Add notes

app.py

@@ -1,4 +1,5 @@
 import requests
+import json
 import pandas as pd
 from tqdm.auto import tqdm
 import streamlit as st
@@ -6,6 +7,15 @@ from huggingface_hub import HfApi, hf_hub_download
 from huggingface_hub.repocard import metadata_load
 
 cer_langs = ["ja", "zh-CN", "zh-HK", "zh-TW"]
+with open("languages.json") as f:
+    lang2name = json.load(f)
+suggested_datasets = [
+    "librispeech_asr",
+    "mozilla-foundation/common_voice_8_0",
+    "mozilla-foundation/common_voice_7_0",
+    "common_voice",
+    "speech-recognition-community-v2/eval_data",
+]
 
 
 def make_clickable(model_name):
@@ -15,7 +25,7 @@ def make_clickable(model_name):
 
 def get_model_ids():
     api = HfApi()
-    models = api.list_models(filter="robust-speech-event")
+    models = api.list_models(filter="hf-asr-leaderboard")
     model_ids = [x.modelId for x in models]
     return model_ids
 
@@ -91,6 +101,42 @@ def get_data():
     return pd.DataFrame.from_records(data)
 
 
+def suggest_datasets(datasets):
+    ranked = set(suggested_datasets) & set(datasets)
+    ranked = sorted(ranked, key=suggested_datasets.index)[:3]
+    ranked = [f"1. *{dataset_id}*\n" for dataset_id in ranked]
+    if len(ranked) > 0:
+        return f"""
+        For general-purpose automatic speech recognition, we currently advise to pick a model that performs well on: 
+        {"".join(ranked)}
+        """
+    else:
+        return ""
+
+
+def generate_note(lang, lang_df):
+    lang_name = lang2name[lang] if lang in lang2name else ""
+    num_models = len(lang_df["model_id"].unique())
+    unique_datasets = sorted(lang_df["dataset"].unique())
+    num_datasets = len(unique_datasets)
+    msg = f"""
+    For the `{lang}` ({lang_name}) language, there are currently `{num_models}` models 
+    trained on `{num_datasets}` datasets available for `automatic-speech-recognition`.
+
+    The models have been trained and/or evaluated on the following datasets: 
+    """
+    for dataset_id in unique_datasets:
+        msg += f"* [{dataset_id}](https://hf.co/datasets/{dataset_id})\n"
+    msg += """
+    Choose the dataset that is most relevant to your task and select it from the dropdown below.
+    """
+    msg += suggest_datasets(unique_datasets)
+    msg += "Please click on the model's name to be redirected to its model card which includes documentation and examples on how to use it."
+
+    msg = "\n".join([line.strip() for line in msg.split("\n")])
+    return msg
+
+
 dataframe = get_data()
 dataframe = dataframe.fillna("")
 dataframe["model_id"] = dataframe["model_id"].apply(make_clickable)
@@ -98,7 +144,12 @@ dataframe["model_id"] = dataframe["model_id"].apply(make_clickable)
 _, col_center = st.columns([3, 6])
 with col_center:
     st.image("logo.png", width=200)
-st.markdown("# Speech Models Leaderboard")
+st.markdown("# Speech Recognition Models Leaderboard")
+
+st.markdown(
+    "This is leaderboard  over all speech recognition models and datasets. "
+    "Please select a language you want to find a model for from the dropdown:"
+)
 
 lang = st.selectbox(
     "Language",
@@ -107,6 +158,9 @@ lang = st.selectbox(
 )
 lang_df = dataframe[dataframe.lang == lang]
 
+msg = generate_note(lang, lang_df)
+st.markdown(msg)
+
 dataset = st.selectbox(
     "Dataset",
     sorted(lang_df["dataset"].unique()),
@@ -129,3 +183,12 @@ dataset_df.rename(
 )
 
 st.write(dataset_df.to_html(escape=False, index=None), unsafe_allow_html=True)
+
+if lang in cer_langs:
+    st.markdown(
+        "---\n\* **CER** is [Char Error Rate](https://huggingface.co/metrics/cer)"
+    )
+else:
+    st.markdown(
+        "---\n\* **WER** is [Word Error Rate](https://huggingface.co/metrics/wer)"
