fairseq/examples/mms/data_prep/norm_config.py

import os
import re


colon = ":"
comma = ","
exclamation_mark = "!"
period = re.escape(".")
question_mark = re.escape("?")
semicolon = ";"

left_curly_bracket = "{"
right_curly_bracket = "}"
quotation_mark = '"'

basic_punc = (
    period
    + question_mark
    + comma
    + colon
    + exclamation_mark
    + left_curly_bracket
    + right_curly_bracket
)

# General punc unicode block (0x2000-0x206F)
zero_width_space = r"\u200B"
zero_width_nonjoiner = r"\u200C"
left_to_right_mark = r"\u200E"
right_to_left_mark = r"\u200F"
left_to_right_embedding = r"\u202A"
pop_directional_formatting = r"\u202C"

# Here are some commonly ill-typed versions of apostrophe
right_single_quotation_mark = r"\u2019"
left_single_quotation_mark = r"\u2018"

# Language specific definitions
# Spanish
inverted_exclamation_mark = r"\u00A1"
inverted_question_mark = r"\u00BF"


# Hindi
hindi_danda = u"\u0964"

# Egyptian Arabic
# arabic_percent = r"\u066A"
arabic_comma = r"\u060C"
arabic_question_mark = r"\u061F"
arabic_semicolon = r"\u061B"
arabic_diacritics = r"\u064B-\u0652"


arabic_subscript_alef_and_inverted_damma = r"\u0656-\u0657"


# Chinese
full_stop = r"\u3002"
full_comma = r"\uFF0C"
full_exclamation_mark = r"\uFF01"
full_question_mark = r"\uFF1F"
full_semicolon = r"\uFF1B"
full_colon = r"\uFF1A"
full_parentheses = r"\uFF08\uFF09"
quotation_mark_horizontal = r"\u300C-\u300F"
quotation_mark_vertical = r"\uFF41-\uFF44"
title_marks = r"\u3008-\u300B"
wavy_low_line = r"\uFE4F"
ellipsis = r"\u22EF"
enumeration_comma = r"\u3001"
hyphenation_point = r"\u2027"
forward_slash = r"\uFF0F"
wavy_dash = r"\uFF5E"
box_drawings_light_horizontal = r"\u2500"
fullwidth_low_line = r"\uFF3F"
chinese_punc = (
    full_stop
    + full_comma
    + full_exclamation_mark
    + full_question_mark
    + full_semicolon
    + full_colon
    + full_parentheses
    + quotation_mark_horizontal
    + quotation_mark_vertical
    + title_marks
    + wavy_low_line
    + ellipsis
    + enumeration_comma
    + hyphenation_point
    + forward_slash
    + wavy_dash
    + box_drawings_light_horizontal
    + fullwidth_low_line
)

# Armenian
armenian_apostrophe = r"\u055A"
emphasis_mark = r"\u055B"
exclamation_mark = r"\u055C"
armenian_comma = r"\u055D"
armenian_question_mark = r"\u055E"
abbreviation_mark = r"\u055F"
armenian_full_stop = r"\u0589"
armenian_punc = (
    armenian_apostrophe
    + emphasis_mark
    + exclamation_mark
    + armenian_comma
    + armenian_question_mark
    + abbreviation_mark
    + armenian_full_stop
)

lesser_than_symbol = r"<"
greater_than_symbol = r">"

lesser_than_sign = r"\u003c"
greater_than_sign = r"\u003e"

nbsp_written_form = r"&nbsp"

# Quotation marks
left_double_quotes = r"\u201c"
right_double_quotes = r"\u201d"
left_double_angle = r"\u00ab"
right_double_angle = r"\u00bb"
left_single_angle = r"\u2039"
right_single_angle = r"\u203a"
low_double_quotes = r"\u201e"
low_single_quotes = r"\u201a"
high_double_quotes = r"\u201f"
high_single_quotes = r"\u201b"

all_punct_quotes = (
    left_double_quotes
    + right_double_quotes
    + left_double_angle
    + right_double_angle
    + left_single_angle
    + right_single_angle
    + low_double_quotes
    + low_single_quotes
    + high_double_quotes
    + high_single_quotes
    + right_single_quotation_mark
    + left_single_quotation_mark
)
mapping_quotes = (
    "["
    + high_single_quotes
    + right_single_quotation_mark
    + left_single_quotation_mark
    + "]"
)


