ASR_AGENT_ / analysis /language_utils.py
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Update wer and cer
d7df0a5
from __future__ import annotations
import re
from typing import Literal
LangType = Literal["zh", "en", "mixed", "other"]
LevelType = Literal["char", "word"]
RE_CJK = re.compile(r"[\u4e00-\u9fff]")
RE_LATIN = re.compile(r"[A-Za-z]")
RE_WORD = re.compile(r"[A-Za-z]+(?:['’][A-Za-z]+)?|\d+(?:[\.:]\d+)?|[\u4e00-\u9fff]|[^\w\s]", re.UNICODE)
def detect_lang_type(text: str | None) -> LangType:
text = (text or "").strip()
if not text:
return "other"
zh_count = len(RE_CJK.findall(text))
latin_count = len(RE_LATIN.findall(text))
if zh_count > 0 and latin_count > 0:
return "mixed"
if zh_count > 0:
return "zh"
if latin_count > 0:
return "en"
return "other"
def choose_primary_level(lang_type: str) -> LevelType:
return "word" if lang_type == "en" else "char"
def split_word_like(text: str) -> list[str]:
text = (text or "").strip()
if not text:
return []
return RE_WORD.findall(text)
def split_chars_no_space(text: str) -> list[str]:
text = (text or "").replace(" ", "")
return list(text) if text else []