diff --git a/.gitignore b/.gitignore
index 4426f40..4183fb2 100644
--- a/.gitignore
+++ b/.gitignore
@@ -4,6 +4,7 @@
/cache/
/upload/
/vits/text/chinese_dialect_lexicons/
-/bert_vits2/bert/chinese-roberta-wwm-ext-large/pytorch_model.bin
-/bert_vits2/bert/bert-base-japanese-v3/pytorch_model.bin
/vits/bert/prosody_model.pt
+config.yml
+**/pytorch_model.bin
+**/spm.model
diff --git a/ModelManager.py b/ModelManager.py
new file mode 100644
index 0000000..873b380
--- /dev/null
+++ b/ModelManager.py
@@ -0,0 +1,469 @@
+import gc
+import glob
+import logging
+import os
+import traceback
+
+import cpuinfo
+import numpy as np
+import psutil
+import torch
+
+from utils.config_manager import global_config as config
+import utils
+from bert_vits2 import Bert_VITS2
+from bert_vits2.text import BertHandler
+from contants import ModelType
+from logger import logger
+from observer import Subject
+from utils.data_utils import HParams
+from vits import VITS
+from vits.hubert_vits import HuBert_VITS
+from vits.text.vits_pinyin import VITS_PinYin
+from vits.w2v2_vits import W2V2_VITS
+
+CHINESE_ROBERTA_WWM_EXT_LARGE = os.path.join(config.ABS_PATH, "bert_vits2/bert/chinese-roberta-wwm-ext-large")
+BERT_BASE_JAPANESE_V3 = os.path.join(config.ABS_PATH, "bert_vits2/bert/bert-base-japanese-v3")
+BERT_LARGE_JAPANESE_V2 = os.path.join(config.ABS_PATH, "bert_vits2/bert/bert-large-japanese-v2")
+DEBERTA_V2_LARGE_JAPANESE = os.path.join(config.ABS_PATH, "bert_vits2/bert/deberta-v2-large-japanese")
+DEBERTA_V3_LARGE = os.path.join(config.ABS_PATH, "bert_vits2/bert/deberta-v3-large")
+
+
+class ModelManager(Subject):
+ def __init__(self, device=config.DEVICE):
+ self.device = device
+ self.logger = logger
+
+ self.models = { # "model_id":(model_path, model, n_speakers)
+ ModelType.VITS: {},
+ ModelType.HUBERT_VITS: {},
+ ModelType.W2V2_VITS: {},
+ ModelType.BERT_VITS2: {}
+ }
+ self.sid2model = { # [real_id, model, model_id]
+ ModelType.VITS: [],
+ ModelType.HUBERT_VITS: [],
+ ModelType.W2V2_VITS: [],
+ ModelType.BERT_VITS2: []
+ }
+ self.voice_speakers = {
+ ModelType.VITS.value: [],
+ ModelType.HUBERT_VITS.value: [],
+ ModelType.W2V2_VITS.value: [],
+ ModelType.BERT_VITS2.value: []
+ }
+
+ self.emotion_reference = None
+ self.hubert = None
+ self.dimensional_emotion_model = None
+ self.tts_front = None
+ self.bert_models = {}
+ self.bert_handler = BertHandler(self.device)
+
+ # self.sid2model = []
+ # self.name_mapping_id = []
+
+ self.voice_objs_count = 0
+
+ self._observers = []
+
+ self.model_class_map = {
+ ModelType.VITS: VITS,
+ ModelType.HUBERT_VITS: HuBert_VITS,
+ ModelType.W2V2_VITS: W2V2_VITS,
+ ModelType.BERT_VITS2: Bert_VITS2
+ }
+
+ def model_init(self, model_list):
+ if model_list is None: model_list = []
+ for model_path, config_path in model_list:
+ self.load_model(model_path, config_path)
+
+ if config.model_config.get("dimensional_emotion_model", None) is not None:
+ if self.dimensional_emotion_model is None:
+ self.dimensional_emotion_model = self.load_dimensional_emotion_model(
+ config.model_list["dimensional_emotion_model"])
+
+ self.log_device_info()
+
+ if self.vits_speakers_count != 0: self.logger.info(
+ f"[{ModelType.VITS.value}] {self.vits_speakers_count} speakers")
+ if self.hubert_speakers_count != 0: self.logger.info(
+ f"[{ModelType.HUBERT_VITS.value}] {self.hubert_speakers_count} speakers")
+ if self.w2v2_speakers_count != 0: self.logger.info(
+ f"[{ModelType.W2V2_VITS.value}] {self.w2v2_speakers_count} speakers")
+ if self.bert_vits2_speakers_count != 0: self.logger.info(
+ f"[{ModelType.BERT_VITS2.value}] {self.bert_vits2_speakers_count} speakers")
+ self.logger.info(f"{self.speakers_count} speakers in total.")
+ if self.speakers_count == 0:
+ self.logger.warning(f"No model was loaded.")
+
+ @property
+ def vits_speakers(self):
+ return self.voice_speakers[ModelType.VITS]
+
+ @property
+ def speakers_count(self):
+ return self.vits_speakers_count + self.hubert_speakers_count + self.w2v2_speakers_count + self.bert_vits2_speakers_count
+
+ @property
+ def vits_speakers_count(self):
+ return len(self.voice_speakers[ModelType.VITS.value])
+
+ @property
+ def hubert_speakers_count(self):
+ return len(self.voice_speakers[ModelType.HUBERT_VITS.value])
+
+ @property
+ def w2v2_speakers_count(self):
+ return len(self.voice_speakers[ModelType.W2V2_VITS.value])
+
+ @property
+ def w2v2_emotion_count(self):
+ return len(self.emotion_reference) if self.emotion_reference is not None else 0
+
+ @property
+ def bert_vits2_speakers_count(self):
+ return len(self.voice_speakers[ModelType.BERT_VITS2.value])
+
+ # 添加观察者
+ def attach(self, observer):
+ self._observers.append(observer)
+
+ # 移除观察者
+ def detach(self, observer):
+ self._observers.remove(observer)
+
+ # 通知所有观察者
+ def notify(self, event_type, **kwargs):
+ for observer in self._observers:
+ observer.update(event_type, **kwargs)
+
+ def log_device_info(self):
+ cuda_available = torch.cuda.is_available()
+ self.logger.info(
+ f"PyTorch Version: {torch.__version__} Cuda available:{cuda_available} Device type:{self.device.type}")
+ if self.device.type == 'cuda':
+ if cuda_available:
+ device_name = torch.cuda.get_device_name(self.device.index)
+ self.logger.info(f"Using GPU on {device_name}, GPU Device Index: {self.device.index}")
+ else:
+ self.logger.warning("GPU device specified, but CUDA is not available.")
+ else:
+ cpu_info = cpuinfo.get_cpu_info()
+ cpu_name = cpu_info['brand_raw']
+ cpu_count = psutil.cpu_count(logical=False)
+ thread_count = psutil.cpu_count(logical=True)
+ self.logger.info(f"Using CPU on {cpu_name} with {cpu_count} cores and {thread_count} threads.")
+
+ def _load_model_from_path(self, model_path, config_path):
+ hps = utils.get_hparams_from_file(config_path)
+ model_type = self.recognition_model_type(hps)
+
+ model_args = {
+ "model_path": model_path,
+ "config_path": config_path,
+ "config": hps,
+ "device": self.device
+ }
+
+ model_class = self.model_class_map[model_type]
+
+ if model_type == ModelType.VITS:
+ bert_embedding = getattr(hps.data, 'bert_embedding', getattr(hps.model, 'bert_embedding', False))
+ if bert_embedding and self.tts_front is None:
+ self.load_VITS_PinYin_model(os.path.join(config.ABS_PATH, "vits/bert"))
+
+ if model_type == ModelType.W2V2_VITS:
+ if self.emotion_reference is None:
+ self.emotion_reference = self.load_npy(config["model_config"]["dimensional_emotion_model"])
+ model_args.update({"emotion_reference": self.emotion_reference,
+ "dimensional_emotion_model": self.dimensional_emotion_model})
+
+ if model_type == ModelType.HUBERT_VITS:
+ if self.hubert is None:
+ self.hubert = self.load_hubert_model(config["model_config"]["hubert_soft_model"])
+ model_args.update({"hubert": self.hubert})
+
+ model = model_class(**model_args)
+
+ if model_type == ModelType.BERT_VITS2:
+ bert_model_names = model.bert_model_names
+ for bert_model_name in bert_model_names.values():
+ self.bert_handler.load_bert(bert_model_name)
+ model.load_model(self.bert_handler)
+
+ sid2model = []
+ speakers = []
+ new_id = len(self.voice_speakers[model_type.value])
+ model_id = max([-1] + list(self.models[model_type].keys())) + 1
+
+ for real_id, name in enumerate(model.speakers):
+ sid2model.append({"real_id": real_id, "model": model, "model_id": model_id})
+ speakers.append({"id": new_id, "name": name, "lang": model.lang})
+ new_id += 1
+
+ model_data = {
+ "model": model,
+ "model_type": model_type,
+ "model_id": model_id,
+ "model_path": model_path,
+ "config": hps,
+ "sid2model": sid2model,
+ "speakers": speakers
+ }
+
+ logging.info(
+ f"model_type:{model_type.value} model_id:{model_id} n_speakers:{len(speakers)} model_path:{model_path}")
+
+ return model_data
+
+ def load_model(self, model_path: str, config_path: str):
+ try:
+ folder_path = os.path.join(config.ABS_PATH, 'Model')
+ model_path = model_path if os.path.isabs(model_path) else os.path.join(folder_path, model_path)
+ config_path = config_path if os.path.isabs(config_path) else os.path.join(folder_path, config_path)
+
+ model_data = self._load_model_from_path(model_path, config_path)
+ model_id = model_data["model_id"]
+ sid2model = model_data["sid2model"]
+ model_type = model_data["model_type"]
+
+ self.models[model_type][model_id] = (model_path, model_data["model"], len(model_data["speakers"]))
+ self.sid2model[model_type].extend(sid2model)
+ self.voice_speakers[model_type.value].extend(model_data["speakers"])
+
+ self.notify("model_loaded", model_manager=self)
+ state = True
+ except Exception as e:
+ self.logger.info(f"Loading failed. {e}")
+ self.logger.error(traceback.format_exc())
+ state = False
+ return state
+
+ def unload_model(self, model_type_value: str, model_id: str):
+ state = False
+ model_type = ModelType(model_type_value)
+ model_id = int(model_id)
+ try:
+ if model_id in self.models[model_type].keys():
+ model_path, model, n_speakers = self.models[model_type][model_id]
+ start = 0
+ for key, (_, _, ns) in self.models[model_type].items():
+ if key == model_id:
+ break
+ start += ns
+
+ if model_type == ModelType.BERT_VITS2:
+ for bert_model_name in self.models[model_type][model_id][1].bert_model_names.values():
+ self.bert_handler.release_bert(bert_model_name)
+
+ del self.sid2model[model_type][start:start + n_speakers]
+ del self.voice_speakers[model_type.value][start:start + n_speakers]
+ del self.models[model_type][model_id]
+
+ for new_id, speaker in enumerate(self.voice_speakers[model_type.value]):
+ speaker["id"] = new_id
+
+ gc.collect()
+ torch.cuda.empty_cache()
+
+ state = True
+ self.notify("model_unloaded", model_manager=self)
+ self.logger.info(f"Unloading success.")
+ except Exception as e:
+ self.logger.info(f"Unloading failed. {e}")
+ state = False
+
+ return state
+
+ def load_dimensional_emotion_model(self, model_path):
+ try:
+ import audonnx
+ root = os.path.dirname(model_path)
+ model_file = model_path
+ dimensional_emotion_model = audonnx.load(root=root, model_file=model_file)
+
+ self.notify("model_loaded", model_manager=self)
+ except Exception as e:
+ self.logger.warning(f"Load DIMENSIONAL_EMOTION_MODEL failed {e}")
+
+ return dimensional_emotion_model
+
+ def unload_dimensional_emotion_model(self):
+ self.dimensional_emotion_model = None
+ self.notify("model_unloaded", model_manager=self)
+
+ def load_hubert_model(self, model_path):
+ """"HuBERT-VITS"""
+ try:
+ from vits.hubert_model import hubert_soft
+ hubert = hubert_soft(model_path)
+ except Exception as e:
+ self.logger.warning(f"Load HUBERT_SOFT_MODEL failed {e}")
+ return hubert
+
+ def unload_hubert_model(self):
+ self.hubert = None
+ self.notify("model_unloaded", model_manager=self)
+
+ # def load_bert_model(self, bert_model_name):
+ # """"Bert-VITS2"""
+ # if bert_model_name not in self.BERT_MODELS:
+ # raise ValueError(f"Unknown BERT model name: {bert_model_name}")
+ # model_path = self.BERT_MODELS[bert_model_name]
+ # tokenizer = AutoTokenizer.from_pretrained(model_path)
+ # model = AutoModelForMaskedLM.from_pretrained(model_path).to(self.device)
+ # return tokenizer, model
+
+ def load_VITS_PinYin_model(self, bert_path):
+ """"vits_chinese"""
+ if self.tts_front is None:
+ self.tts_front = VITS_PinYin(bert_path, self.device)
+
+ def reorder_model(self, old_index, new_index):
+ """重新排序模型，将old_index位置的模型移动到new_index位置"""
+ if 0 <= old_index < len(self.models) and 0 <= new_index < len(self.models):
+ model = self.models[old_index]
+ del self.models[old_index]
+ self.models.insert(new_index, model)
+
+ def get_models_path(self):
+ """按返回模型路径列表"""
+ info = []
+
+ for models in self.models.values():
+ for values in models.values():
+ info.append(values[0])
+
+ return info
+
+ def get_models_path_by_type(self):
+ """按模型类型返回模型路径"""
+ info = {
+ ModelType.VITS.value: [],
+ ModelType.HUBERT_VITS.value: [],
+ ModelType.W2V2_VITS.value: [],
+ ModelType.BERT_VITS2.value: []
+ }
+ for model_type, models in self.models.items():
+ for values in models.values():
+ info[model_type].append(values[0])
+
+ return info
+
+ def get_models_info(self):
+ """按模型类型返回模型文件夹名以及模型文件名，speakers数量"""
+ info = {
+ ModelType.VITS.value: [],
+ ModelType.HUBERT_VITS.value: [],
+ ModelType.W2V2_VITS.value: [],
+ ModelType.BERT_VITS2.value: []
+ }
+ for model_type, model_data in self.models.items():
+ for model_id, (path, _, n_speakers) in model_data.items():
+ info[model_type.value].append(
+ {"model_id": model_id,
+ "model_path": os.path.basename(os.path.dirname(path)) + "/" + os.path.basename(path),
+ "n_speakers": n_speakers})
+
+ return info
+
+ def get_model_by_index(self, model_type, model_id):
+ """根据给定的索引返回模型"""
+ if 0 <= model_id < len(self.models):
+ _, model, _ = self.models[model_type][model_id]
+ return model
+ return None
+
+ # def get_bert_model(self, bert_model_name):
+ # if bert_model_name not in self.bert_models:
+ # raise ValueError(f"Model {bert_model_name} not loaded!")
