Dev no emo (#123)

* Create emo_gen.py * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * update server.py, fix bugs in func get_text() and infer(). (#52) * Extract get_text() and infer() from webui.py. (#53) * Extract get_text() and infer() from webui.py. * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * add emo emb * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * init emo gen * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * init emo * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * init emo * Delete bert/bert-base-japanese-v3 directory * Create .gitkeep * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Create add_punc.py * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix bug in bert_gen.py (#54) * Update README.md * fix bug in models.py (#56) * 更新 models.py * Fix japanese cleaner (#61) * 初步，睡觉明天继续写（ * 好好好放错分支了，熬夜是大忌 * [pre-commit.ci] pre-commit autoupdate (#55) * [pre-commit.ci] pre-commit autoupdate updates: - [github.com/pre-commit/pre-commit-hooks: v4.4.0 → v4.5.0](https://github.com/pre-commit/pre-commit-hooks/compare/v4.4.0...v4.5.0) * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Create tokenizer_config.json * update preprocess_text.py：过滤一个音频匹配多个文本的情况 (#57) * update preprocess_text.py：过滤音频不存在的情况 (#58) * 修复日语cleaner和bert * better * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Co-authored-by: Stardust·减 <star_dust_chen@foxmail.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Sora <atri@suzakuintsubaki.com> * Apply Code Formatter Change * Add config.yml for global configuration. (#62) * Add config.yml for global configuration. * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix bug in webui.py. * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Rename config.yml to default_config.yml. Add ./config.yml to gitignore. * Add config.py to parse config.yml * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Update webui.py (#65) * Update webui.py: 1. Add auto translation from Chinese to Japanese. 2. Start to use config.py in webui.py to set config instead of using the command line. * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Fix (#68) * 加上ー * fix * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Update infer.py and webui.py. Supports loading and inference models of 1.1.1 version. (#66) * Update infer.py and webui.py. Supports loading and inference models of 1.1.1 version. * Update config.json * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Fix bug in translate.py (#69) * Supports loading and inference models of 1.1、1.0.1、1.0 version. (#70) * Supports loading and inference models of 1.1、1.0.1、1.0 version. * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Delete useless file in OldVersion --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Update japanese.py (#71) Handling JA long pronunciations * 使用配置文件配置bert_gen.py, preprocess_text.py, resample.py (#72) * Update bert_gen.py, preprocess_text.py, resample.py. Support using config.yml in these files. * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Update bert_gen.py * Update bert_gen.py, fix bug. --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Delete bert/bert-base-japanese-v3 directory * Create config.json * Create tokenizer_config.json * Create vocab.txt * Update server.py. 支持多版本多模型 (#76) * Update server.py. 支持多版本多模型 * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Dev webui (#77) * 申请pr (#75) * 2023/10/11 update 界面优化 * Update webui.py 翻译英文页面为中文 * Update train_ms.py 单卡训练 * 加入图片 * Update extern_subprocess.py * Update asr_transcript.py * Update asr_transcript.py * Update asr_transcript.py * Update extern_subprocess.py * Update asr_transcript.py * Update asr_transcript.py * Update asr_transcript.py * Update all_process.py * Update extern_subprocess.py * Update all_process.py * Update all_process.py * Update asr_transcript.py * Update extern_subprocess.py * Update webui.py * Create re_matching.py * Update webui.py * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Update all_process.py * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Update all_process.py * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Update all_process.py * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Update asr_transcript.py * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Pack 'update' functions into a module * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Update all_process.py * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Update asr_transcript.py * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Update