diff --git a/docs/source/modules/datasets.rst b/docs/source/modules/datasets.rst
index 20d0ba479..85854fc5d 100644
--- a/docs/source/modules/datasets.rst
+++ b/docs/source/modules/datasets.rst
@@ -98,42 +98,102 @@ of vocabs.
    * - punctuation
      - 32
      - !"#$%&\'()*+,-./:;<=>?@[\\]^_`{|}~
+   * - albanian
+     - 104
+     - 0123456789abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ!"#$%&'()*+,-./:;<=>?@[\]^_`{|}~°£€¥¢฿çëÇË
+   * - afrikaans
+     - 114
+     - 0123456789abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ!"#$%&'()*+,-./:;<=>?@[\]^_`{|}~°£€¥¢฿èëïîôûêÈËÏÎÔÛÊ
+   * - azerbaijani
+     - 111
+     - 0123456789abcdefghijklmnopqrstuvxyzABCDEFGHIJKLMNOPQRSTUVXYZ!"#$%&'()*+,-./:;<=>?@[\]^_`{|}~°£€¥¢฿çəğöşüÇƏĞÖŞÜ₼
+   * - basque
+     - 104
+     - 0123456789abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ!"#$%&'()*+,-./:;<=>?@[\]^_`{|}~°£€¥¢฿ñçÑÇ
+   * - bosanski
+     - 102
+     - 0123456789abcdefghijklmnoprstuvzABCDEFGHIJKLMNOPRSTUVZ!"#$%&'()*+,-./:;<=>?@[\]^_`{|}~°£€¥¢฿čćđšžČĆĐŠŽ
+   * - catalan
+     - 120
+     - 0123456789abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ!"#$%&'()*+,-./:;<=>?@[\]^_`{|}~°£€¥¢฿àèéíïòóúüçÀÈÉÍÏÒÓÚÜÇ
+   * - croatian
+     - 110
+     - 0123456789abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ!"#$%&'()*+,-./:;<=>?@[\]^_`{|}~°£€¥¢฿ČčĆćĐ𩹮ž
    * - czech
      - 130
      - 0123456789abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ!"#$%&'()*+,-./:;<=>?@[\]^_`{|}~°£€¥¢฿áčďéěíňóřšťúůýžÁČĎÉĚÍŇÓŘŠŤÚŮÝŽ
    * - danish
      - 106
-     - 0123456789abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ!"#$%&\'()*+,-./:;<=>?@[\\]^_`{|}~°£€¥¢฿æøåÆØÅ
+     - 0123456789abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ!"#$%&'()*+,-./:;<=>?@[\]^_`{|}~°£€¥¢฿æøåÆØÅ
    * - dutch
      - 114
      - 0123456789abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ!"#$%&'()*+,-./:;<=>?@[\]^_`{|}~°£€¥¢฿áéíóúüñÁÉÍÓÚÜÑ
    * - english
      - 100
      - 0123456789abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ!"#$%&'()*+,-./:;<=>?@[\]^_`{|}~°£€¥¢฿
+   * - estonian
+     - 112
+     - 0123456789abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ!"#$%&'()*+,-./:;<=>?@[\]^_`{|}~°£€¥¢฿šžõäöüŠŽÕÄÖÜ
+   * - esperanto
+     - 105
+     - 0123456789abcdefghijklmnoprstuvzABCDEFGHIJKLMNOPRSTUVZ!"#$%&'()*+,-./:;<=>?@[\]^_`{|}~°£€¥¢฿ĉĝĥĵŝŭĈĜĤĴŜŬ₷