# Digits

english_digits = r"\u0030-\u0039"
bengali_digits = r"\u09e6-\u09ef"
khmer_digits = r"\u17e0-\u17e9"
devanagari_digits = r"\u0966-\u096f"
oriya_digits = r"\u0b66-\u0b6f"
extended_arabic_indic_digits = r"\u06f0-\u06f9"
kayah_li_digits = r"\ua900-\ua909"
fullwidth_digits = r"\uff10-\uff19"
malayam_digits = r"\u0d66-\u0d6f"
myanmar_digits = r"\u1040-\u1049"
roman_numeral = r"\u2170-\u2179"
nominal_digit_shapes = r"\u206f"

# Load punctuations from MMS-lab data
with open(f"{os.path.dirname(__file__)}/punctuations.lst", "r") as punc_f:
    punc_list = punc_f.readlines()

punct_pattern = r""    
for punc in punc_list:
    # the first character in the tab separated line is the punc to be removed
    punct_pattern += re.escape(punc.split("\t")[0])

shared_digits = (
    english_digits
    + bengali_digits
    + khmer_digits
    + devanagari_digits
    + oriya_digits
    + extended_arabic_indic_digits
    + kayah_li_digits
    + fullwidth_digits
    + malayam_digits
    + myanmar_digits
    + roman_numeral
    + nominal_digit_shapes
)

shared_punc_list = (
    basic_punc
    + all_punct_quotes
    + greater_than_sign
    + lesser_than_sign
    + inverted_question_mark
    + full_stop
    + semicolon
    + armenian_punc
    + inverted_exclamation_mark
    + arabic_comma
    + enumeration_comma
    + hindi_danda
    + quotation_mark
    + arabic_semicolon
    + arabic_question_mark
    + chinese_punc
    + punct_pattern

)

shared_mappping = {
    lesser_than_symbol: "",
    greater_than_symbol: "",
    nbsp_written_form: "",
    r"(\S+)" + mapping_quotes + r"(\S+)": r"\1'\2",
}

shared_deletion_list = (
    left_to_right_mark
    + zero_width_nonjoiner
    + arabic_subscript_alef_and_inverted_damma
    + zero_width_space
    + arabic_diacritics
    + pop_directional_formatting
    + right_to_left_mark
    + left_to_right_embedding
)

norm_config = {
    "*": {
        "lower_case": True,
        "punc_set": shared_punc_list,
        "del_set": shared_deletion_list,
        "mapping": shared_mappping,
        "digit_set": shared_digits,
        "unicode_norm": "NFKC",
        "rm_diacritics" : False,
    }
}

#=============== Mongolian ===============#

norm_config["mon"] = norm_config["*"].copy()
# add soft hyphen to punc list to match with fleurs
norm_config["mon"]["del_set"] += r"\u00AD"

norm_config["khk"] = norm_config["mon"].copy()

#=============== Hebrew ===============#

norm_config["heb"] = norm_config["*"].copy()
# add "HEBREW POINT" symbols to match with fleurs
norm_config["heb"]["del_set"] += r"\u05B0-\u05BF\u05C0-\u05CF"

#=============== Thai ===============#

norm_config["tha"] = norm_config["*"].copy()
# add "Zero width joiner" symbols to match with fleurs
norm_config["tha"]["punc_set"] += r"\u200D"

#=============== Arabic ===============#
norm_config["ara"] = norm_config["*"].copy()
norm_config["ara"]["mapping"]["ٱ"] = "ا"
norm_config["arb"] = norm_config["ara"].copy()

#=============== Javanese ===============#
norm_config["jav"] = norm_config["*"].copy()
norm_config["jav"]["rm_diacritics"] = True