Spaces:
Runtime error
Runtime error
File size: 4,152 Bytes
4a52b88 c313f4e 4a52b88 c313f4e 4a52b88 c313f4e 4a52b88 c313f4e 4a52b88 cef75d0 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 |
"""
This file contains the functions to translate the text from one language to another.
"""
from transformers import AutoModelForSeq2SeqLM, AutoTokenizer
from deep_translator import GoogleTranslator, MyMemoryTranslator, MicrosoftTranslator, YandexTranslator, ChatGptTranslator
from .text_preprocess import decontracting_words, space_punc
# Digit Translation
digit_converter = {
'০': '0',
'১': '1',
'২': '2',
'৩': '3',
'৪': '4',
'৫': '5',
'৬': '6',
'৭': '7',
'৮': '8',
'৯': '9'
}
def get_translated_digit(sentence):
"""
Translate the digits from Bengali to English
"""
translated_sentence = []
for each_letter in sentence:
if each_letter in digit_converter.keys():
translated_sentence.append(digit_converter[each_letter])
# print(digit_converter[each_letter], end="")
else:
translated_sentence.append(each_letter)
# print(each_letter, end="")
return "".join(each for each in translated_sentence)
def google_translation(sentence, tgt_lang_code):
"""
Translate a sentence from one language to another using Google Translator.\n
At first install dependencies \n
`!pip install -U deep-translator`
"""
translated = GoogleTranslator(source='auto', target=tgt_lang_code).translate(sentence)
return translated
def get_better_translation(src, tgt_lang_code):
src_mod = get_translated_digit(src)
tgt = google_translation(src_mod, tgt_lang_code)
tgt = decontracting_words(tgt)
tgt = tgt.replace('rupees', 'takas').replace('Rs', 'takas')
return tgt
target_lang_dict = {
"Afrikaans": "af",
"Albanian": "sq",
"Arabic": "ar",
"Aragonese": "an",
"Armenian": "hy",
"Asturian": "ast",
"Azerbaijani": "az",
"Bashkir": "ba",
"Basque": "eu",
"Bavarian": "bar",
"Belarusian": "be",
"Bengali": "bn",
"Bishnupriya Manipuri": "bpy",
"Bosnian": "bs",
"Breton": "br",
"Bulgarian": "bg",
"Burmese": "my",
"Catalan": "ca",
"Cebuano": "ceb",
"Chechen": "ce",
"Chinese (Simplified)": "zh",
"Chinese (Traditional)": "zh-tw",
"Chuvash": "cv",
"Croatian": "hr",
"Czech": "cs",
"Danish": "da",
"Dutch": "nl",
"English": "en",
"Estonian": "et",
"Finnish": "fi",
"French": "fr",
"Galician": "gl",
"Georgian": "ka",
"German": "de",
"Greek": "el",
"Gujarati": "gu",
"Haitian": "ht",
"Hebrew": "he",
"Hindi": "hi",
"Hungarian": "hu",
"Icelandic": "is",
"Ido": "io",
"Indonesian": "id",
"Irish": "ga",
"Italian": "it",
"Japanese": "ja",
"Javanese": "jv",
"Kannada": "kn",
"Kazakh": "kk",
"Kirghiz": "ky",
"Korean": "ko",
"Latin": "la",
"Latvian": "lv",
"Lithuanian": "lt",
"Lombard": "lmo",
"Low Saxon": "nds",
"Luxembourgish": "lb",
"Macedonian": "mk",
"Malagasy": "mg",
"Malay": "ms",
"Malayalam": "ml",
"Marathi": "mr",
"Minangkabau": "min",
"Nepali": "ne",
"Newar": "new",
"Norwegian (Bokmal)": "nb",
"Norwegian (Nynorsk)": "nn",
"Occitan": "oc",
"Persian (Farsi)": "fa",
"Piedmontese": "pms",
"Polish": "pl",
"Portuguese": "pt",
"Punjabi": "pa",
"Romanian": "ro",
"Russian": "ru",
"Scots": "sco",
"Serbian": "sr",
"Serbo-Croatian": "sh",
"Sicilian": "scn",
"Slovak": "sk",
"Slovenian": "sl",
"South Azerbaijani": "azb",
"Spanish": "es",
"Sundanese": "su",
"Swahili": "sw",
"Swedish": "sv",
"Tagalog": "tl",
"Tajik": "tg",
"Tamil": "ta",
"Tatar": "tt",
"Telugu": "te",
"Turkish": "tr",
"Ukrainian": "uk",
"Urdu": "ur",
"Uzbek": "uz",
"Vietnamese": "vi",
"Volapük": "vo",
"Waray-Waray": "war",
"Welsh": "cy",
"West Frisian": "fy",
"Western Punjabi": "pnb",
"Yoruba": "yo",
"Thai": "th",
"Mongolian": "mn"
}
def select_target_lang_code(lang):
"""
Select the target language code
"""
return target_lang_dict[lang] if lang in target_lang_dict else "en"
|