extern_subprocess.py * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Update README.md * Update README.md * Update README.md * Update README.md * Update README.md * Update all_process.py * Update asr_transcript.py * Update webui.py * Add files via upload * Update extern_subprocess.py * Update all_process.py * Update asr_transcript.py * Update bert_gen.py * Update extern_subprocess.py * Update preprocess_text.py * Update re_matching.py * Update resample.py * Update update_status.py * Update update_status.py * Update webui.py * Update all_process.py * Update preprocess_text.py * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Update train_ms.py --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Stardust·减 <star_dust_chen@foxmail.com> Co-authored-by: innnky <67028263+innnky@users.noreply.github.com> * Delete all_process.py * Delete asr_transcript.py * Delete extern_subprocess.py --------- Co-authored-by: spicysama <122108331+AnyaCoder@users.noreply.github.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: innnky <67028263+innnky@users.noreply.github.com> * Create config.json * Create preprocessor_config.json * Create vocab.json * Delete emotional/wav2vec2-large-robust-12-ft-emotion-msp-dim/.gitkeep * Update emo_gen.py * Delete add_punc.py * add emotion_clustering.i * Apply Code Formatter Change * Update models.py * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Update preprocess_text.py (#78) * Update preprocess_text.py. 检测重复以及不存在的音频 (#79) * Handle Janpanese long pronunciations (#80) * Handle Janpanese long pronunciations * Update japanese.py * Update japanese.py * Use unified phonemes for Japanese long vowel (#82) * Use an unified phoneme for Japanese long vowel `symbol.py` has not been updated to ensure compatibility with older version models. * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * 增加一个按钮，点击后可以按句子切分，添加“|” (#81) * Update re_matching.py * Update webui.py * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Fix phonemer bug (#83) * Fix phonemer bug * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Fix long vowel handler bug (#84) * Fix long vowel handler bug * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * 加入整合包管理器的特性：长文本合成可以自定义句间段间停顿 (#85) * Update webui.py * Update re_matching.py * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Update train_ms.py * fix' * Update cleaner.py * add en * add en * Update english.py * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add en * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add en * add en * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add en * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * 更新 README.md * 更新 README.md * 更新 README.md * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Change phonemer to pyopenjtalk (#86) * Change phonemer to pyopenjtalk * 修改为openjtalk便于安装 --------- Co-authored-by: Stardust·减 <star_dust_chen@foxmail.com> * 更新 english.py * Fix english_bert_mock.py. (#87) * Add punctuation execptions (#88) * Add punctuation execptions * Ellipses exceptions * remove get bert * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix bug in oldVersion. (#89) * Update requirements.txt * change to large * rollback requirements.txt * Feat: Enable 1.1.1 models using fix-ver infer. (#91) * Feat: Enable 1.1.1 models using fix-ver infer. * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Add Japanese accent (high-low) (#90) * Add punctuation execptions * Ellipses exceptions * Add Japanese accent * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Do not replace iteration mark (#92) * Add punctuation execptions * Ellipses exceptions * Add Japanese accent * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Do not replace iteration mark --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Fix: fix import error in oldVersion (#93) * Refactor: reusing model loading in webui.py and server.py. (#94) * Feat: Enable using config.yml in train_ms.py (#96) * 更新 emo_gen.py * Change emo_gen.py (#97) * Fix emo_gen bugs * Add multiprocess * Fix queue (#98) * Fix emo_gen bugs * Add multiprocess * Del var * Fix queue * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Fix training bugs (#99) * Updatge cluster notebook * Fix train * Fix filename * Update infer.py (#100) * Update infer.py * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Add reference audio (#101) * Add reference audio * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Update * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Update * Update * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Update --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Stardust·减 <star_dust_chen@foxmail.com> * Fix: fix 1.1.1-fix (#102) * Fix infer bug (#103) * Feat: Add server_fastapi.py. (#104) * Feat: Add server_fastapi.py. * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix: Update requirements.txt. --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Fix: requirements.txt. (#105) * Swith to deberta-v3-large (#106) * Swith to deberta-v3-large * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Feat: Update config.py. (#107) * Feat: Update config.py. * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Dev fix (#108) * fix bugs when deploying * fix bugs when deploying * fix bugs when deploying * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Revert "Dev fix (#108)" (#109) This reverts commit 685e18a10498d602b1a9a26079340d11925646f0. * Dev fix (#110) * fix bugs when deploying * fix bugs when deploying * fix bugs when deploying * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix fixed bugs * fix fixed bugs * fix fixed bug 3 * fix fixed bug 4 * fix fixed bug 5 * fix * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Add emo vec quantizer (#111) Co-authored-by: Stardust·减 <star_dust_chen@foxmail.com> * Clean req and gitignore (#112) * Clean req and gitignore * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Switch to deberta-v2-large-japanese (#113) * Switch to deberta-v2-large-japanese * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Fix emo bugs (#114) * Fix english (#115) * Remove emo (#117) * Don't train codebook * Remove emo * Update * Update * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Merge dev into no-emo (#122) * [pre-commit.ci] pre-commit autoupdate (#95) * [pre-commit.ci] pre-commit autoupdate updates: - [github.com/astral-sh/ruff-pre-commit: v0.0.292 → v0.1.1](https://github.com/astral-sh/ruff-pre-commit/compare/v0.0.292...v0.1.1) - [github.com/psf/black: 23.9.1 → 23.10.0](https://github.com/psf/black/compare/23.9.1...23.10.0) * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Don't train codebook (#116) * Update requirements.txt * Update english_bert_mock.py * Fix: server_fastapi.py (#118) * Fix: server_fastapi.py * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Fix: don't print debug logging. (#119) * Fix: don't print debug logging. * Feat: support emo_gen config * Fix config * Apply Code Formatter Change * 更新，修正bug (#121) * Feat: Update infer.py preprocess_text.py server_fastapi.py. * Fix resample.py. Maintain same directory structure in out_dir as in_dir. * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Update resample.py * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Update server_fastapi.py to no-emo ver * Update config.py, no emo config --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: OedoSoldier <31711261+OedoSoldier@users.noreply.github.com> Co-authored-by: Stardust·减 <star_dust_chen@foxmail.com> Co-authored-by: Stardust-minus <Stardust-minus@users.noreply.github.com> * Update train_ms.py * Update latest version info (#124) --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: jiangyuxiaoxiao <atri@suzakuintsubaki.com> Co-authored-by: AkitoLiu <39857739+Akito-UzukiP@users.noreply.github.com> Co-authored-by: Stardust-minus <Stardust-minus@users.noreply.github.com> Co-authored-by: OedoSoldier <31711261+OedoSoldier@users.noreply.github.com> Co-authored-by: spicysama <122108331+AnyaCoder@users.noreply.github.com> Co-authored-by: innnky <67028263+innnky@users.noreply.github.com> Co-authored-by: YYuX-1145 <138500330+YYuX-1145@users.noreply.github.com>
2023-10-28 10:36:21 +08:00
parent c1ba4c7b3a
commit 82ae8f6928
102 changed files with 175574 additions and 1062 deletions
--- a/oldVersion/V111/text/fix/japanese.py
+++ b/oldVersion/V111/text/fix/japanese.py
@@ -0,0 +1,347 @@
+# Convert Japanese text to phonemes which is
+# compatible with Julius https://github.com/julius-speech/segmentation-kit
+import re
+import unicodedata
+
+from transformers import AutoTokenizer
+
+from .. import punctuation, symbols
+
+from num2words import num2words
+
+import pyopenjtalk
+import jaconv
+
+
+def kata2phoneme(text: str) -> str:
+    """Convert katakana text to phonemes."""
+    text = text.strip()
+    if text == "ー":
+        return ["ー"]
+    elif text.startswith("ー"):
+        return ["ー"] + kata2phoneme(text[1:])
+    res = []
+    prev = None
+    while text:
+        if re.match(_MARKS, text):
+            res.append(text)
