egs/aishell4/ASR/local/text2token.py

#!/usr/bin/env python3
# Copyright    2017  Johns Hopkins University   (authors: Shinji Watanabe)
#              2022  Xiaomi Corp.               (authors: Mingshuang Luo)
#
# See ../../../../LICENSE for clarification regarding multiple authors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.


import argparse
import codecs
import re
import sys
from typing import List

from pypinyin import lazy_pinyin, pinyin

is_python2 = sys.version_info[0] == 2


def exist_or_not(i, match_pos):
    start_pos = None
    end_pos = None
    for pos in match_pos:
        if pos[0] <= i < pos[1]:
            start_pos = pos[0]
            end_pos = pos[1]
            break

    return start_pos, end_pos


def get_parser():
    parser = argparse.ArgumentParser(
        description="convert raw text to tokenized text",
        formatter_class=argparse.ArgumentDefaultsHelpFormatter,
    )
    parser.add_argument(
        "--nchar",
        "-n",
        default=1,
        type=int,
        help="number of characters to split, i.e., \
                        aabb -> a a b b with -n 1 and aa bb with -n 2",
    )
    parser.add_argument(
        "--skip-ncols", "-s", default=0, type=int, help="skip first n columns"
    )
    parser.add_argument("--space", default="<space>", type=str, help="space symbol")
    parser.add_argument(
        "--non-lang-syms",
        "-l",
        default=None,
        type=str,
        help="list of non-linguistic symobles, e.g., <NOISE> etc.",
    )
    parser.add_argument("text", type=str, default=False, nargs="?", help="input text")
    parser.add_argument(
        "--trans_type",
        "-t",
        type=str,
        default="char",
        choices=["char", "pinyin", "lazy_pinyin"],
        help="""Transcript type. char/pinyin/lazy_pinyin""",
    )
    return parser


def token2id(
    texts, token_table, token_type: str = "lazy_pinyin", oov: str = "<unk>"
) -> List[List[int]]:
    """Convert token to id.
    Args:
      texts:
        The input texts, it refers to the chinese text here.
      token_table:
        The token table is built based on "data/lang_xxx/token.txt"
      token_type:
        The type of token, such as "pinyin" and "lazy_pinyin".
      oov:
        Out of vocabulary token. When a word(token) in the transcript
        does not exist in the token list, it is replaced with `oov`.

    Returns:
      The list of ids for the input texts.
    """
    if texts is None:
        raise ValueError("texts can't be None!")
    else:
        oov_id = token_table[oov]
        ids: List[List[int]] = []
        for text in texts:
            chars_list = list(str(text))
            if token_type == "lazy_pinyin":
                text = lazy_pinyin(chars_list)
                sub_ids = [
                    token_table[txt] if txt in token_table else oov_id for txt in text
                ]
                ids.append(sub_ids)
            else:  # token_type = "pinyin"
                text = pinyin(chars_list)
                sub_ids = [
                    token_table[txt[0]] if txt[0] in token_table else oov_id
                    for txt in text
                ]
                ids.append(sub_ids)
        return ids


def main():
    parser = get_parser()
    args = parser.parse_args()

    rs = []
    if args.non_lang_syms is not None:
        with codecs.open(args.non_lang_syms, "r", encoding="utf-8") as f:
            nls = [x.rstrip() for x in f.readlines()]
            rs = [re.compile(re.escape(x)) for x in nls]

    if args.text:
        f = codecs.open(args.text, encoding="utf-8")
    else:
        f = codecs.getreader("utf-8")(sys.stdin if is_python2 else sys.stdin.buffer)

    sys.stdout = codecs.getwriter("utf-8")(
        sys.stdout if is_python2 else sys.stdout.buffer
    )
    line = f.readline()
    n = args.nchar
    while line:
        x = line.split()
        print(" ".join(x[: args.skip_ncols]), end=" ")
        a = " ".join(x[args.skip_ncols :])  # noqa E203

        # get all matched positions
        match_pos = []
        for r in rs:
            i = 0
            while i >= 0:
                m = r.search(a, i)
                if m:
                    match_pos.append([m.start(), m.end()])
                    i = m.end()
                else:
                    break
        if len(match_pos) > 0:
            chars = []
            i = 0
            while i < len(a):
                start_pos, end_pos = exist_or_not(i, match_pos)
                if start_pos is not None:
                    chars.append(a[start_pos:end_pos])
                    i = end_pos
                else:
                    chars.append(a[i])
                    i += 1
            a = chars

        if args.trans_type == "pinyin":
            a = pinyin(list(str(a)))
            a = [one[0] for one in a]

        if args.trans_type == "lazy_pinyin":
            a = lazy_pinyin(list(str(a)))

        a = [a[j : j + n] for j in range(0, len(a), n)]  # noqa E203

        a_flat = []
        for z in a:
            a_flat.append("".join(z))

        a_chars = "".join(a_flat)
        print(a_chars)
        line = f.readline()


if __name__ == "__main__":
    main()