+ # return self.bert_models[bert_model_name]
+
+ def clear_all(self):
+ """清除所有模型"""
+ self.models.clear()
+
+ def recognition_model_type(self, hps: HParams) -> str:
+ # model_config = json.load(model_config_json)
+ symbols = getattr(hps, "symbols", None)
+ # symbols = model_config.get("symbols", None)
+ emotion_embedding = getattr(hps.data, "emotion_embedding", False)
+
+ if "use_spk_conditioned_encoder" in hps.model:
+ model_type = ModelType.BERT_VITS2
+ return model_type
+
+ if symbols != None:
+ if not emotion_embedding:
+ mode_type = ModelType.VITS
+ else:
+ mode_type = ModelType.W2V2_VITS
+ else:
+ mode_type = ModelType.HUBERT_VITS
+
+ return mode_type
+
+ def _load_npy_from_path(self, path):
+ model_extention = os.path.splitext(path)[1]
+ if model_extention != ".npy":
+ raise ValueError(f"Unsupported model type: {model_extention}")
+ return np.load(path).reshape(-1, 1024)
+
+ def load_npy(self, emotion_reference_npy):
+ emotion_reference = np.empty((0, 1024))
+
+ if isinstance(emotion_reference_npy, list):
+ for i in emotion_reference_npy:
+ emotion_reference = np.append(emotion_reference, self._load_npy_from_path(i), axis=0)
+
+ elif os.path.isdir(emotion_reference_npy):
+ for root, dirs, files in os.walk(emotion_reference_npy):
+ for file_name in files:
+ if file_name.endswith(".npy"):
+ file_path = os.path.join(root, file_name)
+ emotion_reference = np.append(emotion_reference, self._load_npy_from_path(file_path), axis=0)
+
+ elif os.path.isfile(emotion_reference_npy):
+ emotion_reference = self._load_npy_from_path(emotion_reference_npy)
+
+ logging.info(f"Loaded emotional dimention npy range: {len(emotion_reference)}")
+ return emotion_reference
+
+ def scan_path(self):
+ folder_path = os.path.join(config.ABS_PATH, 'Model')
+ pth_files = glob.glob(folder_path + "/**/*.pth", recursive=True)
+ all_paths = []
+ unload_paths = []
+
+ loaded_paths = self.get_models_path()
+
+ for id, pth_file in enumerate(pth_files):
+ dir_name = os.path.dirname(pth_file)
+ json_file = glob.glob(dir_name + "/*.json", recursive=True)[0]
+ relative_pth_path = os.path.relpath(pth_file, folder_path)
+ relative_pth_path = f"{os.path.dirname(relative_pth_path)}/{os.path.basename(relative_pth_path)}"
+ relative_json_path = os.path.relpath(json_file, folder_path)
+ relative_json_path = f"{os.path.dirname(relative_json_path)}/{os.path.basename(relative_json_path)}"
+ info = {
+ 'model_id': id,
+ 'model_path': relative_pth_path,
+ 'config_path': relative_json_path
+ }
+ all_paths.append(info)
+
+ if not self.is_path_loaded(pth_file, loaded_paths):
+ unload_paths.append(info)
+
+ return unload_paths
+
+ def is_path_loaded(self, path, loaded_paths):
+ normalized_path = os.path.normpath(path)
+
+ for loaded_path in loaded_paths:
+ normalized_loaded_path = os.path.normpath(loaded_path)
+ if normalized_path == normalized_loaded_path:
+ return True
+
+ return False
diff --git a/README.md b/README.md
index 901940d..712db22 100644
--- a/README.md
+++ b/README.md
@@ -32,9 +32,9 @@
- [x] SSML (Speech Synthesis Markup Language) work in progress...
-## demo
+## Online Demo
-[](https://huggingface.co/spaces/Artrajz/vits-simple-api)
+[](https://huggingface.co/spaces/Artrajz/vits-simple-api) Thanks to Hugging Face!
Please note that different IDs may support different languages.[speakers](https://artrajz-vits-simple-api.hf.space/voice/speakers)
@@ -45,177 +45,135 @@ Please note that different IDs may support different languages.[speakers](https:
https://user-images.githubusercontent.com/73542220/237995061-c1f25b4e-dd86-438a-9363-4bb1fe65b425.mov
-# Deploy
+# Deployment
-## Docker(Recommended for Linux)
+There are two deployment options to choose from. Regardless of the option you select, you'll need to import the model after deployment to use the application.
-### Docker image pull script
+## Docker Deployment (Recommended for Linux)
-```
+### Step 1: Pull the Docker Image
+
+Run the following command to pull the Docker image. Follow the prompts in the script to choose the necessary files to download and pull the image:
+
+```bash
bash -c "$(wget -O- https://raw.githubusercontent.com/Artrajz/vits-simple-api/main/vits-simple-api-installer-latest.sh)"
```
-- The platforms currently supported by Docker images are `linux/amd64` and `linux/arm64`.(arm64 only has a CPU version)
-- After a successful pull, the vits model needs to be imported before use. Please follow the steps below to import the model.
+The default paths for project configuration files and model folders are `/usr/local/vits-simple-api/`.
-### Download VITS model
+### Step 2: Start
-Put the model into `/usr/local/vits-simple-api/Model`
+Run the following command to start the container:
-Folder structure
-│ hubert-soft-0d54a1f4.pt
-│ model.onnx
-│ model.yaml
-│
-├─g
-│ config.json
-│ G_953000.pth
-│
-├─louise
-│ 360_epochs.pth
-│ config.json
-│
-├─Nene_Nanami_Rong_Tang
-│ 1374_epochs.pth
-│ config.json
-│
-├─Zero_no_tsukaima
-│ 1158_epochs.pth
-│ config.json
-│
-└─npy
- 25ecb3f6-f968-11ed-b094-e0d4e84af078.npy
- all_emotions.npy
-config.py
-# Fill in the model path here
-MODEL_LIST = [
- # VITS
- [ABS_PATH + "/Model/Nene_Nanami_Rong_Tang/1374_epochs.pth", ABS_PATH + "/Model/Nene_Nanami_Rong_Tang/config.json"],
- [ABS_PATH + "/Model/Zero_no_tsukaima/1158_epochs.pth", ABS_PATH + "/Model/Zero_no_tsukaima/config.json"],
- [ABS_PATH + "/Model/g/G_953000.pth", ABS_PATH + "/Model/g/config.json"],
- # HuBert-VITS (Need to configure HUBERT_SOFT_MODEL)
- [ABS_PATH + "/Model/louise/360_epochs.pth", ABS_PATH + "/Model/louise/config.json"],
- # W2V2-VITS (Need to configure DIMENSIONAL_EMOTION_NPY)
- [ABS_PATH + "/Model/w2v2-vits/1026_epochs.pth", ABS_PATH + "/Model/w2v2-vits/config.json"],
-]
-# hubert-vits: hubert soft model
-HUBERT_SOFT_MODEL = ABS_PATH + "/Model/hubert-soft-0d54a1f4.pt"
-# w2v2-vits: Dimensional emotion npy file
-# load single npy: ABS_PATH+"/all_emotions.npy
-# load mutiple npy: [ABS_PATH + "/emotions1.npy", ABS_PATH + "/emotions2.npy"]
-# load mutiple npy from folder: ABS_PATH + "/Model/npy"
-DIMENSIONAL_EMOTION_NPY = ABS_PATH + "/Model/npy"
-# w2v2-vits: Need to have both `model.onnx` and `model.yaml` files in the same path.
-DIMENSIONAL_EMOTION_MODEL = ABS_PATH + "/Model/model.yaml"
-Folder structure
-│ hubert-soft-0d54a1f4.pt
-│ model.onnx
-│ model.yaml
-│
-├─g
-│ config.json
-│ G_953000.pth
-│
-├─louise
-│ 360_epochs.pth
-│ config.json
-│
-├─Nene_Nanami_Rong_Tang
-│ 1374_epochs.pth
-│ config.json
-│
-├─Zero_no_tsukaima
-│ 1158_epochs.pth
-│ config.json
-│
-└─npy
- 25ecb3f6-f968-11ed-b094-e0d4e84af078.npy
- all_emotions.npy
-config.py
-# Fill in the model path here
-MODEL_LIST = [
- # VITS
- [ABS_PATH + "/Model/Nene_Nanami_Rong_Tang/1374_epochs.pth", ABS_PATH + "/Model/Nene_Nanami_Rong_Tang/config.json"],
- [ABS_PATH + "/Model/Zero_no_tsukaima/1158_epochs.pth", ABS_PATH + "/Model/Zero_no_tsukaima/config.json"],
- [ABS_PATH + "/Model/g/G_953000.pth", ABS_PATH + "/Model/g/config.json"],
- # HuBert-VITS (Need to configure HUBERT_SOFT_MODEL)
- [ABS_PATH + "/Model/louise/360_epochs.pth", ABS_PATH + "/Model/louise/config.json"],
- # W2V2-VITS (Need to configure DIMENSIONAL_EMOTION_NPY)
- [ABS_PATH + "/Model/w2v2-vits/1026_epochs.pth", ABS_PATH + "/Model/w2v2-vits/config.json"],
-]
-# hubert-vits: hubert soft model
-HUBERT_SOFT_MODEL = ABS_PATH + "/Model/hubert-soft-0d54a1f4.pt"
-# w2v2-vits: Dimensional emotion npy file
-# load single npy: ABS_PATH+"/all_emotions.npy
-# load mutiple npy: [ABS_PATH + "/emotions1.npy", ABS_PATH + "/emotions2.npy"]
-# load mutiple npy from folder: ABS_PATH + "/Model/npy"
-DIMENSIONAL_EMOTION_NPY = ABS_PATH + "/Model/npy"
-# w2v2-vits: Need to have both `model.onnx` and `model.yaml` files in the same path.