+            text = text[1:]
+            continue
+        if text.startswith("ー"):
+            if prev:
+                res.append(prev[-1])
+            text = text[1:]
+            continue
+        res += pyopenjtalk.g2p(text).lower().replace("cl", "q").split(" ")
+        break
+    # res = _COLON_RX.sub(":", res)
+    return res
+
+
+def hira2kata(text: str) -> str:
+    return jaconv.hira2kata(text)
+
+
+_SYMBOL_TOKENS = set(list("・、。？！"))
+_NO_YOMI_TOKENS = set(list("「」『』―（）［］[]"))
+_MARKS = re.compile(
+    r"[^A-Za-z\d\u3005\u3040-\u30ff\u4e00-\u9fff\uff11-\uff19\uff21-\uff3a\uff41-\uff5a\uff66-\uff9d]"
+)
+
+
+def text2kata(text: str) -> str:
+    parsed = pyopenjtalk.run_frontend(text)
+
+    res = []
+    for parts in parsed:
+        word, yomi = replace_punctuation(parts["orig"]), parts["pron"].replace("’", "")
+        if yomi:
+            if re.match(_MARKS, yomi):
+                if len(word) > 1:
+                    word = [replace_punctuation(i) for i in list(word)]
+                    yomi = word
+                    res += yomi
+                    sep += word
+                    continue
+                elif word not in rep_map.keys() and word not in rep_map.values():
+                    word = ","
+                yomi = word
+            res.append(yomi)
+        else:
+            if word in _SYMBOL_TOKENS:
+                res.append(word)
+            elif word in ("っ", "ッ"):
+                res.append("ッ")
+            elif word in _NO_YOMI_TOKENS:
+                pass
+            else:
+                res.append(word)
+    return hira2kata("".join(res))
+
+
+def text2sep_kata(text: str) -> (list, list):
+    parsed = pyopenjtalk.run_frontend(text)
+
+    res = []
+    sep = []
+    for parts in parsed:
+        word, yomi = replace_punctuation(parts["orig"]), parts["pron"].replace("’", "")
+        if yomi:
+            if re.match(_MARKS, yomi):
+                if len(word) > 1:
+                    word = [replace_punctuation(i) for i in list(word)]
+                    yomi = word
+                    res += yomi
+                    sep += word
+                    continue
+                elif word not in rep_map.keys() and word not in rep_map.values():
+                    word = ","
+                yomi = word
+            res.append(yomi)
+        else:
+            if word in _SYMBOL_TOKENS:
+                res.append(word)
+            elif word in ("っ", "ッ"):
+                res.append("ッ")
+            elif word in _NO_YOMI_TOKENS:
+                pass
+            else:
+                res.append(word)
+        sep.append(word)
+    return sep, [hira2kata(i) for i in res]
+
+
+_ALPHASYMBOL_YOMI = {
+    "#": "シャープ",
+    "%": "パーセント",
+    "&": "アンド",
+    "+": "プラス",
+    "-": "マイナス",
+    ":": "コロン",
+    ";": "セミコロン",
+    "<": "小なり",
+    "=": "イコール",
+    ">": "大なり",
+    "@": "アット",
+    "a": "エー",
+    "b": "ビー",
+    "c": "シー",
+    "d": "ディー",
+    "e": "イー",
+    "f": "エフ",
+    "g": "ジー",
+    "h": "エイチ",
+    "i": "アイ",
+    "j": "ジェー",
+    "k": "ケー",
+    "l": "エル",
+    "m": "エム",
+    "n": "エヌ",
+    "o": "オー",
+    "p": "ピー",
+    "q": "キュー",
+    "r": "アール",
+    "s": "エス",
+    "t": "ティー",
+    "u": "ユー",
+    "v": "ブイ",
+    "w": "ダブリュー",
+    "x": "エックス",
+    "y": "ワイ",
+    "z": "ゼット",
+    "α": "アルファ",
+    "β": "ベータ",
+    "γ": "ガンマ",
+    "δ": "デルタ",
+    "ε": "イプシロン",
+    "ζ": "ゼータ",
+    "η": "イータ",
+    "θ": "シータ",
+    "ι": "イオタ",
+    "κ": "カッパ",
+    "λ": "ラムダ",
+    "μ": "ミュー",
+    "ν": "ニュー",
+    "ξ": "クサイ",
+    "ο": "オミクロン",
+    "π": "パイ",
+    "ρ": "ロー",
+    "σ": "シグマ",
+    "τ": "タウ",
+    "υ": "ウプシロン",
+    "φ": "ファイ",
+    "χ": "カイ",
+    "ψ": "プサイ",
+    "ω": "オメガ",
+}
+
+
+_NUMBER_WITH_SEPARATOR_RX = re.compile("[0-9]{1,3}(,[0-9]{3})+")
+_CURRENCY_MAP = {"$": "ドル", "¥": "円", "£": "ポンド", "€": "ユーロ"}
+_CURRENCY_RX = re.compile(r"([$¥£€])([0-9.]*[0-9])")
+_NUMBER_RX = re.compile(r"[0-9]+(\.[0-9]+)?")
+
+
+def japanese_convert_numbers_to_words(text: str) -> str:
+    res = _NUMBER_WITH_SEPARATOR_RX.sub(lambda m: m[0].replace(",", ""), text)
+    res = _CURRENCY_RX.sub(lambda m: m[2] + _CURRENCY_MAP.get(m[1], m[1]), res)
+    res = _NUMBER_RX.sub(lambda m: num2words(m[0], lang="ja"), res)
+    return res
+
+
+def japanese_convert_alpha_symbols_to_words(text: str) -> str:
+    return "".join([_ALPHASYMBOL_YOMI.get(ch, ch) for ch in text.lower()])
+
+
+def japanese_text_to_phonemes(text: str) -> str:
+    """Convert Japanese text to phonemes."""