+    )

languages.json

@@ -0,0 +1,981 @@
+{
+    "aa": "Afar",
+    "ab": "Abkhazian",
+    "ace": "Achinese",
+    "ady": "Adyghe",
+    "af": "Afrikaans",
+    "af-NA": "Afrikaans (Namibia)",
+    "af-ZA": "Afrikaans (South Africa)",
+    "agq": "Aghem",
+    "agq-CM": "Aghem (Cameroon)",
+    "ak": "Akan",
+    "ak-GH": "Akan (Ghana)",
+    "als": "Tosk Albanian",
+    "am": "Amharic",
+    "am-ET": "Amharic (Ethiopia)",
+    "an": "Aragonese",
+    "ang": "English, Old (ca.450–1100)",
+    "ar": "Arabic",
+    "ar-001": "Arabic (World)",
+    "ar-AE": "Arabic (United Arab Emirates)",
+    "ar-BH": "Arabic (Bahrain)",
+    "ar-DJ": "Arabic (Djibouti)",
+    "ar-DZ": "Arabic (Algeria)",
+    "ar-EG": "Arabic (Egypt)",
+    "ar-EH": "Arabic (Western Sahara)",
+    "ar-ER": "Arabic (Eritrea)",
+    "ar-IL": "Arabic (Israel)",
+    "ar-IQ": "Arabic (Iraq)",
+    "ar-JO": "Arabic (Jordan)",
+    "ar-KM": "Arabic (Comoros)",
+    "ar-KW": "Arabic (Kuwait)",
+    "ar-LB": "Arabic (Lebanon)",
+    "ar-LY": "Arabic (Libya)",
+    "ar-MA": "Arabic (Morocco)",
+    "ar-MR": "Arabic (Mauritania)",
+    "ar-OM": "Arabic (Oman)",
+    "ar-PS": "Arabic (Palestinian Territories)",
+    "ar-QA": "Arabic (Qatar)",
+    "ar-SA": "Arabic (Saudi Arabia)",
+    "ar-SD": "Arabic (Sudan)",
+    "ar-SO": "Arabic (Somalia)",
+    "ar-SS": "Arabic (South Sudan)",
+    "ar-SY": "Arabic (Syria)",
+    "ar-TD": "Arabic (Chad)",
+    "ar-TN": "Arabic (Tunisia)",
+    "ar-YE": "Arabic (Yemen)",
+    "arc": "Official Aramaic (700–300 BCE); Imperial Aramaic (700–300 BCE)",
+    "arz": "Egyptian Arabic",
+    "as": "Assamese",
+    "as-IN": "Assamese (India)",
+    "asa": "Asu",
+    "asa-TZ": "Asu (Tanzania)",
+    "ast": "Asturian",
+    "ast-ES": "Asturian (Spain)",
+    "atj": "Atikamekw",
+    "av": "Avaric",
+    "ay": "Aymara",
+    "az": "Azerbaijani",
+    "az-Cyrl": "Azerbaijani (Cyrillic)",
+    "az-Cyrl-AZ": "Azerbaijani (Cyrillic, Azerbaijan)",
+    "az-Latn": "Azerbaijani (Latin)",
+    "az-Latn-AZ": "Azerbaijani (Latin, Azerbaijan)",
+    "azb": "South Azerbaijani",
+    "ba": "Bashkir",
+    "bar": "Bavarian",
+    "bas": "Basaa",
+    "bas-CM": "Basaa (Cameroon)",
+    "bcl": "Central Bikol",
+    "be": "Belarusian",
+    "be-BY": "Belarusian (Belarus)",
+    "be-tarask": "Belarusan (Taraškievica)",
+    "bem": "Bemba",
+    "bem-ZM": "Bemba (Zambia)",
+    "bez": "Bena",
+    "bez-TZ": "Bena (Tanzania)",
+    "bg": "Bulgarian",
+    "bg-BG": "Bulgarian (Bulgaria)",
+    "bg-Latn": "Bulgarian (Latin)",
+    "bh": "Bihari languages",
+    "bi": "Bislama",
+    "bjn": "Banjar",
+    "bm": "Bambara",
+    "bm-ML": "Bambara (Mali)",
+    "bn": "Bangla",
+    "bn-BD": "Bangla (Bangladesh)",
+    "bn-IN": "Bangla (India)",
+    "bn-Latn": "Bangla (Latin script)",
+    "bo": "Tibetan",
+    "bo-CN": "Tibetan (China)",
+    "bo-IN": "Tibetan (India)",
+    "bpy": "Bishnupriya",
+    "br": "Breton",
+    "br-FR": "Breton (France)",
+    "brx": "Bodo",
+    "brx-IN": "Bodo (India)",
+    "bs": "Bosnian",
+    "bs-Cyrl": "Bosnian (Cyrillic)",
+    "bs-Cyrl-BA": "Bosnian (Cyrillic, Bosnia & Herzegovina)",
+    "bs-Latn": "Bosnian",
+    "bs-Latn-BA": "Bosnian (Bosnia & Herzegovina)",
+    "bug": "Buginese",
+    "bxr": "Russia Buriat",
+    "bzd": "Bribri",
+    "ca": "Catalan",
+    "ca-AD": "Catalan (Andorra)",
+    "ca-ES": "Catalan (Spain)",
+    "ca-ES-valencia": "Catalan (Spain)",
+    "ca-FR": "Catalan (France)",
+    "ca-IT": "Catalan (Italy)",
+    "cbk": "Chavacano",
+    "ccp": "Chakma",
+    "ccp-BD": "Chakma (Bangladesh)",
+    "ccp-IN": "Chakma (India)",