-DIMENSIONAL_EMOTION_MODEL = ABS_PATH + "/Model/model.yaml"
-
+
diff --git a/README_zh.md b/README_zh.md
index cc95835..43f78c3 100644
--- a/README_zh.md
+++ b/README_zh.md
@@ -32,9 +32,9 @@
- [x] SSML语音合成标记语言（完善中...）
-## demo
+## 在线demo
-[](https://huggingface.co/spaces/Artrajz/vits-simple-api)
+[](https://huggingface.co/spaces/Artrajz/vits-simple-api) 感谢hugging face喵
注意不同的id支持的语言可能有所不同。[speakers](https://artrajz-vits-simple-api.hf.space/voice/speakers)
@@ -49,161 +49,134 @@ https://user-images.githubusercontent.com/73542220/237995061-c1f25b4e-dd86-438a-
# 部署
+有两种部署方式可供选择。不论你选择哪一种，完成部署后都需要导入模型才能使用。
+
## Docker部署（Linux推荐）
-### 镜像拉取脚本
+### 步骤1: 镜像拉取
-```
+运行以下命令以拉取 Docker 镜像，根据脚本中的提示选择需要下载的必要文件和拉取镜像：
+
+```bash
bash -c "$(wget -O- https://raw.githubusercontent.com/Artrajz/vits-simple-api/main/vits-simple-api-installer-latest.sh)"
```
-- 目前docker镜像支持的平台`linux/amd64,linux/arm64`（arm64仅有CPU版本）
-- 在拉取完成后，需要导入VITS模型才能使用，请根据以下步骤导入模型。
-
-### 下载VITS模型
-
-将模型放入`/usr/local/vits-simple-api/Model`
-
-Folder structure
-│ hubert-soft-0d54a1f4.pt
-│ model.onnx
-│ model.yaml
-├─g
-│ config.json
-│ G_953000.pth
-│
-├─louise
-│ 360_epochs.pth
-│ config.json
-│
-├─Nene_Nanami_Rong_Tang
-│ 1374_epochs.pth
-│ config.json
-│
-├─Zero_no_tsukaima
-│ 1158_epochs.pth
-│ config.json
-│
-└─npy
- 25ecb3f6-f968-11ed-b094-e0d4e84af078.npy
- all_emotions.npy
-config.py
-# 在此填写模型路径
-MODEL_LIST = [
- # VITS
- [ABS_PATH + "/Model/Nene_Nanami_Rong_Tang/1374_epochs.pth", ABS_PATH + "/Model/Nene_Nanami_Rong_Tang/config.json"],
- [ABS_PATH + "/Model/Zero_no_tsukaima/1158_epochs.pth", ABS_PATH + "/Model/Zero_no_tsukaima/config.json"],
- [ABS_PATH + "/Model/g/G_953000.pth", ABS_PATH + "/Model/g/config.json"],
- # HuBert-VITS (Need to configure HUBERT_SOFT_MODEL)
- [ABS_PATH + "/Model/louise/360_epochs.pth", ABS_PATH + "/Model/louise/config.json"],
- # W2V2-VITS (Need to configure DIMENSIONAL_EMOTION_NPY)
- [ABS_PATH + "/Model/w2v2-vits/1026_epochs.pth", ABS_PATH + "/Model/w2v2-vits/config.json"],
-]
-# hubert-vits: hubert soft 编码器
-HUBERT_SOFT_MODEL = ABS_PATH + "/Model/hubert-soft-0d54a1f4.pt"
-# w2v2-vits: Dimensional emotion npy file
-# 加载单独的npy: ABS_PATH+"/all_emotions.npy
-# 加载多个npy: [ABS_PATH + "/emotions1.npy", ABS_PATH + "/emotions2.npy"]
-# 从文件夹里加载npy: ABS_PATH + "/Model/npy"
-DIMENSIONAL_EMOTION_NPY = ABS_PATH + "/Model/npy"
-# w2v2-vits: 需要在同一路径下有model.onnx和model.yaml
-DIMENSIONAL_EMOTION_MODEL = ABS_PATH + "/Model/model.yaml"
-文件夹结构
-├─g
-│ config.json
-│ G_953000.pth
-│
-├─louise
-│ 360_epochs.pth
-│ config.json
-│ hubert-soft-0d54a1f4.pt
-│
-├─Nene_Nanami_Rong_Tang
-│ 1374_epochs.pth
-│ config.json
-│
-└─Zero_no_tsukaima
- 1158_epochs.pth
- config.json
-config.py
-# 在此填写模型路径
-MODEL_LIST = [
- # VITS
- [ABS_PATH + "/Model/Nene_Nanami_Rong_Tang/1374_epochs.pth", ABS_PATH + "/Model/Nene_Nanami_Rong_Tang/config.json"],
- [ABS_PATH + "/Model/Zero_no_tsukaima/1158_epochs.pth", ABS_PATH + "/Model/Zero_no_tsukaima/config.json"],
- [ABS_PATH + "/Model/g/G_953000.pth", ABS_PATH + "/Model/g/config.json"],
- # HuBert-VITS (Need to configure HUBERT_SOFT_MODEL)
- [ABS_PATH + "/Model/louise/360_epochs.pth", ABS_PATH + "/Model/louise/config.json"],
- # W2V2-VITS (Need to configure DIMENSIONAL_EMOTION_NPY)
- [ABS_PATH + "/Model/w2v2-vits/1026_epochs.pth", ABS_PATH + "/Model/w2v2-vits/config.json"],
-]
-# hubert-vits: hubert soft 编码器
-HUBERT_SOFT_MODEL = ABS_PATH + "/Model/hubert-soft-0d54a1f4.pt"
-# w2v2-vits: Dimensional emotion npy file
-# 加载单独的npy: ABS_PATH+"/all_emotions.npy
-# 加载多个npy: [ABS_PATH + "/emotions1.npy", ABS_PATH + "/emotions2.npy"]
-# 从文件夹里加载npy: ABS_PATH + "/Model/npy"
-DIMENSIONAL_EMOTION_NPY = ABS_PATH + "/Model/npy"
-# w2v2-vits: 需要在同一路径下有model.onnx和model.yaml
-DIMENSIONAL_EMOTION_MODEL = ABS_PATH + "/Model/model.yaml"
-
+
diff --git a/TTSManager.py b/TTSManager.py
new file mode 100644
index 0000000..658a60e
--- /dev/null
+++ b/TTSManager.py
@@ -0,0 +1,396 @@
+import librosa
+import re
+import numpy as np
+import xml.etree.ElementTree as ET
+from utils.config_manager import global_config as config
+import soundfile as sf
+from io import BytesIO
+from graiax import silkcoder
+from contants import ModelType
+from scipy.signal import resample_poly
+
+from logger import logger
+from observer import Observer
+from utils.sentence import sentence_split_and_markup, split_by_language, sentence_split
+
+
+class TTSManager(Observer):
+ def __init__(self, model_manager, **kwargs):
+ self.model_manager = model_manager
+ self.strength_dict = {"x-weak": 0.25, "weak": 0.5, "Medium": 0.75, "Strong": 1, "x-strong": 1.25}
+ self.logger = logger
+ self.infer_map = {
+ ModelType.VITS: self.vits_infer,
+ ModelType.W2V2_VITS: self.w2v2_vits_infer,
+ ModelType.HUBERT_VITS: self.hubert_vits_infer,
+ ModelType.BERT_VITS2: self.bert_vits2_infer,
+ }
+ self.speaker_lang = None
+ if getattr(config, "LANGUAGE_AUTOMATIC_DETECT", []) != []:
+ self.speaker_lang = getattr(config, "LANGUAGE_AUTOMATIC_DETECT")
+
+ @property
+ def sid2model(self):
+ return self.model_manager.sid2model
+
+ @property
+ def voice_speakers(self):
+ return self.model_manager.voice_speakers
+
+ @property
+ def dimensional_emotion_model(self):
+ return self.model_manager.dimensional_emotion_model
+
+ def update(self, message, **kwargs):
+ if message == "model_loaded":
+ self._handle_model_loaded(kwargs['model_manager'])
+ elif message == "model_unloaded":
+ self._handle_model_unloaded(kwargs['model_manager'])
+
+ def _handle_model_loaded(self, model_manager):
+ self.model_manager = model_manager
+
+ def _handle_model_unloaded(self, model_manager):
+ self.model_manager = model_manager
+
+ def encode(self, sampling_rate, audio, format):
+ with BytesIO() as f:
+ if format.upper() == 'OGG':
+ sf.write(f, audio, sampling_rate, format="ogg")
+ return BytesIO(f.getvalue())
+ elif format.upper() == 'SILK':
+ sf.write(f, audio, sampling_rate, format="wav")
+ return BytesIO(silkcoder.encode(f))
+ elif format.upper() == 'MP3':
+ sf.write(f, audio, sampling_rate, format="mp3")
+ return BytesIO(f.getvalue())
+ elif format.upper() == 'WAV':
+ sf.write(f, audio, sampling_rate, format="wav")
+ return BytesIO(f.getvalue())
+ elif format.upper() == 'FLAC':
+ sf.write(f, audio, sampling_rate, format="flac")
+ return BytesIO(f.getvalue())
+ else:
+ raise ValueError(f"Unsupported format:{format}")
+
+ def convert_time_string(self, time_string):
+ time_value = float(re.findall(r'\d+\.?\d*', time_string)[0])
+ time_unit = re.findall(r'[a-zA-Z]+', time_string)[0].lower()
+
+ if time_unit.upper() == 'MS':
+ return time_value / 1000
+ elif time_unit.upper() == 'S':
+ return time_value
+ elif time_unit.upper() == 'MIN':
+ return time_value * 60
+ elif time_unit.upper() == 'H':
+ return time_value * 3600
+ elif time_unit.upper() == 'D':
+ return time_value * 24 * 3600 # 不会有人真写D吧？
+ else:
+ raise ValueError("Unsupported time unit: {}".format(time_unit))
+
+ def generate_audio_chunks(self, audio):
+ chunk_size = 4096
+ while True:
+ chunk = audio.read(chunk_size)
+ if not chunk:
+ break
+ yield chunk
+
+ def resample_audio(self, audio, orig_sr, target_sr):
+ if orig_sr == target_sr:
+ return audio
+
+ gcd = np.gcd(orig_sr, target_sr)
+ audio = resample_poly(audio, target_sr // gcd, orig_sr // gcd)
+
+ return audio
+
+ def get_model(self, model_type, id):
+ return self.sid2model[model_type][id]["model"]
+
+ def get_real_id(self, model_type, id):
+ return self.sid2model[model_type][id]["real_id"]
+
+ def get_model_id(self, model_type, id):
+ return self.sid2model[model_type][id]["model_id"]
+
+ def parse_ssml(self, ssml):
+ root = ET.fromstring(ssml)
+ format = root.attrib.get("format", "wav")
+ voice_tasks = []
+ brk_count = 0
+ strength_dict = {"x-weak": 0.25, "weak": 0.5, "Medium": 0.75, "Strong": 1, "x-strong": 1.25}
+
+ for element in root.iter():
+ if element.tag == "voice":
+ id = int(element.attrib.get("id", root.attrib.get("id", config.ID)))
+ lang = element.attrib.get("lang", root.attrib.get("lang", config.LANG))
+ length = float(element.attrib.get("length", root.attrib.get("length", config.LENGTH)))
+ noise = float(element.attrib.get("noise", root.attrib.get("noise", config.NOISE)))
+ noisew = float(element.attrib.get("noisew", root.attrib.get("noisew", config.NOISEW)))
+ max = int(element.attrib.get("max", root.attrib.get("max", "0")))
+ # 不填写默认就是vits
+ model_type = element.attrib.get("model_type", root.attrib.get("model_type", "vits"))
+ # w2v2-vits/emotion-vits才有emotion
+ emotion = int(element.attrib.get("emotion", root.attrib.get("emotion", 0)))
+ # Bert-VITS2的参数
+ sdp_ratio = int(element.attrib.get("sdp_ratio", root.attrib.get("sdp_ratio", config.SDP_RATIO)))
+
+ voice_element = ET.tostring(element, encoding='unicode')
+
+ pattern_voice = r'(.*?)'
+ pattern_break = r'=4)throw new Error("Bootstrap's JavaScript requires at least jQuery v1.9.1 but less than v4.0.0")}};u.jQueryDetection(),i.default.fn.emulateTransitionEnd=function(t){var e=this,n=!1;return i.default(this).one(u.TRANSITION_END,(function(){n=!0})),setTimeout((function(){n||u.triggerTransitionEnd(e)}),t),this},i.default.event.special[u.TRANSITION_END]={bindType:l,delegateType:l,handle:function(t){if(i.default(t.target).is(this))return t.handleObj.handler.apply(this,arguments)}};var f="bs.alert",d=i.default.fn.alert,c=function(){function t(t){this._element=t}var e=t.prototype;return e.close=function(t){var e=this._element;t&&(e=this._getRootElement(t)),this._triggerCloseEvent(e).isDefaultPrevented()||this._removeElement(e)},e.dispose=function(){i.default.removeData(this._element,f),this._element=null},e._getRootElement=function(t){var e=u.getSelectorFromElement(t),n=!1;return 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n=bt(t.instance.popper,t.instance.reference,e.padding,e.boundariesElement,t.positionFixed),i=t.placement.split("-")[0],o=Ct(i),r=t.placement.split("-")[1]||"",a=[];switch(e.behavior){case"flip":a=[i,o];break;case"clockwise":a=Wt(i);break;case"counterclockwise":a=Wt(i,!0);break;default:a=e.behavior}return a.forEach((function(s,l){if(i!==s||a.length===l+1)return t;i=t.placement.split("-")[0],o=Ct(i);var u=t.offsets.popper,f=t.offsets.reference,d=Math.floor,c="left"===i&&d(u.right)>d(f.left)||"right"===i&&d(u.left)d(f.top)||"bottom"===i&&d(u.top)d(n.right),m=d(u.top)d(n.bottom),_="left"===i&&h||"right"===i&&p||"top"===i&&m||"bottom"===i&&g,v=-1!==["top","bottom"].indexOf(i),b=!!e.flipVariations&&(v&&"start"===r&&h||v&&"end"===r&&p||!v&&"start"===r&&m||!v&&"end"===r&&g),y=!!e.flipVariationsByContent&&(v&&"start"===r&&p||v&&"end"===r&&h||!v&&"start"===r&&g||!v&&"end"===r&&m),E=b||y;(c||_||E)&&(t.flipped=!0,(c||_)&&(i=a[l+1]),E&&(r=function(t){return"end"===t?"start":"start"===t?"end":t}(r)),t.placement=i+(r?"-"+r:""),t.offsets.popper=ct({},t.offsets.popper,St(t.instance.popper,t.offsets.reference,t.placement)),t=Dt(t.instance.modifiers,t,"flip"))})),t},behavior:"flip",padding:5,boundariesElement:"viewport",flipVariations:!1,flipVariationsByContent:!1},inner:{order:700,enabled:!1,fn:function(t){var e=t.placement,n=e.split("-")[0],i=t.offsets,o=i.popper,r=i.reference,a=-1!==["left","right"].indexOf(n),s=-1===["top","left"].indexOf(n);return o[a?"left":"top"]=r[n]-(s?o[a?"width":"height"]:0),t.placement=Ct(e),t.offsets.popper=ht(o),t}},hide:{order:800,enabled:!0,fn:function(t){if(!Mt(t.instance.modifiers,"hide","preventOverflow"))return t;var e=t.offsets.reference,n=Nt(t.instance.modifiers,(function(t){return"preventOverflow"===t.name})).boundaries;if(e.bottomn.right||e.top>n.bottom||e.right2&&void 0!==arguments[2]?arguments[2]:{};ut(this,t),this.scheduleUpdate=function(){return requestAnimationFrame(i.update)},this.update=Y(this.update.bind(this)),this.options=ct({},t.Defaults,o),this.state={isDestroyed:!1,isCreated:!1,scrollParents:[]},this.reference=e&&e.jquery?e[0]:e,this.popper=n&&n.jquery?n[0]:n,this.options.modifiers={},Object.keys(ct({},t.Defaults.modifiers,o.modifiers)).forEach((function(e){i.options.modifiers[e]=ct({},t.Defaults.modifiers[e]||{},o.modifiers?o.modifiers[e]:{})})),this.modifiers=Object.keys(this.options.modifiers).map((function(t){return ct({name:t},i.options.modifiers[t])})).sort((function(t,e){return t.order-e.order})),this.modifiers.forEach((function(t){t.enabled&&z(t.onLoad)&&t.onLoad(i.reference,i.popper,i.options,t,i.state)})),this.update();var r=this.options.eventsEnabled;r&&this.enableEventListeners(),this.state.eventsEnabled=r}return ft(t,[{key:"update",value:function(){return At.call(this)}},{key:"destroy",value:function(){return Ot.call(this)}},{key:"enableEventListeners",value:function(){return Pt.call(this)}},{key:"disableEventListeners",value:function(){return Ft.call(this)}}]),t}();Vt.Utils=("undefined"!