)
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parser.add_argument("-hb", "--hubert_path", type=str, default=g_config.cnhubert_path, help="覆盖config.cnhubert_path")
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parser.add_argument("-b", "--bert_path", type=str, default=g_config.bert_path, help="覆盖config.bert_path")
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args = parser.parse_args()
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gpt_path = args.gpt_path
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sovits_path = args.sovits_path
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gpt_path = args.gpt_path
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default_refer_path = args.default_refer_path
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default_refer_text = args.default_refer_text
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@@ -62,18 +59,15 @@ has_preset = False
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device = args.device
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port = args.port
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host = args.bind_addr
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is_half = args.half_precision
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cnhubert_base_path = args.hubert_path
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bert_path = args.bert_path
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if gpt_path == "":
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gpt_path = DEFAULT_GPT
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print("[WARN] 未指定GPT模型路径")
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if sovits_path == "":
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sovits_path = DEFAULT_SOVITS
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print("[WARN] 未指定SoVITS模型路径")
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sovits_path = g_config.pretrained_sovits_path
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print(f"[WARN] 未指定SoVITS模型路径, fallback后当前值: {sovits_path}")
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if gpt_path == "":
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gpt_path = g_config.pretrained_gpt_path
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print(f"[WARN] 未指定GPT模型路径, fallback后当前值: {gpt_path}")
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# 指定默认参考音频, 调用方 未提供/未给全 参考音频参数时使用
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if default_refer_path == "" or default_refer_text == "" or default_refer_language == "":
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default_refer_path, default_refer_text, default_refer_language = "", "", ""
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print("[INFO] 未指定默认参考音频")
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@@ -84,17 +78,28 @@ else:
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print(f"[INFO] 默认参考音频语种: {default_refer_language}")
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has_preset = True
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is_half = g_config.is_half
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if args.full_precision:
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is_half = False
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if args.half_precision:
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is_half = True
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if args.full_precision and args.half_precision:
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is_half = g_config.is_half # 炒饭fallback
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print(f"[INFO] 半精: {is_half}")
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cnhubert_base_path = args.hubert_path
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bert_path = args.bert_path
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cnhubert.cnhubert_base_path = cnhubert_base_path
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tokenizer = AutoTokenizer.from_pretrained(bert_path)
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bert_model = AutoModelForMaskedLM.from_pretrained(bert_path)
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# bert_model = AutoModelForSequenceClassification.from_pretrained(bert_path, config=bert_path+"/config.json")
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if (is_half == True):
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if is_half:
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bert_model = bert_model.half().to(device)
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else:
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bert_model = bert_model.to(device)
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# bert_model=bert_model.to(device)
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def get_bert_feature(text, word2ph):
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with torch.no_grad():
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inputs = tokenizer(text, return_tensors="pt")
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@@ -256,7 +261,7 @@ def get_tts_wav(ref_wav_path, prompt_text, prompt_language, text, text_language)
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def handle(command, refer_wav_path, prompt_text, prompt_language, text, text_language):
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if command == "/restart":
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os.execl(python_exec, python_exec, *sys.argv)
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os.execl(g_config.python_exec, g_config.python_exec, *sys.argv)
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elif command == "/exit":
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os.kill(os.getpid(), signal.SIGTERM)
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exit(0)
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