+    "cdo": "Min Dong Chinese",
+    "ce": "Chechen",
+    "ce-RU": "Chechen (Russia)",
+    "ceb": "Cebuano",
+    "ceb-PH": "Cebuano (Philippines)",
+    "cgg": "Chiga",
+    "cgg-UG": "Chiga (Uganda)",
+    "ch": "Chamorro",
+    "cho": "Choctaw",
+    "chr": "Cherokee",
+    "chr-US": "Cherokee (United States)",
+    "chy": "Cheyenne",
+    "ckb": "Central Kurdish",
+    "ckb-IQ": "Central Kurdish (Iraq)",
+    "ckb-IR": "Central Kurdish (Iran)",
+    "cni": "Ashaninka",
+    "cnh": "Hakha Chin",
+    "co": "Corsican",
+    "code": "Programming language (C++, Java, Javascript, Python, etc.)",
+    "cr": "Cree",
+    "crh": "Crimean Tatar; Crimean Turkish",
+    "cs": "Czech",
+    "cs-CZ": "Czech (Czechia)",
+    "csb": "Kashubian",
+    "cu": "Church Slavic",
+    "cu-RU": "Church Slavic (Russia)",
+    "cv": "Chuvash",
+    "cy": "Welsh",
+    "cy-GB": "Welsh (United Kingdom)",
+    "da": "Danish",
+    "da-DK": "Danish (Denmark)",
+    "da-GL": "Danish (Greenland)",
+    "dav": "Taita",
+    "dav-KE": "Taita (Kenya)",
+    "de": "German",
+    "de-AT": "German (Austria)",
+    "de-BE": "German (Belgium)",
+    "de-CH": "German (Switzerland)",
+    "de-DE": "German (Germany)",
+    "de-IT": "German (Italy)",
+    "de-LI": "German (Liechtenstein)",
+    "de-LU": "German (Luxembourg)",
+    "din": "Dinka",
+    "diq": "Dimli (individual language)",
+    "dje": "Zarma",
+    "dje-NE": "Zarma (Niger)",
+    "dsb": "Lower Sorbian",
+    "dsb-DE": "Lower Sorbian (Germany)",
+    "dty": "Doteli",
+    "dua": "Duala",
+    "dua-CM": "Duala (Cameroon)",
+    "dv": "Dhivehi",
+    "dyo": "Jola-Fonyi",
+    "dyo-SN": "Jola-Fonyi (Senegal)",
+    "dz": "Dzongkha",
+    "dz-BT": "Dzongkha (Bhutan)",
+    "ebu": "Embu",
+    "ebu-KE": "Embu (Kenya)",
+    "ee": "Ewe",
+    "ee-GH": "Ewe (Ghana)",
+    "ee-TG": "Ewe (Togo)",
+    "egy": "Egyptian (Ancient)",
+    "el": "Greek",
+    "el-CY": "Greek (Cyprus)",
+    "el-GR": "Greek (Greece)",
+    "el-Latn": "Greek (Latin)",
+    "eml": "Emiliano-Romagnolo",
+    "en": "English",
+    "en-001": "English (World)",
+    "en-150": "English (Europe)",
+    "en-AE": "English (United Arab Emirates)",
+    "en-AG": "English (Antigua & Barbuda)",
+    "en-AI": "English (Anguilla)",
+    "en-AS": "English (American Samoa)",
+    "en-AT": "English (Austria)",
+    "en-AU": "English (Australia)",
+    "en-BB": "English (Barbados)",
+    "en-BE": "English (Belgium)",
+    "en-BI": "English (Burundi)",
+    "en-BM": "English (Bermuda)",
+    "en-BS": "English (Bahamas)",
+    "en-BW": "English (Botswana)",
+    "en-BZ": "English (Belize)",
+    "en-CA": "English (Canada)",
+    "en-CC": "English (Cocos (Keeling) Islands)",
+    "en-CH": "English (Switzerland)",
+    "en-CK": "English (Cook Islands)",
+    "en-CM": "English (Cameroon)",
+    "en-CX": "English (Christmas Island)",
+    "en-CY": "English (Cyprus)",
+    "en-DE": "English (Germany)",
+    "en-DG": "English (Diego Garcia)",
+    "en-DK": "English (Denmark)",
+    "en-DM": "English (Dominica)",
+    "en-ER": "English (Eritrea)",
+    "en-FI": "English (Finland)",
+    "en-FJ": "English (Fiji)",
+    "en-FK": "English (Falkland Islands)",
+    "en-FM": "English (Micronesia)",
+    "en-GB": "English (United Kingdom)",
+    "en-GD": "English (Grenada)",
+    "en-GG": "English (Guernsey)",
+    "en-GH": "English (Ghana)",
+    "en-GI": "English (Gibraltar)",
+    "en-GM": "English (Gambia)",
+    "en-GU": "English (Guam)",
+    "en-GY": "English (Guyana)",
+    "en-HK": "English (Hong Kong SAR China)",
+    "en-IE": "English (Ireland)",
+    "en-IL": "English (Israel)",
+    "en-IM": "English (Isle of Man)",