=typeof window?window:global).PopperUtils,Vt.placements=qt,Vt.Defaults=Ut;var Yt=Vt,zt="dropdown",Kt="bs.dropdown",Xt=i.default.fn[zt],Gt=new RegExp("38|40|27"),$t="disabled",Jt="show",Zt="dropdown-menu-right",te="hide.bs.dropdown",ee="hidden.bs.dropdown",ne="click.bs.dropdown.data-api",ie="keydown.bs.dropdown.data-api",oe='[data-toggle="dropdown"]',re=".dropdown-menu",ae={offset:0,flip:!0,boundary:"scrollParent",reference:"toggle",display:"dynamic",popperConfig:null},se={offset:"(number|string|function)",flip:"boolean",boundary:"(string|element)",reference:"(string|element)",display:"string",popperConfig:"(null|object)"},le=function(){function t(t,e){this._element=t,this._popper=null,this._config=this._getConfig(e),this._menu=this._getMenuElement(),this._inNavbar=this._detectNavbar(),this._addEventListeners()}var e=t.prototype;return e.toggle=function(){if(!this._element.disabled&&!i.default(this._element).hasClass($t)){var e=i.default(this._menu).hasClass(Jt);t._clearMenus(),e||this.show(!0)}},e.show=function(e){if(void 0===e&&(e=!1),!(this._element.disabled||i.default(this._element).hasClass($t)||i.default(this._menu).hasClass(Jt))){var n={relatedTarget:this._element},o=i.default.Event("show.bs.dropdown",n),r=t._getParentFromElement(this._element);if(i.default(r).trigger(o),!o.isDefaultPrevented()){if(!this._inNavbar&&e){if("undefined"==typeof Yt)throw new TypeError("Bootstrap's dropdowns require Popper (https://popper.js.org)");var a=this._element;"parent"===this._config.reference?a=r:u.isElement(this._config.reference)&&(a=this._config.reference,"undefined"!=typeof this._config.reference.jquery&&(a=this._config.reference[0])),"scrollParent"!==this._config.boundary&&i.default(r).addClass("position-static"),this._popper=new Yt(a,this._menu,this._getPopperConfig())}"ontouchstart"in document.documentElement&&0===i.default(r).closest(".navbar-nav").length&&i.default(document.body).children().on("mouseover",null,i.default.noop),this._element.focus(),this._element.setAttribute("aria-expanded",!0),i.default(this._menu).toggleClass(Jt),i.default(r).toggleClass(Jt).trigger(i.default.Event("shown.bs.dropdown",n))}}},e.hide=function(){if(!this._element.disabled&&!i.default(this._element).hasClass($t)&&i.default(this._menu).hasClass(Jt)){var e={relatedTarget:this._element},n=i.default.Event(te,e),o=t._getParentFromElement(this._element);i.default(o).trigger(n),n.isDefaultPrevented()||(this._popper&&this._popper.destroy(),i.default(this._menu).toggleClass(Jt),i.default(o).toggleClass(Jt).trigger(i.default.Event(ee,e)))}},e.dispose=function(){i.default.removeData(this._element,Kt),i.default(this._element).off(".bs.dropdown"),this._element=null,this._menu=null,null!==this._popper&&(this._popper.destroy(),this._popper=null)},e.update=function(){this._inNavbar=this._detectNavbar(),null!==this._popper&&this._popper.scheduleUpdate()},e._addEventListeners=function(){var t=this;i.default(this._element).on("click.bs.dropdown",(function(e){e.preventDefault(),e.stopPropagation(),t.toggle()}))},e._getConfig=function(t){return t=a({},this.constructor.Default,i.default(this._element).data(),t),u.typeCheckConfig(zt,t,this.constructor.DefaultType),t},e._getMenuElement=function(){if(!this._menu){var e=t._getParentFromElement(this._element);e&&(this._menu=e.querySelector(re))}return this._menu},e._getPlacement=function(){var t=i.default(this._element.parentNode),e="bottom-start";return t.hasClass("dropup")?e=i.default(this._menu).hasClass(Zt)?"top-end":"top-start":t.hasClass("dropright")?e="right-start":t.hasClass("dropleft")?e="left-start":i.default(this._menu).hasClass(Zt)&&(e="bottom-end"),e},e._detectNavbar=function(){return i.default(this._element).closest(".navbar").length>0},e._getOffset=function(){var t=this,e={};return"function"==typeof this._config.offset?e.fn=function(e){return e.offsets=a({},e.offsets,t._config.offset(e.offsets,t._element)),e}:e.offset=this._config.offset,e},e._getPopperConfig=function(){var t={placement:this._getPlacement(),modifiers:{offset:this._getOffset(),flip:{enabled:this._config.flip},preventOverflow:{boundariesElement:this._config.boundary}}};return"static"===this._config.display&&(t.modifiers.applyStyle={enabled:!1}),a({},t,this._config.popperConfig)},t._jQueryInterface=function(e){return this.each((function(){var n=i.default(this).data(Kt);if(n||(n=new t(this,"object"==typeof e?e:null),i.default(this).data(Kt,n)),"string"==typeof e){if("undefined"==typeof n[e])throw new TypeError('No method named "'+e+'"');n[e]()}}))},t._clearMenus=function(e){if(!e||3!==e.which&&("keyup"!==e.type||9===e.which))for(var n=[].slice.call(document.querySelectorAll(oe)),o=0,r=n.length;o0&&a--,40===e.which&&adocument.documentElement.clientHeight;n||(this._element.style.overflowY="hidden"),this._element.classList.add(pe);var o=u.getTransitionDurationFromElement(this._dialog);i.default(this._element).off(u.TRANSITION_END),i.default(this._element).one(u.TRANSITION_END,(function(){t._element.classList.remove(pe),n||i.default(t._element).one(u.TRANSITION_END,(function(){t._element.style.overflowY=""})).emulateTransitionEnd(t._element,o)})).emulateTransitionEnd(o),this._element.focus()}},e._showElement=function(t){var e=this,n=i.default(this._element).hasClass(ce),o=this._dialog?this._dialog.querySelector(".modal-body"):null;this._element.parentNode&&this._element.parentNode.nodeType===Node.ELEMENT_NODE||document.body.appendChild(this._element),this._element.style.display="block",this._element.removeAttribute("aria-hidden"),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),i.default(this._dialog).hasClass("modal-dialog-scrollable")&&o?o.scrollTop=0:this._element.scrollTop=0,n&&u.reflow(this._element),i.default(this._element).addClass(he),this._config.focus&&this._enforceFocus();var r=i.default.Event("shown.bs.modal",{relatedTarget:t}),a=function(){e._config.focus&&e._element.focus(),e._isTransitioning=!1,i.default(e._element).trigger(r)};if(n){var s=u.getTransitionDurationFromElement(this._dialog);i.default(this._dialog).one(u.TRANSITION_END,a).emulateTransitionEnd(s)}else a()},e._enforceFocus=function(){var t=this;i.default(document).off(_e).on(_e,(function(e){document!==e.target&&t._element!==e.target&&0===i.default(t._element).has(e.target).length&&t._element.focus()}))},e._setEscapeEvent=function(){var t=this;this._isShown?i.default(this._element).on(ye,(function(e){t._config.keyboard&&27===e.which?(e.preventDefault(),t.hide()):t._config.keyboard||27!==e.which||t._triggerBackdropTransition()})):this._isShown||i.default(this._element).off(ye)},e._setResizeEvent=function(){var t=this;this._isShown?i.default(window).on(ve,(function(e){return t.handleUpdate(e)})):i.default(window).off(ve)},e._hideModal=function(){var t=this;this._element.style.display="none",this._element.setAttribute("aria-hidden",!0),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._isTransitioning=!1,this._showBackdrop((function(){i.default(document.body).removeClass(de),t._resetAdjustments(),t._resetScrollbar(),i.default(t._element).trigger(me)}))},e._removeBackdrop=function(){this._backdrop&&(i.default(this._backdrop).remove(),this._backdrop=null)},e._showBackdrop=function(t){var e=this,n=i.default(this._element).hasClass(ce)?ce:"";if(this._isShown&&this._config.backdrop){if(this._backdrop=document.createElement("div"),this._backdrop.className="modal-backdrop",n&&this._backdrop.classList.add(n),i.default(this._backdrop).appendTo(document.body),i.default(this._element).on(be,(function(t){e._ignoreBackdropClick?e._ignoreBackdropClick=!1:t.target===t.currentTarget&&("static"===e._config.backdrop?e._triggerBackdropTransition():e.hide())})),n&&u.reflow(this._backdrop),i.default(this._backdrop).addClass(he),!t)return;if(!n)return void t();var o=u.getTransitionDurationFromElement(this._backdrop);i.default(this._backdrop).one(u.TRANSITION_END,t).emulateTransitionEnd(o)}else if(!this._isShown&&this._backdrop){i.default(this._backdrop).removeClass(he);var r=function(){e._removeBackdrop(),t&&t()};if(i.default(this._element).hasClass(ce)){var a=u.getTransitionDurationFromElement(this._backdrop);i.default(this._backdrop).one(u.TRANSITION_END,r).emulateTransitionEnd(a)}else r()}else t&&t()},e._adjustDialog=function(){var t=this._element.scrollHeight>document.documentElement.clientHeight;!this._isBodyOverflowing&&t&&(this._element.style.paddingLeft=this._scrollbarWidth+"px"),this._isBodyOverflowing&&!t&&(this._element.style.paddingRight=this._scrollbarWidth+"px")},e._resetAdjustments=function(){this._element.style.paddingLeft="",this._element.style.paddingRight=""},e._checkScrollbar=function(){var t=document.body.getBoundingClientRect();this._isBodyOverflowing=Math.round(t.left+t.right)
',trigger:"hover focus",title:"",delay:0,html:!1,selector:!1,placement:"top",offset:0,container:!1,fallbackPlacement:"flip",boundary:"scrollParent",customClass:"",sanitize:!0,sanitizeFn:null,whiteList:{"*":["class","dir","id","lang","role",/^aria-[\w-]*$/i],a:["target","href","title","rel"],area:[],b:[],br:[],col:[],code:[],div:[],em:[],hr:[],h1:[],h2:[],h3:[],h4:[],h5:[],h6:[],i:[],img:["src","srcset","alt","title","width","height"],li:[],ol:[],p:[],pre:[],s:[],small:[],span:[],sub:[],sup:[],strong:[],u:[],ul:[]},popperConfig:null},We={animation:"boolean",template:"string",title:"(string|element|function)",trigger:"string",delay:"(number|object)",html:"boolean",selector:"(string|boolean)",placement:"(string|function)",offset:"(number|string|function)",container:"(string|element|boolean)",fallbackPlacement:"(string|array)",boundary:"(string|element)",customClass:"(string|function)",sanitize:"boolean",sanitizeFn:"(null|function)",whiteList:"object",popperConfig:"(null|object)"},Ue={HIDE:"hide.bs.tooltip",HIDDEN:"hidden.bs.tooltip",SHOW:"show.bs.tooltip",SHOWN:"shown.bs.tooltip",INSERTED:"inserted.bs.tooltip",CLICK:"click.bs.tooltip",FOCUSIN:"focusin.bs.tooltip",FOCUSOUT:"focusout.bs.tooltip",MOUSEENTER:"mouseenter.bs.tooltip",MOUSELEAVE:"mouseleave.bs.tooltip"},Ve=function(){function t(t,e){if("undefined"==typeof Yt)throw new TypeError("Bootstrap's tooltips require Popper (https://popper.js.org)");this._isEnabled=!0,this._timeout=0,this._hoverState="",this._activeTrigger={},this._popper=null,this.element=t,this.config=this._getConfig(e),this.tip=null,this._setListeners()}var e=t.prototype;return e.enable=function(){this._isEnabled=!0},e.disable=function(){this._isEnabled=!1},e.toggleEnabled=function(){this._isEnabled=!this._isEnabled},e.toggle=function(t){if(this._isEnabled)if(t){var e=this.constructor.DATA_KEY,n=i.default(t.currentTarget).data(e);n||(n=new this.constructor(t.currentTarget,this._getDelegateConfig()),i.default(t.currentTarget).data(e,n)),n._activeTrigger.click=!n._activeTrigger.click,n._isWithActiveTrigger()?n._enter(null,n):n._leave(null,n)}else{if(i.default(this.getTipElement()).hasClass(Fe))return void this._leave(null,this);this._enter(null,this)}},e.dispose=function(){clearTimeout(this._timeout),i.default.removeData(this.element,this.constructor.DATA_KEY),i.default(this.element).off(this.constructor.EVENT_KEY),i.default(this.element).closest(".modal").off("hide.bs.modal",this._hideModalHandler),this.tip&&i.default(this.tip).remove(),this._isEnabled=null,this._timeout=null,this._hoverState=null,this._activeTrigger=null,this._popper&&this._popper.destroy(),this._popper=null,this.element=null,this.config=null,this.tip=null},e.show=function(){var t=this;if("none"===i.default(this.element).css("display"))throw new Error("Please use show on visible elements");var e=i.default.Event(this.constructor.Event.SHOW);if(this.isWithContent()&&this._isEnabled){i.default(this.element).trigger(e);var n=u.findShadowRoot(this.element),o=i.default.contains(null!==n?n:this.element.ownerDocument.documentElement,this.element);if(e.isDefaultPrevented()||!o)return;var r=this.getTipElement(),a=u.getUID(this.constructor.NAME);r.setAttribute("id",a),this.element.setAttribute("aria-describedby",a),this.setContent(),this.config.animation&&i.default(r).addClass(Pe);var s="function"==typeof this.config.placement?this.config.placement.call(this,r,this.element):this.config.placement,l=this._getAttachment(s);this.addAttachmentClass(l);var f=this._getContainer();i.default(r).data(this.constructor.DATA_KEY,this),i.default.contains(this.element.ownerDocument.documentElement,this.tip)||i.default(r).appendTo(f),i.default(this.element).trigger(this.constructor.Event.INSERTED),this._popper=new Yt(this.element,r,this._getPopperConfig(l)),i.default(r).addClass(Fe),i.default(r).addClass(this.config.customClass),"ontouchstart"in document.documentElement&&i.default(document.body).children().on("mouseover",null,i.default.noop);var d=function(){t.config.animation&&t._fixTransition();var e=t._hoverState;t._hoverState=null,i.default(t.element).trigger(t.constructor.Event.SHOWN),e===Be&&t._leave(null,t)};if(i.default(this.tip).hasClass(Pe)){var c=u.getTransitionDurationFromElement(this.tip);i.default(this.tip).one(u.TRANSITION_END,d).emulateTransitionEnd(c)}else d()}},e.hide=function(t){var e=this,n=this.getTipElement(),o=i.default.Event(this.constructor.Event.HIDE),r=function(){e._hoverState!