from pathlib import Path from typing import Iterable from typing import List from typing import Union from typeguard import check_argument_types from espnet2.text.abs_tokenizer import AbsTokenizer class CharTokenizer(AbsTokenizer): def __init__( self, non_linguistic_symbols: Union[Path, str, Iterable[str]] = None, space_symbol: str = "", remove_non_linguistic_symbols: bool = False, ): assert check_argument_types() self.space_symbol = space_symbol if non_linguistic_symbols is None: self.non_linguistic_symbols = set() elif isinstance(non_linguistic_symbols, (Path, str)): non_linguistic_symbols = Path(non_linguistic_symbols) with non_linguistic_symbols.open("r", encoding="utf-8") as f: self.non_linguistic_symbols = set(line.rstrip() for line in f) else: self.non_linguistic_symbols = set(non_linguistic_symbols) self.remove_non_linguistic_symbols = remove_non_linguistic_symbols def __repr__(self): return ( f"{self.__class__.__name__}(" f'space_symbol="{self.space_symbol}"' f'non_linguistic_symbols="{self.non_linguistic_symbols}"' f")" ) def text2tokens(self, line: str) -> List[str]: tokens = [] while len(line) != 0: for w in self.non_linguistic_symbols: if line.startswith(w): if not self.remove_non_linguistic_symbols: tokens.append(line[: len(w)]) line = line[len(w) :] break else: t = line[0] if t == " ": t = "" tokens.append(t) line = line[1:] return tokens def tokens2text(self, tokens: Iterable[str]) -> str: tokens = [t if t != self.space_symbol else " " for t in tokens] return "".join(tokens)