+   * - french
+     - 126
+     - 0123456789abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ!"#$%&'()*+,-./:;<=>?@[\]^_`{|}~°£€¥¢฿àâéèêëîïôùûüçÀÂÉÈÊËÎÏÔÙÛÜÇ
+   * - legacy_french
+     - 123
+     - 0123456789abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ!"#$%&'()*+,-./:;<=>?@[\]^_`{|}~°àâéèêëîïôùûçÀÂÉÈËÎÏÔÙÛÇ£€¥¢฿
    * - finnish
      - 104
      - 0123456789abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ!"#$%&'()*+,-./:;<=>?@[\]^_`{|}~°£€¥¢฿äöÄÖ
+   * - frisian
+     - 107
+     - 0123456789abcdefghijklmnoprstuvwyzABCDEFGHIJKLMNOPRSTUVWYZ!"#$%&'()*+,-./:;<=>?@[\]^_`{|}~°£€¥¢฿âêôûúÂÊÔÛÚƒ
+   * - galician
+     - 98
+     - 0123456789abcdefghilmnopqrstuvxyzABCDEFGHILMNOPQRSTUVXYZ!"#$%&'()*+,-./:;<=>?@[\]^_`{|}~°£€¥¢฿ñÑçÇ
    * - german
      - 108
      - 0123456789abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ!"#$%&'()*+,-./:;<=>?@[\]^_`{|}~°£€¥¢฿äöüßÄÖÜẞ
-   * - croatian
+   * - hausa
+     - 101
+     - 0123456789abcdefghijklmnorstuwyzABCDEFGHIJKLMNORSTUWYZ!"#$%&'()*+,-./:;<=>?@[\]^_`{|}~°£€¥¢฿ɓɗƙƴƁƊƘƳ₦
+   * - hungarian
+     - 114
+     - 0123456789abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ!"#$%&'()*+,-./:;<=>?@[\]^_`{|}~°£€¥¢฿áéíóöúüÁÉÍÓÖÚÜ
+   * - icelandic
+     - 114
+     - 0123456789abdefghijklmnoprstuvxyzABDEFGHIJKLMNOPRSTUVXYZ!"#$%&'()*+,-./:;<=>?@[\]^_`{|}~°£€¥¢฿ðáéíóúýþæöÐÁÉÍÓÚÝÞÆÖ
+   * - indonesian
+     - 100
+     - 0123456789abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ!"#$%&'()*+,-./:;<=>?@[\]^_`{|}~°£€¥¢฿
+   * - irish
      - 110
-     - 0123456789abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ!"#$%&'()*+,-./:;<=>?@[\]^_`{|}~°£€¥¢฿ČčĆćĐ𩹮ž
-   * - french
-     - 126
-     - 0123456789abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ!"#$%&'()*+,-./:;<=>?@[\]^_`{|}~°£€¥¢฿àâéèêëîïôùûüçÀÂÉÈÊËÎÏÔÙÛÜÇ
-   * - legacy_french
-     - 123
-     - 0123456789abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ!"#$%&\'()*+,-./:;<=>?@[\\]^_`{|}~°àâéèêëîïôùûçÀÂÉÈËÎÏÔÙÛÇ£€¥¢฿
-   * - hebrew
-     - 235
-     - 0123456789abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ!"#$%&'()*+,-./:;<=>?@[\]^_`{|}~°£€¥¢฿אבגדהוזחטיךכלםמןנסעףפץצקרשתְֱֲֳִֵֶַָׇֹֺֻֽ־ֿ׀ׁׂ׃ׅׄ׆׳״֑֖֛֢֣֤֥֦֧֪֚֭֮֒֓֔֕֗֘֙֜֝֞֟֠֡֨֩֫֬֯ׯװױײיִﬞײַﬠﬡﬢﬣﬤﬥﬦﬧﬨ﬩שׁשׂשּׁשּׂאַאָאּבּגּדּהּוּזּטּיּךּכּלּמּנּסּףּפּצּקּרּשּתּוֹבֿכֿפֿﭏ₪
+     - 0123456789abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ!"#$%&'()*+,-./:;<=>?@[\]^_`{|}~°£€¥¢฿áéíóúÁÉÍÓÚ