==Re&&n.parentNode&&n.parentNode.removeChild(n),e._cleanTipClass(),e.element.removeAttribute("aria-describedby"),i.default(e.element).trigger(e.constructor.Event.HIDDEN),null!==e._popper&&e._popper.destroy(),t&&t()};if(i.default(this.element).trigger(o),!o.isDefaultPrevented()){if(i.default(n).removeClass(Fe),"ontouchstart"in document.documentElement&&i.default(document.body).children().off("mouseover",null,i.default.noop),this._activeTrigger.click=!1,this._activeTrigger.focus=!1,this._activeTrigger.hover=!1,i.default(this.tip).hasClass(Pe)){var a=u.getTransitionDurationFromElement(n);i.default(n).one(u.TRANSITION_END,r).emulateTransitionEnd(a)}else r();this._hoverState=""}},e.update=function(){null!==this._popper&&this._popper.scheduleUpdate()},e.isWithContent=function(){return Boolean(this.getTitle())},e.addAttachmentClass=function(t){i.default(this.getTipElement()).addClass("bs-tooltip-"+t)},e.getTipElement=function(){return this.tip=this.tip||i.default(this.config.template)[0],this.tip},e.setContent=function(){var t=this.getTipElement();this.setElementContent(i.default(t.querySelectorAll(".tooltip-inner")),this.getTitle()),i.default(t).removeClass("fade show")},e.setElementContent=function(t,e){"object"!=typeof e||!e.nodeType&&!e.jquery?this.config.html?(this.config.sanitize&&(e=ke(e,this.config.whiteList,this.config.sanitizeFn)),t.html(e)):t.text(e):this.config.html?i.default(e).parent().is(t)||t.empty().append(e):t.text(i.default(e).text())},e.getTitle=function(){var t=this.element.getAttribute("data-original-title");return t||(t="function"==typeof this.config.title?this.config.title.call(this.element):this.config.title),t},e._getPopperConfig=function(t){var e=this;return a({},{placement:t,modifiers:{offset:this._getOffset(),flip:{behavior:this.config.fallbackPlacement},arrow:{element:".arrow"},preventOverflow:{boundariesElement:this.config.boundary}},onCreate:function(t){t.originalPlacement!==t.placement&&e._handlePopperPlacementChange(t)},onUpdate:function(t){return e._handlePopperPlacementChange(t)}},this.config.popperConfig)},e._getOffset=function(){var t=this,e={};return"function"==typeof this.config.offset?e.fn=function(e){return e.offsets=a({},e.offsets,t.config.offset(e.offsets,t.element)),e}:e.offset=this.config.offset,e},e._getContainer=function(){return!1===this.config.container?document.body:u.isElement(this.config.container)?i.default(this.config.container):i.default(document).find(this.config.container)},e._getAttachment=function(t){return qe[t.toUpperCase()]},e._setListeners=function(){var t=this;this.config.trigger.split(" ").forEach((function(e){if("click"===e)i.default(t.element).on(t.constructor.Event.CLICK,t.config.selector,(function(e){return t.toggle(e)}));else if("manual"!==e){var n=e===He?t.constructor.Event.MOUSEENTER:t.constructor.Event.FOCUSIN,o=e===He?t.constructor.Event.MOUSELEAVE:t.constructor.Event.FOCUSOUT;i.default(t.element).on(n,t.config.selector,(function(e){return t._enter(e)})).on(o,t.config.selector,(function(e){return t._leave(e)}))}})),this._hideModalHandler=function(){t.element&&t.hide()},i.default(this.element).closest(".modal").on("hide.bs.modal",this._hideModalHandler),this.config.selector?this.config=a({},this.config,{trigger:"manual",selector:""}):this._fixTitle()},e._fixTitle=function(){var t=typeof this.element.getAttribute("data-original-title");(this.element.getAttribute("title")||"string"!==t)&&(this.element.setAttribute("data-original-title",this.element.getAttribute("title")||""),this.element.setAttribute("title",""))},e._enter=function(t,e){var n=this.constructor.DATA_KEY;(e=e||i.default(t.currentTarget).data(n))||(e=new this.constructor(t.currentTarget,this._getDelegateConfig()),i.default(t.currentTarget).data(n,e)),t&&(e._activeTrigger["focusin"===t.type?Me:He]=!0),i.default(e.getTipElement()).hasClass(Fe)||e._hoverState===Re?e._hoverState=Re:(clearTimeout(e._timeout),e._hoverState=Re,e.config.delay&&e.config.delay.show?e._timeout=setTimeout((function(){e._hoverState===Re&&e.show()}),e.config.delay.show):e.show())},e._leave=function(t,e){var n=this.constructor.DATA_KEY;(e=e||i.default(t.currentTarget).data(n))||(e=new this.constructor(t.currentTarget,this._getDelegateConfig()),i.default(t.currentTarget).data(n,e)),t&&(e._activeTrigger["focusout"===t.type?Me:He]=!1),e._isWithActiveTrigger()||(clearTimeout(e._timeout),e._hoverState=Be,e.config.delay&&e.config.delay.hide?e._timeout=setTimeout((function(){e._hoverState===Be&&e.hide()}),e.config.delay.hide):e.hide())},e._isWithActiveTrigger=function(){for(var t in 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.accordion-item:first-child{border-top:0}.accordion-flush .accordion-item:last-child{border-bottom:0}.accordion-flush .accordion-item .accordion-button,.accordion-flush .accordion-item .accordion-button.collapsed{border-radius:0}[data-bs-theme=dark] .accordion-button::after{--bs-accordion-btn-icon:url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%236ea8fe'%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e");--bs-accordion-btn-active-icon:url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%236ea8fe'%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e")}.breadcrumb{--bs-breadcrumb-padding-x:0;--bs-breadcrumb-padding-y:0;--bs-breadcrumb-margin-bottom:1rem;--bs-breadcrumb-bg: 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"/")}.breadcrumb-item.active{color:var(--bs-breadcrumb-item-active-color)}.pagination{--bs-pagination-padding-x:0.75rem;--bs-pagination-padding-y:0.375rem;--bs-pagination-font-size:1rem;--bs-pagination-color:var(--bs-link-color);--bs-pagination-bg:var(--bs-body-bg);--bs-pagination-border-width:var(--bs-border-width);--bs-pagination-border-color:var(--bs-border-color);--bs-pagination-border-radius:var(--bs-border-radius);--bs-pagination-hover-color:var(--bs-link-hover-color);--bs-pagination-hover-bg:var(--bs-tertiary-bg);--bs-pagination-hover-border-color:var(--bs-border-color);--bs-pagination-focus-color:var(--bs-link-hover-color);--bs-pagination-focus-bg:var(--bs-secondary-bg);--bs-pagination-focus-box-shadow:0 0 0 0.25rem rgba(13, 110, 253, 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(min-width:576px){.list-group-horizontal-sm{flex-direction:row}.list-group-horizontal-sm>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-sm>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-sm>.list-group-item.active{margin-top:0}.list-group-horizontal-sm>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-sm>.list-group-item+.list-group-item.active{margin-left:calc(-1 * var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media (min-width:768px){.list-group-horizontal-md{flex-direction:row}.list-group-horizontal-md>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-md>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-md>.list-group-item.active{margin-top:0}.list-group-horizontal-md>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-md>.list-group-item+.list-group-item.active{margin-left:calc(-1 * var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media (min-width:992px){.list-group-horizontal-lg{flex-direction:row}.list-group-horizontal-lg>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-lg>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-lg>.list-group-item.active{margin-top:0}.list-group-horizontal-lg>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-lg>.list-group-item+.list-group-item.active{margin-left:calc(-1 * var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media (min-width:1200px){.list-group-horizontal-xl{flex-direction:row}.list-group-horizontal-xl>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-xl>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-xl>.list-group-item.active{margin-top:0}.list-group-horizontal-xl>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-xl>.list-group-item+.list-group-item.active{margin-left:calc(-1 * var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media (min-width:1400px){.list-group-horizontal-xxl{flex-direction:row}.list-group-horizontal-xxl>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-xxl>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-xxl>.list-group-item.active{margin-top:0}.list-group-horizontal-xxl>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-xxl>.list-group-item+.list-group-item.active{margin-left:calc(-1 * var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}.list-group-flush{border-radius:0}.list-group-flush>.list-group-item{border-width:0 0 var(--bs-list-group-border-width)}.list-group-flush>.list-group-item:last-child{border-bottom-width:0}.list-group-item-primary{--bs-list-group-color:var(--bs-primary-text-emphasis);--bs-list-group-bg:var(--bs-primary-bg-subtle);--bs-list-group-border-color:var(--bs-primary-border-subtle);--bs-list-group-action-hover-color:var(--bs-emphasis-color);--bs-list-group-action-hover-bg:var(--bs-primary-border-subtle);--bs-list-group-action-active-color:var(--bs-emphasis-color);--bs-list-group-action-active-bg:var(--bs-primary-border-subtle);--bs-list-group-active-color:var(--bs-primary-bg-subtle);--bs-list-group-active-bg:var(--bs-primary-text-emphasis);--bs-list-group-active-border-color:var(--bs-primary-text-emphasis)}.list-group-item-secondary{--bs-list-group-color:var(--bs-secondary-text-emphasis);--bs-list-group-bg:var(--bs-secondary-bg-subtle);--bs-list-group-border-color:var(--bs-secondary-border-subtle);--bs-list-group-action-hover-color:var(--bs-emphasis-color);--bs-list-group-action-hover-bg:var(--bs-secondary-border-subtle);--bs-list-group-action-active-color:var(--bs-emphasis-color);--bs-list-group-action-active-bg:var(--bs-secondary-border-subtle);--bs-list-group-active-color:var(--bs-secondary-bg-subtle);--bs-list-group-active-bg:var(--bs-secondary-text-emphasis);--bs-list-group-active-border-color:var(--bs-secondary-text-emphasis)}.list-group-item-success{--bs-list-group-color:var(--bs-success-text-emphasis);--bs-list-group-bg:var(--bs-success-bg-subtle);--bs-list-group-border-color:var(--bs-success-border-subtle);--bs-list-group-action-hover-color:var(--bs-emphasis-color);--bs-list-group-action-hover-bg:var(--bs-success-border-subtle);--bs-list-group-action-active-color:var(--bs-emphasis-color);--bs-list-group-action-active-bg:var(--bs-success-border-subtle);--bs-list-group-active-color:var(--bs-success-bg-subtle);--bs-list-group-active-bg:var(--bs-success-text-emphasis);--bs-list-group-active-border-color:var(--bs-success-text-emphasis)}.list-group-item-info{--bs-list-group-color:var(--bs-info-text-emphasis);--bs-list-group-bg:var(--bs-info-bg-subtle);--bs-list-group-border-color:var(--bs-info-border-subtle);--bs-list-group-action-hover-color:var(--bs-emphasis-color);--bs-list-group-action-hover-bg:var(--bs-info-border-subtle);--bs-list-group-action-active-color:var(--bs-emphasis-color);--bs-list-group-action-active-bg:var(--bs-info-border-subtle);--bs-list-group-active-color:var(--bs-info-bg-subtle);--bs-list-group-active-bg:var(--bs-info-text-emphasis);--bs-list-group-active-border-color:var(--bs-info-text-emphasis)}.list-group-item-warning{--bs-list-group-color:var(--bs-warning-text-emphasis);--bs-list-group-bg:var(--bs-warning-bg-subtle);--bs-list-group-border-color:var(--bs-warning-border-subtle);--bs-list-group-action-hover-color:var(--bs-emphasis-color);--bs-list-group-action-hover-bg:var(--bs-warning-border-subtle);--bs-list-group-action-active-color:var(--bs-emphasis-color);--bs-list-group-action-active-bg:var(--bs-warning-border-subtle);--bs-list-group-active-color:var(--bs-warning-bg-subtle);--bs-list-group-active-bg:var(--bs-warning-text-emphasis);--bs-list-group-active-border-color:var(--bs-warning-text-emphasis)}.list-group-item-danger{--bs-list-group-color:var(--bs-danger-text-emphasis);--bs-list-group-bg:var(--bs-danger-bg-subtle);--bs-list-group-border-color:var(--bs-danger-border-subtle);--bs-list-group-action-hover-color:var(--bs-emphasis-color);--bs-list-group-action-hover-bg:var(--bs-danger-border-subtle);--bs-list-group-action-active-color:var(--bs-emphasis-color);--bs-list-group-action-active-bg:var(--bs-danger-border-subtle);--bs-list-group-active-color:var(--bs-danger-bg-subtle);--bs-list-group-active-bg:var(--bs-danger-text-emphasis);--bs-list-group-active-border-color:var(--bs-danger-text-emphasis)}.list-group-item-light{--bs-list-group-color:var(--bs-light-text-emphasis);--bs-list-group-bg:var(--bs-light-bg-subtle);--bs-list-group-border-color:var(--bs-light-border-subtle);--bs-list-group-action-hover-color:var(--bs-emphasis-color);--bs-list-group-action-hover-bg:var(--bs-light-border-subtle);--bs-list-group-action-active-color:var(--bs-emphasis-color);--bs-list-group-action-active-bg:var(--bs-light-border-subtle);--bs-list-group-active-color:var(--bs-light-bg-subtle);--bs-list-group-active-bg:var(--bs-light-text-emphasis);--bs-list-group-active-border-color:var(--bs-light-text-emphasis)}.list-group-item-dark{--bs-list-group-color:var(--bs-dark-text-emphasis);--bs-list-group-bg:var(--bs-dark-bg-subtle);--bs-list-group-border-color:var(--bs-dark-border-subtle);--bs-list-group-action-hover-color:var(--bs-emphasis-color);--bs-list-group-action-hover-bg:var(--bs-dark-border-subtle);--bs-list-group-action-active-color:var(--bs-emphasis-color);--bs-list-group-action-active-bg:var(--bs-dark-border-subtle);--bs-list-group-active-color:var(--bs-dark-bg-subtle);--bs-list-group-active-bg:var(--bs-dark-text-emphasis);--bs-list-group-active-border-color:var(--bs-dark-text-emphasis)}.btn-close{--bs-btn-close-color:#000;--bs-btn-close-bg:url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%23000'%3e%3cpath