+    "en-IN": "English (India)",
+    "en-IO": "English (British Indian Ocean Territory)",
+    "en-JE": "English (Jersey)",
+    "en-JM": "English (Jamaica)",
+    "en-KE": "English (Kenya)",
+    "en-KI": "English (Kiribati)",
+    "en-KN": "English (St. Kitts & Nevis)",
+    "en-KY": "English (Cayman Islands)",
+    "en-LC": "English (St. Lucia)",
+    "en-LR": "English (Liberia)",
+    "en-LS": "English (Lesotho)",
+    "en-MG": "English (Madagascar)",
+    "en-MH": "English (Marshall Islands)",
+    "en-MO": "English (Macao SAR China)",
+    "en-MP": "English (Northern Mariana Islands)",
+    "en-MS": "English (Montserrat)",
+    "en-MT": "English (Malta)",
+    "en-MU": "English (Mauritius)",
+    "en-MW": "English (Malawi)",
+    "en-MY": "English (Malaysia)",
+    "en-NA": "English (Namibia)",
+    "en-NF": "English (Norfolk Island)",
+    "en-NG": "English (Nigeria)",
+    "en-NL": "English (Netherlands)",
+    "en-NR": "English (Nauru)",
+    "en-NU": "English (Niue)",
+    "en-NZ": "English (New Zealand)",
+    "en-PG": "English (Papua New Guinea)",
+    "en-PH": "English (Philippines)",
+    "en-PK": "English (Pakistan)",
+    "en-PN": "English (Pitcairn Islands)",
+    "en-PR": "English (Puerto Rico)",
+    "en-PW": "English (Palau)",
+    "en-RW": "English (Rwanda)",
+    "en-SB": "English (Solomon Islands)",
+    "en-SC": "English (Seychelles)",
+    "en-SD": "English (Sudan)",
+    "en-SE": "English (Sweden)",
+    "en-SG": "English (Singapore)",
+    "en-SH": "English (St. Helena)",
+    "en-SI": "English (Slovenia)",
+    "en-SL": "English (Sierra Leone)",
+    "en-SS": "English (South Sudan)",
+    "en-SX": "English (Sint Maarten)",
+    "en-SZ": "English (Eswatini)",
+    "en-TC": "English (Turks & Caicos Islands)",
+    "en-TK": "English (Tokelau)",
+    "en-TO": "English (Tonga)",
+    "en-TT": "English (Trinidad & Tobago)",
+    "en-TV": "English (Tuvalu)",
+    "en-TZ": "English (Tanzania)",
+    "en-UG": "English (Uganda)",
+    "en-UM": "English (U.S. Outlying Islands)",
+    "en-US": "English (United States)",
+    "en-US-posix": "English (United States)",
+    "en-VC": "English (St. Vincent & Grenadines)",
+    "en-VG": "English (British Virgin Islands)",
+    "en-VI": "English (U.S. Virgin Islands)",
+    "en-VU": "English (Vanuatu)",
+    "en-WS": "English (Samoa)",
+    "en-ZA": "English (South Africa)",
+    "en-ZM": "English (Zambia)",
+    "en-ZW": "English (Zimbabwe)",
+    "en-basiceng": "Basic English",
+    "eo": "Esperanto",
+    "eo-001": "Esperanto (World)",
+    "es": "Spanish",
+    "es-419": "Spanish (Latin America)",
+    "es-AR": "Spanish (Argentina)",
+    "es-BO": "Spanish (Bolivia)",
+    "es-BR": "Spanish (Brazil)",
+    "es-BZ": "Spanish (Belize)",
+    "es-CL": "Spanish (Chile)",
+    "es-CO": "Spanish (Colombia)",
+    "es-CR": "Spanish (Costa Rica)",
+    "es-CU": "Spanish (Cuba)",
+    "es-DO": "Spanish (Dominican Republic)",
+    "es-EA": "Spanish (Ceuta & Melilla)",
+    "es-EC": "Spanish (Ecuador)",
+    "es-ES": "Spanish (Spain)",
+    "es-GQ": "Spanish (Equatorial Guinea)",
+    "es-GT": "Spanish (Guatemala)",
+    "es-HN": "Spanish (Honduras)",
+    "es-IC": "Spanish (Canary Islands)",
+    "es-MX": "Spanish (Mexico)",
+    "es-NI": "Spanish (Nicaragua)",
+    "es-PA": "Spanish (Panama)",
+    "es-PE": "Spanish (Peru)",
+    "es-PH": "Spanish (Philippines)",
+    "es-PR": "Spanish (Puerto Rico)",
+    "es-PY": "Spanish (Paraguay)",
+    "es-SV": "Spanish (El Salvador)",
+    "es-US": "Spanish (United States)",
+    "es-UY": "Spanish (Uruguay)",
+    "es-VE": "Spanish (Venezuela)",
+    "et": "Estonian",
+    "et-EE": "Estonian (Estonia)",
+    "eu": "Basque",
