import os import json import warnings from typing import List import re from resource.pinyin_dict import PINYIN_DICT from pypinyin import lazy_pinyin def preprocess_input(src_str, seg_syb=" "): src_str = src_str.replace("\n", seg_syb) src_str = src_str.replace(" ", seg_syb) return src_str def postprocess_phn(phns, model_name, lang): if model_name == "espnet/aceopencpop_svs_visinger2_40singer_pretrain": return phns return [phn + "@" + lang for phn in phns] def pyopenjtalk_g2p(text) -> List[str]: import pyopenjtalk with warnings.catch_warnings(record=True) as w: warnings.simplefilter("always") # add space between each character text = " ".join(list(text)) # phones is a str object separated by space phones = pyopenjtalk.g2p(text, kana=False) if len(w) > 0: for warning in w: if "No phoneme" in str(warning.message): return False phones = phones.split(" ") return phones def split_pinyin_ace(pinyin: str, zh_plan: dict) -> tuple[str]: # load pinyin dict from local/pinyin.dict pinyin = pinyin.lower() if pinyin in zh_plan["dict"]: return zh_plan["dict"][pinyin] elif pinyin in zh_plan["syllable_alias"]: return zh_plan["dict"][zh_plan["syllable_alias"][pinyin]] else: return False def split_pinyin_py(pinyin: str) -> tuple[str]: pinyin = pinyin.lower() if pinyin in PINYIN_DICT: return PINYIN_DICT[pinyin] else: return False def get_tokenizer(model, lang): if model == "espnet/aceopencpop_svs_visinger2_40singer_pretrain": if lang == "zh": return lambda text: split_pinyin_py(text) else: raise ValueError(f"Only support Chinese language for {model}") elif model == "espnet/mixdata_svs_visinger2_spkemb_lang_pretrained": if lang == "zh": with open(os.path.join("resource/all_plans.json"), "r") as f: all_plan_dict = json.load(f) for plan in all_plan_dict["plans"]: if plan["language"] == "zh": zh_plan = plan return lambda text: split_pinyin_ace(text, zh_plan) elif lang == "jp": return pyopenjtalk_g2p else: raise ValueError(f"Only support Chinese and Japanese language for {model}") else: raise ValueError(f"Only support espnet/aceopencpop_svs_visinger2_40singer_pretrain and espnet/mixdata_svs_visinger2_spkemb_lang_pretrained for now") def get_pinyin(texts): pinyin_list = lazy_pinyin(texts) text_list = [] for text in pinyin_list: if text[0] == "S" or text[0] == "A" or text[0] == "-": sp_strs = re.findall(r"-|AP|SP", text) for phn in sp_strs: text_list.append(phn) else: text_list.append(text) return text_list