d='M.293.293a1 1 0 0 1 1.414 0L8 6.586 14.293.293a1 1 0 1 1 1.414 1.414L9.414 8l6.293 6.293a1 1 0 0 1-1.414 1.414L8 9.414l-6.293 6.293a1 1 0 0 1-1.414-1.414L6.586 8 .293 1.707a1 1 0 0 1 0-1.414z'/%3e%3c/svg%3e");--bs-btn-close-opacity:0.5;--bs-btn-close-hover-opacity:0.75;--bs-btn-close-focus-shadow:0 0 0 0.25rem rgba(13, 110, 253, 0.25);--bs-btn-close-focus-opacity:1;--bs-btn-close-disabled-opacity:0.25;--bs-btn-close-white-filter:invert(1) grayscale(100%) brightness(200%);box-sizing:content-box;width:1em;height:1em;padding:.25em .25em;color:var(--bs-btn-close-color);background:transparent var(--bs-btn-close-bg) center/1em auto no-repeat;border:0;border-radius:.375rem;opacity:var(--bs-btn-close-opacity)}.btn-close:hover{color:var(--bs-btn-close-color);text-decoration:none;opacity:var(--bs-btn-close-hover-opacity)}.btn-close:focus{outline:0;box-shadow:var(--bs-btn-close-focus-shadow);opacity:var(--bs-btn-close-focus-opacity)}.btn-close.disabled,.btn-close:disabled{pointer-events:none;-webkit-user-select:none;-moz-user-select:none;user-select:none;opacity:var(--bs-btn-close-disabled-opacity)}.btn-close-white{filter:var(--bs-btn-close-white-filter)}[data-bs-theme=dark] .btn-close{filter:var(--bs-btn-close-white-filter)}.toast{--bs-toast-zindex:1090;--bs-toast-padding-x:0.75rem;--bs-toast-padding-y:0.5rem;--bs-toast-spacing:1.5rem;--bs-toast-max-width:350px;--bs-toast-font-size:0.875rem;--bs-toast-color: ;--bs-toast-bg:rgba(var(--bs-body-bg-rgb), 0.85);--bs-toast-border-width:var(--bs-border-width);--bs-toast-border-color:var(--bs-border-color-translucent);--bs-toast-border-radius:var(--bs-border-radius);--bs-toast-box-shadow:var(--bs-box-shadow);--bs-toast-header-color:var(--bs-secondary-color);--bs-toast-header-bg:rgba(var(--bs-body-bg-rgb), 0.85);--bs-toast-header-border-color:var(--bs-border-color-translucent);width:var(--bs-toast-max-width);max-width:100%;font-size:var(--bs-toast-font-size);color:var(--bs-toast-color);pointer-events:auto;background-color:var(--bs-toast-bg);background-clip:padding-box;border:var(--bs-toast-border-width) solid var(--bs-toast-border-color);box-shadow:var(--bs-toast-box-shadow);border-radius:var(--bs-toast-border-radius)}.toast.showing{opacity:0}.toast:not(.show){display:none}.toast-container{--bs-toast-zindex:1090;position:absolute;z-index:var(--bs-toast-zindex);width:-webkit-max-content;width:-moz-max-content;width:max-content;max-width:100%;pointer-events:none}.toast-container>:not(:last-child){margin-bottom:var(--bs-toast-spacing)}.toast-header{display:flex;align-items:center;padding:var(--bs-toast-padding-y) var(--bs-toast-padding-x);color:var(--bs-toast-header-color);background-color:var(--bs-toast-header-bg);background-clip:padding-box;border-bottom:var(--bs-toast-border-width) solid var(--bs-toast-header-border-color);border-top-left-radius:calc(var(--bs-toast-border-radius) - var(--bs-toast-border-width));border-top-right-radius:calc(var(--bs-toast-border-radius) - var(--bs-toast-border-width))}.toast-header .btn-close{margin-right:calc(-.5 * var(--bs-toast-padding-x));margin-left:var(--bs-toast-padding-x)}.toast-body{padding:var(--bs-toast-padding-x);word-wrap:break-word}.modal{--bs-modal-zindex:1055;--bs-modal-width:500px;--bs-modal-padding:1rem;--bs-modal-margin:0.5rem;--bs-modal-color: ;--bs-modal-bg:var(--bs-body-bg);--bs-modal-border-color:var(--bs-border-color-translucent);--bs-modal-border-width:var(--bs-border-width);--bs-modal-border-radius:var(--bs-border-radius-lg);--bs-modal-box-shadow:var(--bs-box-shadow-sm);--bs-modal-inner-border-radius:calc(var(--bs-border-radius-lg) - (var(--bs-border-width)));--bs-modal-header-padding-x:1rem;--bs-modal-header-padding-y:1rem;--bs-modal-header-padding:1rem 1rem;--bs-modal-header-border-color:var(--bs-border-color);--bs-modal-header-border-width:var(--bs-border-width);--bs-modal-title-line-height:1.5;--bs-modal-footer-gap:0.5rem;--bs-modal-footer-bg: ;--bs-modal-footer-border-color:var(--bs-border-color);--bs-modal-footer-border-width:var(--bs-border-width);position:fixed;top:0;left:0;z-index:var(--bs-modal-zindex);display:none;width:100%;height:100%;overflow-x:hidden;overflow-y:auto;outline:0}.modal-dialog{position:relative;width:auto;margin:var(--bs-modal-margin);pointer-events:none}.modal.fade .modal-dialog{transition:transform .3s ease-out;transform:translate(0,-50px)}@media (prefers-reduced-motion:reduce){.modal.fade .modal-dialog{transition:none}}.modal.show .modal-dialog{transform:none}.modal.modal-static .modal-dialog{transform:scale(1.02)}.modal-dialog-scrollable{height:calc(100% - var(--bs-modal-margin) * 2)}.modal-dialog-scrollable .modal-content{max-height:100%;overflow:hidden}.modal-dialog-scrollable .modal-body{overflow-y:auto}.modal-dialog-centered{display:flex;align-items:center;min-height:calc(100% - var(--bs-modal-margin) * 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(max-width:1399.98px){.modal-fullscreen-xxl-down{width:100vw;max-width:none;height:100%;margin:0}.modal-fullscreen-xxl-down .modal-content{height:100%;border:0;border-radius:0}.modal-fullscreen-xxl-down .modal-footer,.modal-fullscreen-xxl-down .modal-header{border-radius:0}.modal-fullscreen-xxl-down .modal-body{overflow-y:auto}}.tooltip{--bs-tooltip-zindex:1080;--bs-tooltip-max-width:200px;--bs-tooltip-padding-x:0.5rem;--bs-tooltip-padding-y:0.25rem;--bs-tooltip-margin: ;--bs-tooltip-font-size:0.875rem;--bs-tooltip-color:var(--bs-body-bg);--bs-tooltip-bg:var(--bs-emphasis-color);--bs-tooltip-border-radius:var(--bs-border-radius);--bs-tooltip-opacity:0.9;--bs-tooltip-arrow-width:0.8rem;--bs-tooltip-arrow-height:0.4rem;z-index:var(--bs-tooltip-zindex);display:block;margin:var(--bs-tooltip-margin);font-family:var(--bs-font-sans-serif);font-style:normal;font-weight:400;line-height:1.5;text-align:left;text-align:start;text-decoration:none;text-shadow:none;text-transform:none;letter-spacing:normal;word-break:normal;white-space:normal;word-spacing:normal;line-break:auto;font-size:var(--bs-tooltip-font-size);word-wrap:break-word;opacity:0}.tooltip.show{opacity:var(--bs-tooltip-opacity)}.tooltip .tooltip-arrow{display:block;width:var(--bs-tooltip-arrow-width);height:var(--bs-tooltip-arrow-height)}.tooltip .tooltip-arrow::before{position:absolute;content:"";border-color:transparent;border-style:solid}.bs-tooltip-auto[data-popper-placement^=top] 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auto!important}.flex-xxl-row{flex-direction:row!important}.flex-xxl-column{flex-direction:column!important}.flex-xxl-row-reverse{flex-direction:row-reverse!important}.flex-xxl-column-reverse{flex-direction:column-reverse!important}.flex-xxl-grow-0{flex-grow:0!important}.flex-xxl-grow-1{flex-grow:1!important}.flex-xxl-shrink-0{flex-shrink:0!important}.flex-xxl-shrink-1{flex-shrink:1!important}.flex-xxl-wrap{flex-wrap:wrap!important}.flex-xxl-nowrap{flex-wrap:nowrap!important}.flex-xxl-wrap-reverse{flex-wrap:wrap-reverse!important}.justify-content-xxl-start{justify-content:flex-start!important}.justify-content-xxl-end{justify-content:flex-end!important}.justify-content-xxl-center{justify-content:center!important}.justify-content-xxl-between{justify-content:space-between!important}.justify-content-xxl-around{justify-content:space-around!important}.justify-content-xxl-evenly{justify-content:space-evenly!important}.align-items-xxl-start{align-items:flex-start!important}.align-items-xxl-end{align-items:flex-end!important}.align-items-xxl-center{align-items:center!important}.align-items-xxl-baseline{align-items:baseline!important}.align-items-xxl-stretch{align-items:stretch!important}.align-content-xxl-start{align-content:flex-start!important}.align-content-xxl-end{align-content:flex-end!important}.align-content-xxl-center{align-content:center!important}.align-content-xxl-between{align-content:space-between!important}.align-content-xxl-around{align-content:space-around!important}.align-content-xxl-stretch{align-content:stretch!important}.align-self-xxl-auto{align-self:auto!important}.align-self-xxl-start{align-self:flex-start!important}.align-self-xxl-end{align-self:flex-end!important}.align-self-xxl-center{align-self:center!important}.align-self-xxl-baseline{align-self:baseline!important}.align-self-xxl-stretch{align-self:stretch!important}.order-xxl-first{order:-1!important}.order-xxl-0{order:0!important}.order-xxl-1{order:1!important}.order-xxl-2{order:2!important}.order-xxl-3{order:3!important}.order-xxl-4{order:4!important}.order-xxl-5{order:5!important}.order-xxl-last{order:6!important}.m-xxl-0{margin:0!important}.m-xxl-1{margin:.25rem!important}.m-xxl-2{margin:.5rem!important}.m-xxl-3{margin:1rem!important}.m-xxl-4{margin:1.5rem!important}.m-xxl-5{margin:3rem!important}.m-xxl-auto{margin:auto!important}.mx-xxl-0{margin-right:0!important;margin-left:0!important}.mx-xxl-1{margin-right:.25rem!important;margin-left:.25rem!important}.mx-xxl-2{margin-right:.5rem!important;margin-left:.5rem!important}.mx-xxl-3{margin-right:1rem!important;margin-left:1rem!important}.mx-xxl-4{margin-right:1.5rem!important;margin-left:1.5rem!important}.mx-xxl-5{margin-right:3rem!important;margin-left:3rem!important}.mx-xxl-auto{margin-right:auto!important;margin-left:auto!important}.my-xxl-0{margin-top:0!important;margin-bottom:0!important}.my-xxl-1{margin-top:.25rem!important;margin-bottom:.25rem!important}.my-xxl-2{margin-top:.5rem!important;margin-bottom:.5rem!important}.my-xxl-3{margin-top:1rem!important;margin-bottom:1rem!important}.my-xxl-4{margin-top:1.5rem!important;margin-bottom:1.5rem!important}.my-xxl-5{margin-top:3rem!important;margin-bottom:3rem!important}.my-xxl-auto{margin-top:auto!important;margin-bottom:auto!important}.mt-xxl-0{margin-top:0!important}.mt-xxl-1{margin-top:.25rem!important}.mt-xxl-2{margin-top:.5rem!important}.mt-xxl-3{margin-top:1rem!important}.mt-xxl-4{margin-top:1.5rem!important}.mt-xxl-5{margin-top:3rem!important}.mt-xxl-auto{margin-top:auto!important}.me-xxl-0{margin-right:0!important}.me-xxl-1{margin-right:.25rem!important}.me-xxl-2{margin-right:.5rem!important}.me-xxl-3{margin-right:1rem!important}.me-xxl-4{margin-right:1.5rem!important}.me-xxl-5{margin-right:3rem!important}.me-xxl-auto{margin-right:auto!important}.mb-xxl-0{margin-bottom:0!important}.mb-xxl-1{margin-bottom:.25rem!important}.mb-xxl-2{margin-bottom:.5rem!important}.mb-xxl-3{margin-bottom:1rem!important}.mb-xxl-4{margin-bottom:1.5rem!important}.mb-xxl-5{margin-bottom:3rem!important}.mb-xxl-auto{margin-bottom:auto!important}.ms-xxl-0{margin-left:0!important}.ms-xxl-1{margin-left:.25rem!important}.ms-xxl-2{margin-left:.5rem!important}.ms-xxl-3{margin-left:1rem!important}.ms-xxl-4{margin-left:1.5rem!important}.ms-xxl-5{margin-left:3rem!important}.ms-xxl-auto{margin-left:auto!important}.p-xxl-0{padding:0!important}.p-xxl-1{padding:.25rem!important}.p-xxl-2{padding:.5rem!important}.p-xxl-3{padding:1rem!important}.p-xxl-4{padding:1.5rem!important}.p-xxl-5{padding:3rem!important}.px-xxl-0{padding-right:0!important;padding-left:0!important}.px-xxl-1{padding-right:.25rem!important;padding-left:.25rem!important}.px-xxl-2{padding-right:.5rem!important;padding-left:.5rem!important}.px-xxl-3{padding-right:1rem!important;padding-left:1rem!important}.px-xxl-4{padding-right:1.5rem!important;padding-left:1.5rem!important}.px-xxl-5{padding-right:3rem!important;padding-left:3rem!important}.py-xxl-0{padding-top:0!important;padding-bottom:0!important}.py-xxl-1{padding-top:.25rem!important;padding-bottom:.25rem!important}.py-xxl-2{padding-top:.5rem!important;padding-bottom:.5rem!important}.py-xxl-3{padding-top:1rem!important;padding-bottom:1rem!important}.py-xxl-4{padding-top:1.5rem!important;padding-bottom:1.5rem!important}.py-xxl-5{padding-top:3rem!important;padding-bottom:3rem!important}.pt-xxl-0{padding-top:0!important}.pt-xxl-1{padding-top:.25rem!important}.pt-xxl-2{padding-top:.5rem!important}.pt-xxl-3{padding-top:1rem!important}.pt-xxl-4{padding-top:1.5rem!important}.pt-xxl-5{padding-top:3rem!important}.pe-xxl-0{padding-right:0!important}.pe-xxl-1{padding-right:.25rem!important}.pe-xxl-2{padding-right:.5rem!important}.pe-xxl-3{padding-right:1rem!important}.pe-xxl-4{padding-right:1.5rem!important}.pe-xxl-5{padding-right:3rem!important}.pb-xxl-0{padding-bottom:0!important}.pb-xxl-1{padding-bottom:.25rem!important}.pb-xxl-2{padding-bottom:.5rem!important}.pb-xxl-3{padding-bottom:1rem!important}.pb-xxl-4{padding-bottom:1.5rem!important}.pb-xxl-5{padding-bottom:3rem!important}.ps-xxl-0{padding-left:0!important}.ps-xxl-1{padding-left:.25rem!important}.ps-xxl-2{padding-left:.5rem!important}.ps-xxl-3{padding-left:1rem!important}.ps-xxl-4{padding-left:1.5rem!important}.ps-xxl-5{padding-left:3rem!important}.gap-xxl-0{gap:0!important}.gap-xxl-1{gap:.25rem!important}.gap-xxl-2{gap:.5rem!important}.gap-xxl-3{gap:1rem!important}.gap-xxl-4{gap:1.5rem!important}.gap-xxl-5{gap:3rem!important}.row-gap-xxl-0{row-gap:0!important}.row-gap-xxl-1{row-gap:.25rem!important}.row-gap-xxl-2{row-gap:.5rem!important}.row-gap-xxl-3{row-gap:1rem!important}.row-gap-xxl-4{row-gap:1.5rem!important}.row-gap-xxl-5{row-gap:3rem!important}.column-gap-xxl-0{-moz-column-gap:0!important;column-gap:0!important}.column-gap-xxl-1{-moz-column-gap:0.25rem!important;column-gap:.25rem!important}.column-gap-xxl-2{-moz-column-gap:0.5rem!important;column-gap:.5rem!important}.column-gap-xxl-3{-moz-column-gap:1rem!important;column-gap:1rem!important}.column-gap-xxl-4{-moz-column-gap:1.5rem!important;column-gap:1.5rem!important}.column-gap-xxl-5{-moz-column-gap:3rem!important;column-gap:3rem!important}.text-xxl-start{text-align:left!important}.text-xxl-end{text-align:right!important}.text-xxl-center{text-align:center!important}}@media (min-width:1200px){.fs-1{font-size:2.5rem!important}.fs-2{font-size:2rem!important}.fs-3{font-size:1.75rem!important}.fs-4{font-size:1.5rem!important}}@media print{.d-print-inline{display:inline!important}.d-print-inline-block{display:inline-block!important}.d-print-block{display:block!important}.d-print-grid{display:grid!important}.d-print-inline-grid{display:inline-grid!important}.d-print-table{display:table!important}.d-print-table-row{display:table-row!important}.d-print-table-cell{display:table-cell!important}.d-print-flex{display:flex!important}.d-print-inline-flex{display:inline-flex!important}.d-print-none{display:none!important}}
+/*# sourceMappingURL=bootstrap.min.css.map */
\ No newline at end of file
diff --git a/tts_app/static/css/style.css b/tts_app/static/css/style.css
new file mode 100644
index 0000000..2527306
--- /dev/null
+++ b/tts_app/static/css/style.css
@@ -0,0 +1,41 @@
+* {
+ padding: 0;
+ margin: 0;
+
+}
+
+html, body {
+ height: 100%;
+ margin: 0;
+ padding: 0;
+}
+
+ul, li {
+ list-style: none;
+ padding-left: 0;
+ margin-bottom: 0;
+}
+
+.flex {
+ display: flex;
+}
+
+.flex-column {
+ display: flex;
+ flex-direction: column;
+}
+
+.border-transparent {
+ border-color: transparent;
+}
+
+.border-b-2 {
+ border-bottom: 2px solid #dee2e6;
+}
+
+.border-lr-2 {
+ border-left: 2px solid #dee2e6;
+ border-right: 2px solid #dee2e6;
+}
+
+
diff --git a/tts_app/static/js/admincode.js b/tts_app/static/js/admincode.js
new file mode 100644
index 0000000..f79794b
--- /dev/null
+++ b/tts_app/static/js/admincode.js
@@ -0,0 +1,184 @@
+/*
+* 获取已加载模型信息
+* */
+$(document).ready(function () {
+ get_models_info();
+ get_model_to_load();
+ }
+);
+
+function get_models_info() {
+ $.ajax({
+ url: '/admin/get_models_info',
+ type: 'GET',
+ dataType: 'json',
+ contentType: 'application/json',
+ success: function (response) {
+ var model_list = response;
+ show_model(model_list);
+ }
+ });
+}
+
+
+var modelTypes = {
+ 'VITS': $('#VITS'),
+ 'HUBERT-VITS': $('#HUBERT-VITS'),
+ 'W2V2-VITS': $('#W2V2-VITS'),
+ 'BERT-VITS2': $('#BERT-VITS2')
+};
+
+
+function show_model(model_list) {
+ for (var modelType in modelTypes) {
+ modelTypes[modelType].empty();
+ modelTypes[modelType].prev('label').remove();
+ }
+
+ for (var model_type in model_list) {
+ if (model_list[model_type].length > 0) {
+ var model_datas = model_list[model_type];
+ var label = $('
').addClass("card model-card " + model_type).attr({
+ "data-model-type": model_type,
+ "data-model-id": id
+ });
+
+ var wrap = $('
').addClass("wrap");
+
+ // $('
').text("id: " + id).appendTo(wrap);
+ $('
').text(model_path).addClass("model-path").appendTo(wrap);
+ $('
').text("n_speakers: " + n_speakers).addClass("n-speakers").appendTo(wrap);
+ $('
').text("x").addClass("unload-model").appendTo(wrap);
+
+ card.append(wrap);
+
+ modelTypes[model_type].append(card);
+}
+
+
+/*
+* 获取项目模型目录下的模型与配置文件路径
+* */
+var modelLoadContent = $('.model-load-content');
+var isRequestInProgress = false;
+
+function get_model_to_load() {
+ $.get('/admin/get_path', function (response) {
+ var model_datas = response;
+ renderModelLoadCards(model_datas);
+ });
+}
+
+function renderModelLoadCards(data) {
+ modelLoadContent.empty();
+
+ $.each(data, function (index, model) {
+ var card = $('
').addClass('model-load-item flex');
+ var model_id = model.model_id;
+ var model_path = model.model_path;
+ var config_path = model.config_path;
+ var folder = model_path.split("/")[0];
+ var filename = model_path.split("/")[1];
+ var config = config_path.split("/")[1];
+
+ $('
').text(model_id.toString()).addClass("unload-model-id").appendTo(card);
+ $('
').text(folder).addClass("unload-model-folder").appendTo(card);
+ $('
').text(filename).addClass("unload-model-path").appendTo(card);
+ $('
').text(config).addClass("unload-model-config").appendTo(card);
+
+
+ // var formattedString = folder + " | " + filename + " | " + config_path;
+ // $('
').text(formattedString).addClass("unload-model-path").appendTo(card);
+ // card.text(formattedString);
+ card.on('click', function () {
+ if (!isRequestInProgress) {
+ isRequestInProgress = true;
+ loadModel(card, model_path, config_path);
+ }
+
+ });
+
+ modelLoadContent.append(card);
+ });
+
+}
+
+
+/*
+* 加载模型
+* */
+function loadModel(card, modelPath, configPath) {
+ var csrftoken = $('meta[name="csrf-token"]').attr('content');
+
+ $.ajax({
+ url: '/admin/load_model',
+ type: 'POST',
+ contentType: 'application/json',
+ headers: {
+ 'X-CSRFToken': csrftoken
+ },
+ data: JSON.stringify({
+ model_path: modelPath,
+ config_path: configPath
+ }),
+ success: function (response) {
+ card.fadeOut();
+ get_models_info();
+ isRequestInProgress = false;
+ },
+ error: function (response) {
+ alert("Unload model failed!");
+ isRequestInProgress = false;
+ }
+ });
+
+}
+
+
+/*
+* 卸载模型
+* */
+$('#model-data').on('click', '.unload-model', function (event) {
+ var cardElement = $(event.target).closest('.card');
+ var modelType = cardElement.attr('data-model-type');
+ var modelId = cardElement.attr('data-model-id');
+
+ var params = {
+ "model_type": modelType,
+ "model_id": modelId
+ };
+
+ $.ajax({
+ url: '/admin/unload_model',
+ type: 'POST',
+ dataType: 'json',
+ contentType: 'application/json',
+ data: JSON.stringify(params),
+ headers: {
+ 'X-CSRFToken': $('meta[name="csrf-token"]').attr('content')
+ },
+ success: function (response) {
+ get_models_info();
+ },
+ error: function (response) {
+ alert("Unload model failed!");
+ }
+ });
+});
+
+
diff --git a/tts_app/static/js/plugins/bootstrap.bundle.min.js b/tts_app/static/js/plugins/bootstrap.bundle.min.js
new file mode 100644
index 0000000..b1999d9
--- /dev/null
+++ b/tts_app/static/js/plugins/bootstrap.bundle.min.js
@@ -0,0 +1,7 @@
+/*!
+ * Bootstrap v5.3.2 (https://getbootstrap.com/)
+ * Copyright 2011-2023 The Bootstrap Authors (https://github.com/twbs/bootstrap/graphs/contributors)
+ * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)
+ */
+!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?module.exports=e():"function"==typeof define&&define.amd?define(e):(t="undefined"!=typeof globalThis?globalThis:t||self).bootstrap=e()}(this,(function(){"use strict";const t=new Map,e={set(e,i,n){t.has(e)||t.set(e,new Map);const s=t.get(e);s.has(i)||0===s.size?s.set(i,n):console.error(`Bootstrap doesn't allow more than one instance per element. 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H{constructor(t){super(),this._config=this._getConfig(t),this._isAppended=!1,this._element=null}static get Default(){return Xi}static get DefaultType(){return Yi}static get NAME(){return Vi}show(t){if(!this._config.isVisible)return void g(t);this._append();const e=this._getElement();this._config.isAnimated&&d(e),e.classList.add(Ki),this._emulateAnimation((()=>{g(t)}))}hide(t){this._config.isVisible?(this._getElement().classList.remove(Ki),this._emulateAnimation((()=>{this.dispose(),g(t)}))):g(t)}dispose(){this._isAppended&&(N.off(this._element,Qi),this._element.remove(),this._isAppended=!1)}_getElement(){if(!this._element){const t=document.createElement("div");t.className=this._config.className,this._config.isAnimated&&t.classList.add("fade"),this._element=t}return this._element}_configAfterMerge(t){return t.rootElement=r(t.rootElement),t}_append(){if(this._isAppended)return;const t=this._getElement();this._config.rootElement.append(t),N.on(t,Qi,(()=>{g(this._config.clickCallback)})),this._isAppended=!0}_emulateAnimation(t){_(t,this._getElement(),this._config.isAnimated)}}const Gi=".bs.focustrap",Ji=`focusin${Gi}`,Zi=`keydown.tab${Gi}`,tn="backward",en={autofocus:!0,trapElement:null},nn={autofocus:"boolean",trapElement:"element"};class sn extends H{constructor(t){super(),this._config=this._getConfig(t),this._isActive=!1,this._lastTabNavDirection=null}static get Default(){return en}static get DefaultType(){return nn}static get NAME(){return"focustrap"}activate(){this._isActive||(this._config.autofocus&&this._config.trapElement.focus(),N.off(document,Gi),N.on(document,Ji,(t=>this._handleFocusin(t))),N.on(document,Zi,(t=>this._handleKeydown(t))),this._isActive=!0)}deactivate(){this._isActive&&(this._isActive=!1,N.off(document,Gi))}_handleFocusin(t){const{trapElement:e}=this._config;if(t.target===document||t.target===e||e.contains(t.target))return;const i=z.focusableChildren(e);0===i.length?e.focus():this._lastTabNavDirection===tn?i[i.length-1].focus():i[0].focus()}_handleKeydown(t){"Tab"===t.key&&(this._lastTabNavDirection=t.shiftKey?tn:"forward")}}const on=".fixed-top, .fixed-bottom, .is-fixed, .sticky-top",rn=".sticky-top",an="padding-right",ln="margin-right";class cn{constructor(){this._element=document.body}getWidth(){const t=document.documentElement.clientWidth;return Math.abs(window.innerWidth-t)}hide(){const t=this.getWidth();this._disableOverFlow(),this._setElementAttributes(this._element,an,(e=>e+t)),this._setElementAttributes(on,an,(e=>e+t)),this._setElementAttributes(rn,ln,(e=>e-t))}reset(){this._resetElementAttributes(this._element,"overflow"),this._resetElementAttributes(this._element,an),this._resetElementAttributes(on,an),this._resetElementAttributes(rn,ln)}isOverflowing(){return this.getWidth()>0}_disableOverFlow(){this._saveInitialAttribute(this._element,"overflow"),this._element.style.overflow="hidden"}_setElementAttributes(t,e,i){const n=this.getWidth();this._applyManipulationCallback(t,(t=>{if(t!==this._element&&window.innerWidth>t.clientWidth+n)return;this._saveInitialAttribute(t,e);const s=window.getComputedStyle(t).getPropertyValue(e);t.style.setProperty(e,`${i(Number.parseFloat(s))}px`)}))}_saveInitialAttribute(t,e){const i=t.style.getPropertyValue(e);i&&F.setDataAttribute(t,e,i)}_resetElementAttributes(t,e){this._applyManipulationCallback(t,(t=>{const i=F.getDataAttribute(t,e);null!==i?(F.removeDataAttribute(t,e),t.style.setProperty(e,i)):t.style.removeProperty(e)}))}_applyManipulationCallback(t,e){if(o(t))e(t);else for(const i of z.find(t,this._element))e(i)}}const hn=".bs.modal",dn=`hide${hn}`,un=`hidePrevented${hn}`,fn=`hidden${hn}`,pn=`show${hn}`,mn=`shown${hn}`,gn=`resize${hn}`,_n=`click.dismiss${hn}`,bn=`mousedown.dismiss${hn}`,vn=`keydown.dismiss${hn}`,yn=`click${hn}.data-api`,wn="modal-open",An="show",En="modal-static",Tn={backdrop:!0,focus:!0,keyboard:!0},Cn={backdrop:"(boolean|string)",focus:"boolean",keyboard:"boolean"};class On extends W{constructor(t,e){super(t,e),this._dialog=z.findOne(".modal-dialog",this._element),this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._isShown=!1,this._isTransitioning=!1,this._scrollBar=new cn,this._addEventListeners()}static get Default(){return Tn}static get DefaultType(){return Cn}static get NAME(){return"modal"}toggle(t){return this._isShown?this.hide():this.show(t)}show(t){this._isShown||this._isTransitioning||N.trigger(this._element,pn,{relatedTarget:t}).defaultPrevented||(this._isShown=!0,this._isTransitioning=!0,this._scrollBar.hide(),document.body.classList.add(wn),this._adjustDialog(),this._backdrop.show((()=>this._showElement(t))))}hide(){this._isShown&&!this._isTransitioning&&(N.trigger(this._element,dn).defaultPrevented||(this._isShown=!1,this._isTransitioning=!0,this._focustrap.deactivate(),this._element.classList.remove(An),this._queueCallback((()=>this._hideModal()),this._element,this._isAnimated())))}dispose(){N.off(window,hn),N.off(this._dialog,hn),this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}handleUpdate(){this._adjustDialog()}_initializeBackDrop(){return new Ui({isVisible:Boolean(this._config.backdrop),isAnimated:this._isAnimated()})}_initializeFocusTrap(){return new sn({trapElement:this._element})}_showElement(t){document.body.contains(this._element)||document.body.append(this._element),this._element.style.display="block",this._element.removeAttribute("aria-hidden"),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),this._element.scrollTop=0;const e=z.findOne(".modal-body",this._dialog);e&&(e.scrollTop=0),d(this._element),this._element.classList.add(An),this._queueCallback((()=>{this._config.focus&&this._focustrap.activate(),this._isTransitioning=!1,N.trigger(this._element,mn,{relatedTarget:t})}),this._dialog,this._isAnimated())}_addEventListeners(){N.on(this._element,vn,(t=>{"Escape"===t.key&&(this._config.keyboard?this.hide():this._triggerBackdropTransition())})),N.on(window,gn,(()=>{this._isShown&&!this._isTransitioning&&this._adjustDialog()})),N.on(this._element,bn,(t=>{N.one(this._element,_n,(e=>{this._element===t.target&&this._element===e.target&&("static"!