+    "eu-ES": "Basque (Spain)",
+    "ewo": "Ewondo",
+    "ewo-CM": "Ewondo (Cameroon)",
+    "ext": "Extremaduran",
+    "fa": "Persian",
+    "fa-AF": "Persian (Afghanistan)",
+    "fa-IR": "Persian (Iran)",
+    "ff": "Fulah",
+    "ff-Adlm": "Fulah (Adlam)",
+    "ff-Adlm-BF": "Fulah (Adlam, Burkina Faso)",
+    "ff-Adlm-CM": "Fulah (Adlam, Cameroon)",
+    "ff-Adlm-GH": "Fulah (Adlam, Ghana)",
+    "ff-Adlm-GM": "Fulah (Adlam, Gambia)",
+    "ff-Adlm-GN": "Fulah (Adlam, Guinea)",
+    "ff-Adlm-GW": "Fulah (Adlam, Guinea-Bissau)",
+    "ff-Adlm-LR": "Fulah (Adlam, Liberia)",
+    "ff-Adlm-MR": "Fulah (Adlam, Mauritania)",
+    "ff-Adlm-NE": "Fulah (Adlam, Niger)",
+    "ff-Adlm-NG": "Fulah (Adlam, Nigeria)",
+    "ff-Adlm-SL": "Fulah (Adlam, Sierra Leone)",
+    "ff-Adlm-SN": "Fulah (Adlam, Senegal)",
+    "ff-Latn": "Fulah (Latin)",
+    "ff-Latn-BF": "Fulah (Latin, Burkina Faso)",
+    "ff-Latn-CM": "Fulah (Latin, Cameroon)",
+    "ff-Latn-GH": "Fulah (Latin, Ghana)",
+    "ff-Latn-GM": "Fulah (Latin, Gambia)",
+    "ff-Latn-GN": "Fulah (Latin, Guinea)",
+    "ff-Latn-GW": "Fulah (Latin, Guinea-Bissau)",
+    "ff-Latn-LR": "Fulah (Latin, Liberia)",
+    "ff-Latn-MR": "Fulah (Latin, Mauritania)",
+    "ff-Latn-NE": "Fulah (Latin, Niger)",
+    "ff-Latn-NG": "Fulah (Latin, Nigeria)",
+    "ff-Latn-SL": "Fulah (Latin, Sierra Leone)",
+    "ff-Latn-SN": "Fulah (Latin, Senegal)",
+    "fi": "Finnish",
+    "fi-FI": "Finnish (Finland)",
+    "fil": "Filipino",
+    "fil-PH": "Filipino (Philippines)",
+    "fj": "Fijian",
+    "fo": "Faroese",
+    "fo-DK": "Faroese (Denmark)",
+    "fo-FO": "Faroese (Faroe Islands)",
+    "fon": "Fon",
+    "fr": "French",
+    "fr-BE": "French (Belgium)",
+    "fr-BF": "French (Burkina Faso)",
+    "fr-BI": "French (Burundi)",
+    "fr-BJ": "French (Benin)",
+    "fr-BL": "French (St. Barthélemy)",
+    "fr-CA": "French (Canada)",
+    "fr-CD": "French (Congo - Kinshasa)",
+    "fr-CF": "French (Central African Republic)",
+    "fr-CG": "French (Congo - Brazzaville)",
+    "fr-CH": "French (Switzerland)",
+    "fr-CI": "French (Côte d’Ivoire)",
+    "fr-CM": "French (Cameroon)",
+    "fr-DJ": "French (Djibouti)",
+    "fr-DZ": "French (Algeria)",
+    "fr-FR": "French (France)",
+    "fr-GA": "French (Gabon)",
+    "fr-GF": "French (French Guiana)",
+    "fr-GN": "French (Guinea)",
+    "fr-GP": "French (Guadeloupe)",
+    "fr-GQ": "French (Equatorial Guinea)",
+    "fr-HT": "French (Haiti)",
+    "fr-KM": "French (Comoros)",
+    "fr-LU": "French (Luxembourg)",
+    "fr-MA": "French (Morocco)",
+    "fr-MC": "French (Monaco)",
+    "fr-MF": "French (St. Martin)",
+    "fr-MG": "French (Madagascar)",
+    "fr-ML": "French (Mali)",
+    "fr-MQ": "French (Martinique)",
+    "fr-MR": "French (Mauritania)",
+    "fr-MU": "French (Mauritius)",
+    "fr-NC": "French (New Caledonia)",
+    "fr-NE": "French (Niger)",
+    "fr-PF": "French (French Polynesia)",
+    "fr-PM": "French (St. Pierre & Miquelon)",
+    "fr-RE": "French (Réunion)",
+    "fr-RW": "French (Rwanda)",
+    "fr-SC": "French (Seychelles)",
+    "fr-SN": "French (Senegal)",
+    "fr-SY": "French (Syria)",
+    "fr-TD": "French (Chad)",
+    "fr-TG": "French (Togo)",
+    "fr-TN": "French (Tunisia)",
+    "fr-VU": "French (Vanuatu)",
+    "fr-WF": "French (Wallis & Futuna)",
+    "fr-YT": "French (Mayotte)",
+    "frp": "Franco-Provençal",
+    "frr": "Northern Frisian",
+    "fur": "Friulian",
+    "fur-IT": "Friulian (Italy)",
+    "fy": "Western Frisian",
+    "fy-NL": "Western Frisian (Netherlands)",
+    "ga": "Irish",
+    "ga-GB": "Irish (United Kingdom)",
+    "ga-IE": "Irish (Ireland)",