    * - italian
      - 120
      - 0123456789abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ!"#$%&'()*+,-./:;<=>?@[\]^_`{|}~°£€¥¢฿àèéìíîòóùúÀÈÉÌÍÎÒÓÙÚ
-   * - latin
+   * - latvian
+     - 116
+     - 0123456789abcdefghijklmnoprstuvyzABCDEFGHIJKLMNOPRSTUVYZ!"#$%&'()*+,-./:;<=>?@[\]^_`{|}~°£€¥¢฿āčēģīķļņšūžĀČĒĢĪĶĻŅŠŪŽ
+   * - lithuanian
+     - 112
+     - 0123456789abcdefghijklmnoprstuvyzABCDEFGHIJKLMNOPRSTUVYZ!"#$%&'()*+,-./:;<=>?@[\]^_`{|}~°£€¥¢฿ąčęėįšųūžĄČĘĖĮŠŲŪŽ
+   * - luxembourgish
+     - 110
+     - 0123456789abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ!"#$%&'()*+,-./:;<=>?@[\]^_`{|}~°£€¥¢฿äöüéëÄÖÜÉË
+   * - malagasy
      - 94
-     - 0123456789abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ!"#$%&'()*+,-./:;<=>?@[\]^_`{|}~
+     - 0123456789abdefghijklmnoprstvyzABDEFGHIJKLMNOPRSTVYZ!"#$%&'()*+,-./:;<=>?@[\]^_`{|}~°£€¥¢฿ôñÔÑ
+   * - malay
+     - 100
+     - 0123456789abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ!"#$%&'()*+,-./:;<=>?@[\]^_`{|}~°£€¥¢฿
+   * - maltese
+     - 104
+     - 0123456789abdefghijklmnopqrstuvwxzABDEFGHIJKLMNOPQRSTUVWXZ!"#$%&'()*+,-./:;<=>?@[\]^_`{|}~°£€¥¢฿ċġħżĊĠĦŻ
+   * - montenegrin
+     - 103
+     - 0123456789abcdefghijklmnoprstuvzABCDEFGHIJKLMNOPRSTUVZ!"#$%&'()*+,-./:;<=>?@[\]^_`{|}~°£€¥¢฿čćšžźČĆŠŚŽŹ
    * - norwegian
      - 106
      - 0123456789abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ!"#$%&'()*+,-./:;<=>?@[\]^_`{|}~°£€¥¢฿æøåÆØÅ
@@ -141,17 +201,53 @@ of vocabs.
      - 118
      - 0123456789abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ!"#$%&'()*+,-./:;<=>?@[\]^_`{|}~°£€¥¢฿ąćęłńóśźżĄĆĘŁŃÓŚŹŻ
    * - portuguese
-     - 131
-     - 0123456789abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ!"#$%&'()*+,-./:;<=>?@[\]^_`{|}~°£€¥¢฿áàâãéêëíïóôõúüçÁÀÂÃÉËÍÏÓÔÕÚÜÇ¡¿
+     - 128
+     - 0123456789abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ!"#$%&'()*+,-./:;<=>?@[\]^_`{|}~°£€¥¢฿áàâãéêíïóôõúüçÁÀÂÃÉÊÍÏÓÔÕÚÜÇ
+   * - romanian
+     - 110
+     - 0123456789abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ!"#$%&'()*+,-./:;<=>?@[\]^_`{|}~°£€¥¢฿ăâîșțĂÂÎȘȚ
+   * - scottish_gaelic
+     - 94
+     - 0123456789abcdefghilmnoprstuABCDEFGHILMNOPRSTU!"#$%&'()*+,-./:;<=>?@[\]^_`{|}~°£€¥¢฿àèìòùÀÈÌÒÙ
+   * - serbian_latin
+     - 110