+    res = unicodedata.normalize("NFKC", text)
+    res = japanese_convert_numbers_to_words(res)
+    # res = japanese_convert_alpha_symbols_to_words(res)
+    res = text2kata(res)
+    res = kata2phoneme(res)
+    return res
+
+
+def is_japanese_character(char):
+    # 定义日语文字系统的 Unicode 范围
+    japanese_ranges = [
+        (0x3040, 0x309F),  # 平假名
+        (0x30A0, 0x30FF),  # 片假名
+        (0x4E00, 0x9FFF),  # 汉字 (CJK Unified Ideographs)
+        (0x3400, 0x4DBF),  # 汉字扩展 A
+        (0x20000, 0x2A6DF),  # 汉字扩展 B
+        # 可以根据需要添加其他汉字扩展范围
+    ]
+
+    # 将字符的 Unicode 编码转换为整数
+    char_code = ord(char)
+
+    # 检查字符是否在任何一个日语范围内
+    for start, end in japanese_ranges:
+        if start <= char_code <= end:
+            return True
+
+    return False
+
+
+rep_map = {
+    "：": ",",
+    "；": ",",
+    "，": ",",
+    "。": ".",
+    "！": "!",
+    "？": "?",
+    "\n": ".",
+    "．": ".",
+    "...": "…",
+    "···": "…",
+    "・・・": "…",
+    "·": ",",
+    "・": ",",
+    "、": ",",
+    "$": ".",
+    "“": "'",
+    "”": "'",
+    "‘": "'",
+    "’": "'",
+    "（": "'",
+    "）": "'",
+    "(": "'",
+    ")": "'",
+    "《": "'",
+    "》": "'",
+    "【": "'",
+    "】": "'",
+    "[": "'",
+    "]": "'",
+    "—": "-",
+    "−": "-",
+    "～": "-",
+    "~": "-",
+    "「": "'",
+    "」": "'",
+}
+
+
+def replace_punctuation(text):
+    pattern = re.compile("|".join(re.escape(p) for p in rep_map.keys()))
+
+    replaced_text = pattern.sub(lambda x: rep_map[x.group()], text)
+
+    replaced_text = re.sub(
+        r"[^\u3040-\u309F\u30A0-\u30FF\u4E00-\u9FFF\u3400-\u4DBF"
+        + "".join(punctuation)
+        + r"]+",
+        "",
+        replaced_text,
+    )
+
+    return replaced_text
+
+
+def text_normalize(text):
+    res = unicodedata.normalize("NFKC", text)
+    res = japanese_convert_numbers_to_words(res)
+    # res = "".join([i for i in res if is_japanese_character(i)])
+    res = replace_punctuation(res)
+    return res
+
+
+def distribute_phone(n_phone, n_word):
+    phones_per_word = [0] * n_word
+    for task in range(n_phone):
+        min_tasks = min(phones_per_word)
+        min_index = phones_per_word.index(min_tasks)
+        phones_per_word[min_index] += 1
+    return phones_per_word
+
+
+def handle_long(sep_phonemes):
+    for i in range(len(sep_phonemes)):
+        if sep_phonemes[i][0] == "ー":
+            sep_phonemes[i][0] = sep_phonemes[i - 1][-1]
+        if "ー" in sep_phonemes[i]:
+            for j in range(len(sep_phonemes[i])):
+                if sep_phonemes[i][j] == "ー":
+                    sep_phonemes[i][j] = sep_phonemes[i][j - 1][-1]
+    return sep_phonemes
+
+
+tokenizer = AutoTokenizer.from_pretrained("./bert/bert-base-japanese-v3")
+
+
+def g2p(norm_text):
+    sep_text, sep_kata = text2sep_kata(norm_text)
+    sep_tokenized = [tokenizer.tokenize(i) for i in sep_text]
+    sep_phonemes = handle_long([kata2phoneme(i) for i in sep_kata])
+    # 异常处理，MeCab不认识的词的话会一路传到这里来，然后炸掉。目前来看只有那些超级稀有的生僻词会出现这种情况
+    for i in sep_phonemes:
+        for j in i:
+            assert j in symbols, (sep_text, sep_kata, sep_phonemes)
+
+    word2ph = []
+    for token, phoneme in zip(sep_tokenized, sep_phonemes):
+        phone_len = len(phoneme)
+        word_len = len(token)
+
+        aaa = distribute_phone(phone_len, word_len)
+        word2ph += aaa
+    phones = ["_"] + [j for i in sep_phonemes for j in i] + ["_"]
+    tones = [0 for i in phones]
+    word2ph = [1] + word2ph + [1]
+    return phones, tones, word2ph
+
+
+if __name__ == "__main__":
+    tokenizer = AutoTokenizer.from_pretrained("./bert/bert-base-japanese-v3")
+    text = "hello,こんにちは、世界ー！……"
+    from text.japanese_bert import get_bert_feature
+
+    text = text_normalize(text)
+    print(text)
+
+    phones, tones, word2ph = g2p(text)
+    bert = get_bert_feature(text, word2ph)
+
+    print(phones, tones, word2ph, bert.shape)