+    "gag": "Gagauz",
+    "gan": "Gan Chinese",
+    "gd": "Scottish Gaelic",
+    "gd-GB": "Scottish Gaelic (United Kingdom)",
+    "gl": "Galician",
+    "gl-ES": "Galician (Spain)",
+    "glk": "Gilaki",
+    "gn": "Guarani",
+    "gom": "Goan Konkani",
+    "gor": "Gorontalo",
+    "got": "Gothic",
+    "gsw": "Swiss German",
+    "gsw-CH": "Swiss German (Switzerland)",
+    "gsw-FR": "Swiss German (France)",
+    "gsw-LI": "Swiss German (Liechtenstein)",
+    "gu": "Gujarati",
+    "gu-IN": "Gujarati (India)",
+    "guz": "Gusii",
+    "guz-KE": "Gusii (Kenya)",
+    "gv": "Manx",
+    "gv-IM": "Manx (Isle of Man)",
+    "ha": "Hausa",
+    "ha-GH": "Hausa (Ghana)",
+    "ha-NE": "Hausa (Niger)",
+    "ha-NG": "Hausa (Nigeria)",
+    "hak": "Hakka Chinese",
+    "haw": "Hawaiian",
+    "haw-US": "Hawaiian (United States)",
+    "hch": "Wixarika",
+    "he": "Hebrew",
+    "he-IL": "Hebrew (Israel)",
+    "hi": "Hindi",
+    "hi-IN": "Hindi (India)",
+    "hi-Latn": "Hindi (Latin script)",
+    "hif": "Fiji Hindi",
+    "hmn": "Hmong, Mong",
+    "ho": "Hiri Motu",
+    "hr": "Croatian",
+    "hr-BA": "Croatian (Bosnia & Herzegovina)",
+    "hr-HR": "Croatian (Croatia)",
+    "hsb": "Upper Sorbian",
+    "hsb-DE": "Upper Sorbian (Germany)",
+    "ht": "Haitian",
+    "hu": "Hungarian",
+    "hu-HU": "Hungarian (Hungary)",
+    "hy": "Armenian",
+    "hy-AM": "Armenian (Armenia)",
+    "ia": "Interlingua",
+    "ia-001": "Interlingua (World)",
+    "id": "Indonesian",
+    "id-ID": "Indonesian (Indonesia)",
+    "ie": "Interlingue",
+    "ig": "Igbo",
+    "ig-NG": "Igbo (Nigeria)",
+    "ii": "Sichuan Yi",
+    "ii-CN": "Sichuan Yi (China)",
+    "ik": "Iñupiaq",
+    "ilo": "Iloko",
+    "inh": "Ingush",
+    "io": "Ido",
+    "is": "Icelandic",
+    "is-IS": "Icelandic (Iceland)",
+    "it": "Italian",
+    "it-CH": "Italian (Switzerland)",
+    "it-IT": "Italian (Italy)",
+    "it-SM": "Italian (San Marino)",
+    "it-VA": "Italian (Vatican City)",
+    "iu": "Inuktitut",
+    "iw": "former Hebrew",
+    "ja": "Japanese",
+    "ja-JP": "Japanese (Japan)",
+    "ja-Latn": "Japanese (Latin)",
+    "jam": "Jamaican Patois",
+    "jbo": "Lojban",
+    "jgo": "Ngomba",
+    "jgo-CM": "Ngomba (Cameroon)",
+    "jmc": "Machame",
+    "jmc-TZ": "Machame (Tanzania)",
+    "jv": "Javanese",
+    "jv-ID": "Javanese (Indonesia)",
+    "jv-x-bms": "Banyumasan",
+    "ka": "Georgian",
+    "ka-GE": "Georgian (Georgia)",
+    "kaa": "Karakalpak",
+    "kab": "Kabyle",
+    "kab-DZ": "Kabyle (Algeria)",
+    "kac": "Kachin; Jingpho",
+    "kam": "Kamba",
+    "kam-KE": "Kamba (Kenya)",
+    "kbd": "Kabardian",
+    "kbp": "Kabiye",
+    "kde": "Makonde",
+    "kde-TZ": "Makonde (Tanzania)",
+    "kea": "Kabuverdianu",
+    "kea-CV": "Kabuverdianu (Cape Verde)",
+    "kg": "Kongo",
+    "khq": "Koyra Chiini",
+    "khq-ML": "Koyra Chiini (Mali)",
+    "ki": "Kikuyu",
+    "ki-KE": "Kikuyu (Kenya)",
+    "kj": "Kwanyama",
+    "kk": "Kazakh",
+    "kk-KZ": "Kazakh (Kazakhstan)",
+    "kkj": "Kako",
+    "kkj-CM": "Kako (Cameroon)",
+    "kl": "Kalaallisut",
+    "kl-GL": "Kalaallisut (Greenland)",
+    "kln": "Kalenjin",
+    "kln-KE": "Kalenjin (Kenya)",
+    "km": "Khmer",
+    "km-KH": "Khmer (Cambodia)",
+    "kn": "Kannada",
+    "kn-IN": "Kannada (India)",
+    "ko": "Korean",
+    "ko-KP": "Korean (North Korea)",
+    "ko-KR": "Korean (South Korea)",
+    "koi": "Komi-Permyak",
+    "kok": "Konkani",
+    "kok-IN": "Konkani (India)",
+    "krc": "Karachay-Balkar",
+    "ks": "Kashmiri",
+    "ks-Arab": "Kashmiri (Arabic)",
+    "ks-IN": "Kashmiri (India)",
+    "ksb": "Shambala",