+     - 0123456789abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ!"#$%&'()*+,-./:;<=>?@[\]^_`{|}~°£€¥¢฿čćđžšČĆĐŽŠ
+   * - slovak
+     - 134
+     - 0123456789abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ!"#$%&'()*+,-./:;<=>?@[\]^_`{|}~°£€¥¢฿ôäčďľňšťžáéíĺóŕúýÔÄČĎĽŇŠŤŽÁÉÍĹÓŔÚÝ
+   * - slovene
+     - 102
+     - 0123456789abcdefghijklmnoprstuvzABCDEFGHIJKLMNOPRSTUVZ!"#$%&'()*+,-./:;<=>?@[\]^_`{|}~°£€¥¢฿čćđšžČĆĐŠŽ
+   * - somali
+     - 94
+     - 0123456789abcdefghijklmnoqrstuwxyABCDEFGHIJKLMNOQRSTUWXY!"#$%&'()*+,-./:;<=>?@[\]^_`{|}~°£€¥¢฿
    * - spanish
      - 116
      - 0123456789abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ!"#$%&'()*+,-./:;<=>?@[\]^_`{|}~°£€¥¢฿áéíóúüñÁÉÍÓÚÜÑ¡¿
+   * - swahili
+     - 96
+     - 0123456789abcdefghijklmnoprstuvwyzABCDEFGHIJKLMNOPRSTUVWYZ!"#$%&'()*+,-./:;<=>?@[\]^_`{|}~°£€¥¢฿
    * - swedish
      - 106
      - 0123456789abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ!"#$%&'()*+,-./:;<=>?@[\]^_`{|}~°£€¥¢฿åäöÅÄÖ
+   * - tagalog
+     - 95
+     - 0123456789abdefghijklmnoprstuvyzABDEFGHIJKLMNOPRSTUVYZ!"#$%&'()*+,-./:;<=>?@[\]^_`{|}~°£€¥¢฿ñÑ₱
+   * - turkish
+     - 112
+     - 0123456789abcdefghijklmnoprstuvyzABCDEFGHIJKLMNOPRSTUVYZ!"#$%&'()*+,-./:;<=>?@[\]^_`{|}~°£€¥¢฿çğıöşüâîûÇĞİÖŞÜÂÎÛ
+   * - uzbek_latin
+     - 110
+     - 0123456789abcdefghijklmnopqrstuvxyzABCDEFGHIJKLMNOPQRSTUVXYZ!"#$%&'()*+,-./:;<=>?@[\]^_`{|}~°£€¥¢฿çğɉñöşÇĞɈÑÖŞ
    * - vietnamese
      - 234
      - 0123456789abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ!"#$%&'()*+,-./:;<=>?@[\]^_`{|}~°£€¥¢฿áàảạãăắằẳẵặâấầẩẫậđéèẻẽẹêếềểễệóòỏõọôốồổộỗơớờởợỡúùủũụưứừửữựíìỉĩịýỳỷỹỵÁÀẢẠÃĂẮẰẲẴẶÂẤẦẨẪẬĐÉÈẺẼẸÊẾỀỂỄỆÓÒỎÕỌÔỐỒỔỘỖƠỚỜỞỢỠÚÙỦŨỤƯỨỪỬỮỰÍÌỈĨỊÝỲỶỸỴ
+   * - welsh
+     - 102
+     - 0123456789abcdefghijlmnoprstuwyABCDEFGHIJLMNOPRSTUWY!"#$%&'()*+,-./:;<=>?@[\]^_`{|}~°£€¥¢฿âêîôŵŷÂÊÎÔŴŶ
+   * - Zulu
+     - 100
+     - 0123456789abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ!"#$%&'()*+,-./:;<=>?@[\]^_`{|}~°£€¥¢฿
    * - ancient_greek
      - 48
      - αβγδεζηθικλμνξοπρστυφχψωΑΒΓΔΕΖΗΘΙΚΛΜΝΞΟΠΡΣΤΥΦΧΨΩ
diff --git a/doctr/datasets/vocabs.py b/doctr/datasets/vocabs.py
index 7b48b5d21..332722e17 100644
--- a/doctr/datasets/vocabs.py
+++ b/doctr/datasets/vocabs.py
@@ -3,6 +3,7 @@
 # This program is licensed under the Apache License 2.0.
 # See LICENSE or go to <https://opensource.org/licenses/Apache-2.0> for full license details.
 