==this._config.backdrop?this._config.backdrop&&this.hide():this._triggerBackdropTransition())}))}))}_hideModal(){this._element.style.display="none",this._element.setAttribute("aria-hidden",!0),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._isTransitioning=!1,this._backdrop.hide((()=>{document.body.classList.remove(wn),this._resetAdjustments(),this._scrollBar.reset(),N.trigger(this._element,fn)}))}_isAnimated(){return this._element.classList.contains("fade")}_triggerBackdropTransition(){if(N.trigger(this._element,un).defaultPrevented)return;const t=this._element.scrollHeight>document.documentElement.clientHeight,e=this._element.style.overflowY;"hidden"===e||this._element.classList.contains(En)||(t||(this._element.style.overflowY="hidden"),this._element.classList.add(En),this._queueCallback((()=>{this._element.classList.remove(En),this._queueCallback((()=>{this._element.style.overflowY=e}),this._dialog)}),this._dialog),this._element.focus())}_adjustDialog(){const t=this._element.scrollHeight>document.documentElement.clientHeight,e=this._scrollBar.getWidth(),i=e>0;if(i&&!t){const t=p()?"paddingLeft":"paddingRight";this._element.style[t]=`${e}px`}if(!i&&t){const t=p()?"paddingRight":"paddingLeft";this._element.style[t]=`${e}px`}}_resetAdjustments(){this._element.style.paddingLeft="",this._element.style.paddingRight=""}static jQueryInterface(t,e){return this.each((function(){const i=On.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===i[t])throw new TypeError(`No method named "${t}"`);i[t](e)}}))}}N.on(document,yn,'[data-bs-toggle="modal"]',(function(t){const e=z.getElementFromSelector(this);["A","AREA"].includes(this.tagName)&&t.preventDefault(),N.one(e,pn,(t=>{t.defaultPrevented||N.one(e,fn,(()=>{a(this)&&this.focus()}))}));const i=z.findOne(".modal.show");i&&On.getInstance(i).hide(),On.getOrCreateInstance(e).toggle(this)})),R(On),m(On);const xn=".bs.offcanvas",kn=".data-api",Ln=`load${xn}${kn}`,Sn="show",Dn="showing",$n="hiding",In=".offcanvas.show",Nn=`show${xn}`,Pn=`shown${xn}`,Mn=`hide${xn}`,jn=`hidePrevented${xn}`,Fn=`hidden${xn}`,Hn=`resize${xn}`,Wn=`click${xn}${kn}`,Bn=`keydown.dismiss${xn}`,zn={backdrop:!0,keyboard:!0,scroll:!1},Rn={backdrop:"(boolean|string)",keyboard:"boolean",scroll:"boolean"};class qn extends W{constructor(t,e){super(t,e),this._isShown=!1,this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._addEventListeners()}static get Default(){return zn}static get DefaultType(){return Rn}static get NAME(){return"offcanvas"}toggle(t){return this._isShown?this.hide():this.show(t)}show(t){this._isShown||N.trigger(this._element,Nn,{relatedTarget:t}).defaultPrevented||(this._isShown=!0,this._backdrop.show(),this._config.scroll||(new cn).hide(),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),this._element.classList.add(Dn),this._queueCallback((()=>{this._config.scroll&&!this._config.backdrop||this._focustrap.activate(),this._element.classList.add(Sn),this._element.classList.remove(Dn),N.trigger(this._element,Pn,{relatedTarget:t})}),this._element,!0))}hide(){this._isShown&&(N.trigger(this._element,Mn).defaultPrevented||(this._focustrap.deactivate(),this._element.blur(),this._isShown=!1,this._element.classList.add($n),this._backdrop.hide(),this._queueCallback((()=>{this._element.classList.remove(Sn,$n),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._config.scroll||(new cn).reset(),N.trigger(this._element,Fn)}),this._element,!0)))}dispose(){this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}_initializeBackDrop(){const t=Boolean(this._config.backdrop);return new Ui({className:"offcanvas-backdrop",isVisible:t,isAnimated:!0,rootElement:this._element.parentNode,clickCallback:t?()=>{"static"!==this._config.backdrop?this.hide():N.trigger(this._element,jn)}:null})}_initializeFocusTrap(){return new sn({trapElement:this._element})}_addEventListeners(){N.on(this._element,Bn,(t=>{"Escape"===t.key&&(this._config.keyboard?this.hide():N.trigger(this._element,jn))}))}static jQueryInterface(t){return this.each((function(){const e=qn.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t](this)}}))}}N.on(document,Wn,'[data-bs-toggle="offcanvas"]',(function(t){const e=z.getElementFromSelector(this);if(["A","AREA"].includes(this.tagName)&&t.preventDefault(),l(this))return;N.one(e,Fn,(()=>{a(this)&&this.focus()}));const i=z.findOne(In);i&&i!==e&&qn.getInstance(i).hide(),qn.getOrCreateInstance(e).toggle(this)})),N.on(window,Ln,(()=>{for(const t of z.find(In))qn.getOrCreateInstance(t).show()})),N.on(window,Hn,(()=>{for(const t of z.find("[aria-modal][class*=show][class*=offcanvas-]"))"fixed"!==getComputedStyle(t).position&&qn.getOrCreateInstance(t).hide()})),R(qn),m(qn);const Vn={"*":["class","dir","id","lang","role",/^aria-[\w-]*$/i],a:["target","href","title","rel"],area:[],b:[],br:[],col:[],code:[],div:[],em:[],hr:[],h1:[],h2:[],h3:[],h4:[],h5:[],h6:[],i:[],img:["src","srcset","alt","title","width","height"],li:[],ol:[],p:[],pre:[],s:[],small:[],span:[],sub:[],sup:[],strong:[],u:[],ul:[]},Kn=new Set(["background","cite","href","itemtype","longdesc","poster","src","xlink:href"]),Qn=/^(?!javascript:)(?:[a-z0-9+.-]+:|[^&:/?#]*(?:[/?#]|$))/i,Xn=(t,e)=>{const i=t.nodeName.toLowerCase();return e.includes(i)?!Kn.has(i)||Boolean(Qn.test(t.nodeValue)):e.filter((t=>t instanceof RegExp)).some((t=>t.test(i)))},Yn={allowList:Vn,content:{},extraClass:"",html:!1,sanitize:!0,sanitizeFn:null,template:"
"},Un={allowList:"object",content:"object",extraClass:"(string|function)",html:"boolean",sanitize:"boolean",sanitizeFn:"(null|function)",template:"string"},Gn={entry:"(string|element|function|null)",selector:"(string|element)"};class Jn extends H{constructor(t){super(),this._config=this._getConfig(t)}static get Default(){return Yn}static get DefaultType(){return Un}static get NAME(){return"TemplateFactory"}getContent(){return Object.values(this._config.content).map((t=>this._resolvePossibleFunction(t))).filter(Boolean)}hasContent(){return this.getContent().length>0}changeContent(t){return this._checkContent(t),this._config.content={...this._config.content,...t},this}toHtml(){const t=document.createElement("div");t.innerHTML=this._maybeSanitize(this._config.template);for(const[e,i]of Object.entries(this._config.content))this._setContent(t,i,e);const e=t.children[0],i=this._resolvePossibleFunction(this._config.extraClass);return i&&e.classList.add(...i.split(" ")),e}_typeCheckConfig(t){super._typeCheckConfig(t),this._checkContent(t.content)}_checkContent(t){for(const[e,i]of Object.entries(t))super._typeCheckConfig({selector:e,entry:i},Gn)}_setContent(t,e,i){const n=z.findOne(i,t);n&&((e=this._resolvePossibleFunction(e))?o(e)?this._putElementInTemplate(r(e),n):this._config.html?n.innerHTML=this._maybeSanitize(e):n.textContent=e:n.remove())}_maybeSanitize(t){return this._config.sanitize?function(t,e,i){if(!t.length)return t;if(i&&"function"==typeof i)return i(t);const n=(new window.DOMParser).parseFromString(t,"text/html"),s=[].concat(...n.body.querySelectorAll("*"));for(const t of s){const i=t.nodeName.toLowerCase();if(!Object.keys(e).includes(i)){t.remove();continue}const n=[].concat(...t.attributes),s=[].concat(e["*"]||[],e[i]||[]);for(const e of n)Xn(e,s)||t.removeAttribute(e.nodeName)}return n.body.innerHTML}(t,this._config.allowList,this._config.sanitizeFn):t}_resolvePossibleFunction(t){return g(t,[this])}_putElementInTemplate(t,e){if(this._config.html)return e.innerHTML="",void e.append(t);e.textContent=t.textContent}}const Zn=new Set(["sanitize","allowList","sanitizeFn"]),ts="fade",es="show",is=".modal",ns="hide.bs.modal",ss="hover",os="focus",rs={AUTO:"auto",TOP:"top",RIGHT:p()?"left":"right",BOTTOM:"bottom",LEFT:p()?"right":"left"},as={allowList:Vn,animation:!0,boundary:"clippingParents",container:!1,customClass:"",delay:0,fallbackPlacements:["top","right","bottom","left"],html:!1,offset:[0,6],placement:"top",popperConfig:null,sanitize:!0,sanitizeFn:null,selector:!1,template:'',title:"",trigger:"hover focus"},ls={allowList:"object",animation:"boolean",boundary:"(string|element)",container:"(string|element|boolean)",customClass:"(string|function)",delay:"(number|object)",fallbackPlacements:"array",html:"boolean",offset:"(array|string|function)",placement:"(string|function)",popperConfig:"(null|object|function)",sanitize:"boolean",sanitizeFn:"(null|function)",selector:"(string|boolean)",template:"string",title:"(string|element|function)",trigger:"string"};class cs extends W{constructor(t,e){if(void 0===vi)throw new TypeError("Bootstrap's tooltips require Popper (https://popper.js.org)");super(t,e),this._isEnabled=!0,this._timeout=0,this._isHovered=null,this._activeTrigger={},this._popper=null,this._templateFactory=null,this._newContent=null,this.tip=null,this._setListeners(),this._config.selector||this._fixTitle()}static get Default(){return as}static get DefaultType(){return ls}static get NAME(){return"tooltip"}enable(){this._isEnabled=!0}disable(){this._isEnabled=!1}toggleEnabled(){this._isEnabled=!this._isEnabled}toggle(){this._isEnabled&&(this._activeTrigger.click=!this._activeTrigger.click,this._isShown()?this._leave():this._enter())}dispose(){clearTimeout(this._timeout),N.off(this._element.closest(is),ns,this._hideModalHandler),this._element.getAttribute("data-bs-original-title")&&this._element.setAttribute("title",this._element.getAttribute("data-bs-original-title")),this._disposePopper(),super.dispose()}show(){if("none"===this._element.style.display)throw new Error("Please use show on visible elements");if(!this._isWithContent()||!this._isEnabled)return;const t=N.trigger(this._element,this.constructor.eventName("show")),e=(c(this._element)||this._element.ownerDocument.documentElement).contains(this._element);if(t.defaultPrevented||!e)return;this._disposePopper();const i=this._getTipElement();this._element.setAttribute("aria-describedby",i.getAttribute("id"));const{container:n}=this._config;if(this._element.ownerDocument.documentElement.contains(this.tip)||(n.append(i),N.trigger(this._element,this.constructor.eventName("inserted"))),this._popper=this._createPopper(i),i.classList.add(es),"ontouchstart"in document.documentElement)for(const t of[].concat(...document.body.children))N.on(t,"mouseover",h);this._queueCallback((()=>{N.trigger(this._element,this.constructor.eventName("shown")),!1===this._isHovered&&this._leave(),this._isHovered=!1}),this.tip,this._isAnimated())}hide(){if(this._isShown()&&!N.trigger(this._element,this.constructor.eventName("hide")).defaultPrevented){if(this._getTipElement().classList.remove(es),"ontouchstart"in document.documentElement)for(const t 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new file mode 100644
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+ var inputGroupText1 = $('
');
+ var inputGroupText1 = $('
+
+
+
+
+
+
+
+
+
diff --git a/tts_app/templates/includes/styles.html b/tts_app/templates/includes/styles.html
new file mode 100644
index 0000000..633acae
--- /dev/null
+++ b/tts_app/templates/includes/styles.html
@@ -0,0 +1,2 @@
+{% block title %}{% endblock title %} | vits-simple-api
+ {% include 'includes/styles.html' %}
+
+ {% block sidebar %}
+ {% include 'includes/sidebar.html' %}
+ {% endblock sidebar %}
+
+ {% block content %}{% endblock %}
+
+
+{% include 'includes/scripts.html' %}
+{% block extra_js %}{% endblock extra_js %}
+
+
\ No newline at end of file
diff --git a/tts_app/templates/pages/home.html b/tts_app/templates/pages/home.html
new file mode 100644
index 0000000..940bf5a
--- /dev/null
+++ b/tts_app/templates/pages/home.html
@@ -0,0 +1,40 @@
+{% extends 'layouts/admin_base.html' %}
+{% block extrastyle %}
+ vits-simple-api
-
@@ -17,7 +18,6 @@
-
VITS
W2V2-VITS
@@ -27,12 +27,12 @@