+    "ksb-TZ": "Shambala (Tanzania)",
+    "ksf": "Bafia",
+    "ksf-CM": "Bafia (Cameroon)",
+    "ksh": "Colognian",
+    "ksh-DE": "Colognian (Germany)",
+    "ku": "Kurdish",
+    "ku-TR": "Kurdish (Turkey)",
+    "kv": "Komi",
+    "kw": "Cornish",
+    "kw-GB": "Cornish (United Kingdom)",
+    "ky": "Kyrgyz",
+    "ky-KG": "Kyrgyz (Kyrgyzstan)",
+    "la": "Latin",
+    "lad": "Ladino",
+    "lag": "Langi",
+    "lag-TZ": "Langi (Tanzania)",
+    "lb": "Luxembourgish",
+    "lb-LU": "Luxembourgish (Luxembourg)",
+    "lbe": "Lak",
+    "lez": "Lezghian",
+    "lfn": "Lingua Franca Nova",
+    "lg": "Ganda",
+    "lg-UG": "Ganda (Uganda)",
+    "li": "Limburgan",
+    "lij": "Ligurian",
+    "lkt": "Lakota",
+    "lkt-US": "Lakota (United States)",
+    "lmo": "Lombard",
+    "ln": "Lingala",
+    "ln-AO": "Lingala (Angola)",
+    "ln-CD": "Lingala (Congo - Kinshasa)",
+    "ln-CF": "Lingala (Central African Republic)",
+    "ln-CG": "Lingala (Congo - Brazzaville)",
+    "lo": "Lao",
+    "lo-LA": "Lao (Laos)",
+    "lrc": "Northern Luri",
+    "lrc-IQ": "Northern Luri (Iraq)",
+    "lrc-IR": "Northern Luri (Iran)",
+    "lt": "Lithuanian",
+    "lt-LT": "Lithuanian (Lithuania)",
+    "ltg": "Latgalian",
+    "lu": "Luba-Katanga",
+    "lu-CD": "Luba-Katanga (Congo - Kinshasa)",
+    "luo": "Luo (Kenya and Tanzania)",
+    "luo-KE": "Luo (Kenya and Tanzania) (Kenya)",
+    "luy": "Luyia",
+    "luy-KE": "Luyia (Kenya)",
+    "lv": "Latvian",
+    "lv-LV": "Latvian (Latvia)",
+    "lzh": "Literary Chinese",
+    "mai": "Maithili",
+    "mai-IN": "Maithili (India)",
+    "mas": "Masai",
+    "mas-KE": "Masai (Kenya)",
+    "mas-TZ": "Masai (Tanzania)",
+    "mdf": "Moksha",
+    "mer": "Meru",
+    "mer-KE": "Meru (Kenya)",
+    "mfe": "Morisyen",
+    "mfe-MU": "Morisyen (Mauritius)",
+    "mg": "Malagasy",
+    "mg-MG": "Malagasy (Madagascar)",
+    "mgh": "Makhuwa-Meetto",
+    "mgh-MZ": "Makhuwa-Meetto (Mozambique)",
+    "mgo": "Metaʼ",
+    "mgo-CM": "Metaʼ (Cameroon)",
+    "mh": "Marshallese",
+    "mhr": "Eastern Mari",
+    "mi": "Maori",
+    "mi-NZ": "Maori (New Zealand)",
+    "min": "Minangkabau",
+    "mk": "Macedonian",
+    "mk-MK": "Macedonian (North Macedonia)",
+    "ml": "Malayalam",
+    "ml-IN": "Malayalam (India)",
+    "mn": "Mongolian",
+    "mn-MN": "Mongolian (Mongolia)",
+    "mni": "Manipuri",
+    "mni-Beng": "Manipuri (Bangla)",
+    "mni-Beng-IN": "Manipuri (Bangla, India)",
+    "mr": "Marathi",
+    "mr-IN": "Marathi (India)",
+    "mrj": "Western Mari",
+    "ms": "Malay",
+    "ms-BN": "Malay (Brunei)",
+    "ms-ID": "Malay (Indonesia)",
+    "ms-MY": "Malay (Malaysia)",
+    "ms-SG": "Malay (Singapore)",
+    "mt": "Maltese",
+    "mt-MT": "Maltese (Malta)",
+    "mua": "Mundang",
+    "mua-CM": "Mundang (Cameroon)",
+    "mus": "Muscogee",
+    "mwl": "Mirandese",
+    "my": "Burmese",
+    "my-MM": "Burmese (Myanmar (Burma))",
+    "my-x-zawgyi": "Myanmar (Zawgyi)",
+    "myv": "Erzya",
+    "mzn": "Mazanderani",
+    "mzn-IR": "Mazanderani (Iran)",
+    "na": "Nauruan",
+    "nah": "Nahuatl languages",
+    "nan": "Min Nan Chinese",
+    "nap": "Neapolitan",
+    "naq": "Nama",
+    "naq-NA": "Nama (Namibia)",
+    "nb": "Norwegian Bokmål",
+    "nb-NO": "Norwegian Bokmål (Norway)",
+    "nb-SJ": "Norwegian Bokmål (Svalbard & Jan Mayen)",
+    "nd": "North Ndebele",
+    "nd-ZW": "North Ndebele (Zimbabwe)",
+    "nds": "Low German",
+    "nds-DE": "Low German (Germany)",
+    "nds-NL": "Low German (Netherlands)",
+    "nds-nl": "Dutch Low Saxon",
+    "ne": "Nepali",
+    "ne-IN": "Nepali (India)",
+    "ne-NP": "Nepali (Nepal)",
+    "new": "Newari",
+    "ng": "Ndonga",