+import re
 import string
 
 __all__ = ["VOCABS"]
@@ -50,49 +51,107 @@
 VOCABS["latin"] = VOCABS["digits"] + VOCABS["ascii_letters"] + VOCABS["punctuation"]
 VOCABS["english"] = VOCABS["latin"] + "°" + VOCABS["currency"]
 
+VOCABS["albanian"] = VOCABS["english"] + "çëÇË"
+
+VOCABS["afrikaans"] = VOCABS["english"] + "èëïîôûêÈËÏÎÔÛÊ"
+
+VOCABS["azerbaijani"] = re.sub(r"[Ww]", "", VOCABS["english"]) + "çəğöşüÇƏĞÖŞÜ" + "₼"
+
+VOCABS["basque"] = VOCABS["english"] + "ñçÑÇ"
+
+VOCABS["bosanski"] = re.sub(r"[QqWwXxYy]", "", VOCABS["english"]) + "čćđšžČĆĐŠŽ"
+
+VOCABS["catalan"] = VOCABS["english"] + "àèéíïòóúüçÀÈÉÍÏÒÓÚÜÇ"
+
+VOCABS["croatian"] = VOCABS["english"] + "ČčĆćĐ𩹮ž"
+
 VOCABS["czech"] = VOCABS["english"] + "áčďéěíňóřšťúůýžÁČĎÉĚÍŇÓŘŠŤÚŮÝŽ"
 
 VOCABS["danish"] = VOCABS["english"] + "æøåÆØÅ"
 
 VOCABS["dutch"] = VOCABS["english"] + "áéíóúüñÁÉÍÓÚÜÑ"
 
+VOCABS["estonian"] = VOCABS["english"] + "šžõäöüŠŽÕÄÖÜ"
+
+VOCABS["esperanto"] = re.sub(r"[QqWwXxYy]", "", VOCABS["english"]) + "ĉĝĥĵŝŭĈĜĤĴŜŬ" + "₷"
+
 VOCABS["french"] = VOCABS["english"] + "àâéèêëîïôùûüçÀÂÉÈÊËÎÏÔÙÛÜÇ"
 VOCABS["legacy_french"] = VOCABS["latin"] + "°" + "àâéèêëîïôùûçÀÂÉÈËÎÏÔÙÛÇ" + VOCABS["currency"]
 
 VOCABS["finnish"] = VOCABS["english"] + "äöÄÖ"
 
+VOCABS["frisian"] = re.sub(r"[QqXx]", "", VOCABS["english"]) + "âêôûúÂÊÔÛÚ" + "ƒ"
+
+VOCABS["galician"] = re.sub(r"[JjKkWw]", "", VOCABS["english"]) + "ñÑçÇ"
+
 VOCABS["german"] = VOCABS["english"] + "äöüßÄÖÜẞ"
 
-VOCABS["croatian"] = VOCABS["english"] + "ČčĆćĐ𩹮ž"
+VOCABS["hausa"] = re.sub(r"[PpQqVvXx]", "", VOCABS["english"]) + "ɓɗƙƴƁƊƘƳ" + "₦"
 
-VOCABS["hebrew"] = (
-    VOCABS["english"]
-    + VOCABS["hebrew_letters"]
-    + VOCABS["hebrew_vowels"]
-    + VOCABS["hebrew_punctuation"]
-    + VOCABS["hebrew_cantillations"]
-    + VOCABS["hebrew_specials"]
-    + "₪"
-)
+VOCABS["hungarian"] = VOCABS["english"] + "áéíóöúüÁÉÍÓÖÚÜ"
+
+VOCABS["icelandic"] = re.sub(r"[CcQqWw]", "", VOCABS["english"]) + "ðáéíóúýþæöÐÁÉÍÓÚÝÞÆÖ"
+
+VOCABS["indonesian"] = VOCABS["english"]
+
+VOCABS["irish"] = VOCABS["english"] + "áéíóúÁÉÍÓÚ"
 
 VOCABS["italian"] = VOCABS["english"] + "àèéìíîòóùúÀÈÉÌÍÎÒÓÙÚ"
 
+VOCABS["latvian"] = re.sub(r"[QqWwXx]", "", VOCABS["english"]) + "āčēģīķļņšūžĀČĒĢĪĶĻŅŠŪŽ"
+
+VOCABS["lithuanian"] = re.sub(r"[QqWwXx]", "", VOCABS["english"]) + "ąčęėįšųūžĄČĘĖĮŠŲŪŽ"
+
+VOCABS["luxembourgish"] = VOCABS["english"] + "äöüéëÄÖÜÉË"
+
+VOCABS["malagasy"] = re.sub(r"[CcQqUuWwXx]", "", VOCABS["english"]) + "ôñÔÑ"
+
+VOCABS["malay"] = VOCABS["english"]
+
+VOCABS["maltese"] = re.sub(r"[CcYy]", "", VOCABS["english"]) + "ċġħżĊĠĦŻ"
+
+VOCABS["montenegrin"] = re.sub(r"[QqWwXxYy]", "", VOCABS["english"]) + "čćšžźČĆŠŚŽŹ"
+
 VOCABS["norwegian"] = VOCABS["english"] + "æøåÆØÅ"
 
