FunASR/funasr/tokenizer/char_tokenizer.py

from pathlib import Path
from typing import Iterable
from typing import List
from typing import Union
import warnings

from funasr.tokenizer.abs_tokenizer import BaseTokenizer
from funasr.register import tables

@tables.register("tokenizer_classes", "CharTokenizer")
class CharTokenizer(BaseTokenizer):
    def __init__(
        self,
        non_linguistic_symbols: Union[Path, str, Iterable[str]] = None,
        space_symbol: str = "<space>",
        remove_non_linguistic_symbols: bool = False,
        **kwargs,
    ):
        super().__init__(**kwargs)
        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)
            try:
                with non_linguistic_symbols.open("r", encoding="utf-8") as f:
                    self.non_linguistic_symbols = set(line.rstrip() for line in f)
            except FileNotFoundError:
                warnings.warn(f"{non_linguistic_symbols} doesn't exist.")
                self.non_linguistic_symbols = set()
        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: Union[str, list]) -> 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 = "<space>"
                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)