 VOCABS["polish"] = VOCABS["english"] + "ąćęłńóśźżĄĆĘŁŃÓŚŹŻ"
 
 VOCABS["portuguese"] = VOCABS["english"] + "áàâãéêíïóôõúüçÁÀÂÃÉÊÍÏÓÔÕÚÜÇ"
 
+VOCABS["romanian"] = VOCABS["english"] + "ăâîșțĂÂÎȘȚ"
+
+VOCABS["scottish_gaelic"] = re.sub(r"[JjKkQqVvWwXxYyZz]", "", VOCABS["english"]) + "àèìòùÀÈÌÒÙ"
+
+VOCABS["serbian_latin"] = VOCABS["english"] + "čćđžšČĆĐŽŠ"
+
+VOCABS["slovak"] = VOCABS["english"] + "ôäčďľňšťžáéíĺóŕúýÔÄČĎĽŇŠŤŽÁÉÍĹÓŔÚÝ"
+
+VOCABS["slovene"] = re.sub(r"[QqWwXxYy]", "", VOCABS["english"]) + "čćđšžČĆĐŠŽ"
+
+VOCABS["somali"] = re.sub(r"[PpVvZz]", "", VOCABS["english"])
+
 VOCABS["spanish"] = VOCABS["english"] + "áéíóúüñÁÉÍÓÚÜÑ" + "¡¿"
 
+VOCABS["swahili"] = re.sub(r"[QqXx]", "", VOCABS["english"])
+
 VOCABS["swedish"] = VOCABS["english"] + "åäöÅÄÖ"
 
+VOCABS["tagalog"] = re.sub(r"[CcQqWwXx]", "", VOCABS["english"]) + "ñÑ" + "₱"
+
+VOCABS["turkish"] = re.sub(r"[QqWwXx]", "", VOCABS["english"]) + "çğıöşüâîûÇĞİÖŞÜÂÎÛ"
+
+VOCABS["uzbek_latin"] = re.sub(r"[Ww]", "", VOCABS["english"]) + "çğɉñöşÇĞɈÑÖŞ"
+
 VOCABS["vietnamese"] = (
     VOCABS["english"]
     + "áàảạãăắằẳẵặâấầẩẫậđéèẻẽẹêếềểễệóòỏõọôốồổộỗơớờởợỡúùủũụưứừửữựíìỉĩịýỳỷỹỵ"
     + "ÁÀẢẠÃĂẮẰẲẴẶÂẤẦẨẪẬĐÉÈẺẼẸÊẾỀỂỄỆÓÒỎÕỌÔỐỒỔỘỖƠỚỜỞỢỠÚÙỦŨỤƯỨỪỬỮỰÍÌỈĨỊÝỲỶỸỴ"
 )
 
+VOCABS["welsh"] = re.sub(r"[KkQqVvXxZz]", "", VOCABS["english"]) + "âêîôŵŷÂÊÎÔŴŶ"
+
+VOCABS["Zulu"] = VOCABS["english"]
+
 # Non-latin alphabets.
 # Arabic
 VOCABS["arabic"] = (
@@ -117,6 +176,17 @@
     + VOCABS["punctuation"]
 )
 
+# Hebrew
+VOCABS["hebrew"] = (
+    VOCABS["english"]
+    + VOCABS["hebrew_letters"]
+    + VOCABS["hebrew_vowels"]
+    + VOCABS["hebrew_punctuation"]
+    + VOCABS["hebrew_cantillations"]
+    + VOCABS["hebrew_specials"]
+    + "₪"
+)
+
 # Hindi
 VOCABS["hindi"] = VOCABS["hindi_letters"] + VOCABS["hindi_digits"] + VOCABS["hindi_punctuation"]