+    "nl": "Dutch",
+    "nl-AW": "Dutch (Aruba)",
+    "nl-BE": "Dutch (Belgium)",
+    "nl-BQ": "Dutch (Caribbean Netherlands)",
+    "nl-CW": "Dutch (Curaçao)",
+    "nl-NL": "Dutch (Netherlands)",
+    "nl-SR": "Dutch (Suriname)",
+    "nl-SX": "Dutch (Sint Maarten)",
+    "nmg": "Kwasio",
+    "nmg-CM": "Kwasio (Cameroon)",
+    "nn": "Norwegian Nynorsk",
+    "nn-NO": "Norwegian Nynorsk (Norway)",
+    "nnh": "Ngiemboon",
+    "nnh-CM": "Ngiemboon (Cameroon)",
+    "no": "Norwegian",
+    "nov": "Novial",
+    "nrf": "Norman",
+    "ns": "Northern Sotho",
+    "nso": "Pedi; Sepedi; Northern Sotho",
+    "nus": "Nuer",
+    "nus-SS": "Nuer (South Sudan)",
+    "nv": "Navajo",
+    "ny": "Nyanja",
+    "nyn": "Nyankole",
+    "nyn-UG": "Nyankole (Uganda)",
+    "oc": "Occitan (post 1500)",
+    "olo": "Livvi-Karelian",
+    "om": "Oromo",
+    "om-ET": "Oromo (Ethiopia)",
+    "om-KE": "Oromo (Kenya)",
+    "or": "Odia",
+    "or-IN": "Odia (India)",
+    "os": "Ossetic",
+    "os-GE": "Ossetic (Georgia)",
+    "os-RU": "Ossetic (Russia)",
+    "oto": "Otomi",
+    "pa": "Punjabi",
+    "pa-Arab": "Punjabi (Arabic)",
+    "pa-Arab-PK": "Punjabi (Arabic, Pakistan)",
+    "pa-Guru": "Punjabi",
+    "pa-Guru-IN": "Punjabi (India)",
+    "pa-IN": "Punjabi (India)",
+    "pag": "Pangasinan",
+    "pam": "Pampanga",
+    "pap": "Papiamento",
+    "pcd": "Picard",
+    "pcm": "Nigerian Pidgin",
+    "pcm-NG": "Nigerian Pidgin (Nigeria)",
+    "pdc": "Pennsylvania German",
+    "pfl": "Palatine German",
+    "pi": "Pali",
+    "pih": "Norfolk",
+    "pl": "Polish",
+    "pl-PL": "Polish (Poland)",
+    "pms": "Piemontese",
+    "pnb": "Western Panjabi",
+    "pnt": "Pontic Greek",
+    "prg": "Prussian",
+    "prg-001": "Prussian (World)",
+    "ps": "Pashto",
+    "ps-AF": "Pashto (Afghanistan)",
+    "ps-PK": "Pashto (Pakistan)",
+    "pt": "Portuguese",
+    "pt-AO": "Portuguese (Angola)",
+    "pt-BR": "Portuguese (Brazil)",
+    "pt-CH": "Portuguese (Switzerland)",
+    "pt-CV": "Portuguese (Cape Verde)",
+    "pt-GQ": "Portuguese (Equatorial Guinea)",
+    "pt-GW": "Portuguese (Guinea-Bissau)",
+    "pt-LU": "Portuguese (Luxembourg)",
+    "pt-MO": "Portuguese (Macao SAR China)",
+    "pt-MZ": "Portuguese (Mozambique)",
+    "pt-PT": "Portuguese (Portugal)",
+    "pt-ST": "Portuguese (São Tomé & Príncipe)",
+    "pt-TL": "Portuguese (Timor-Leste)",
+    "qu": "Quechua",
+    "qu-BO": "Quechua (Bolivia)",
+    "qu-EC": "Quechua (Ecuador)",
+    "qu-PE": "Quechua (Peru)",
+    "rm": "Romansh",
+    "rm-CH": "Romansh (Switzerland)",
+    "rm-sursilv": "Romansh (Sursilvan idiom, Switzerland)",
+    "rm-vallader": "Romansh (Vallader idiom, Swizterland)",
+    "rmy": "Vlax Romani",
+    "rn": "Rundi",
+    "rn-BI": "Rundi (Burundi)",
+    "ro": "Romanian",
+    "ro-MD": "Romanian (Moldova)",
+    "ro-RO": "Romanian (Romania)",
+    "rof": "Rombo",
+    "rof-TZ": "Rombo (Tanzania)",
+    "ru": "Russian",
+    "ru-BY": "Russian (Belarus)",
+    "ru-KG": "Russian (Kyrgyzstan)",
+    "ru-KZ": "Russian (Kazakhstan)",
+    "ru-Latn": "Russian (Latin)",
+    "ru-MD": "Russian (Moldova)",
+    "ru-RU": "Russian (Russia)",
+    "ru-UA": "Russian (Ukraine)",
+    "rue": "Rusyn",
+    "rup": "Aromanian",
+    "rw": "Kinyarwanda",
+    "rw-RW": "Kinyarwanda (Rwanda)",
+    "rwk": "Rwa",
+    "rwk-TZ": "Rwa (Tanzania)",
+    "sa": "Sanskrit",
+    "sah": "Sakha",
+    "sah-RU": "Sakha (Russia)",
+    "saq": "Samburu",
+    "saq-KE": "Samburu (Kenya)",
+    "sat": "Santali",
+    "sat-Olck": "Santali (Ol Chiki)",
+    "sat-Olck-IN": "Santali (Ol Chiki, India)",
+    "sbp": "Sangu",
+    "sbp-TZ": "Sangu (Tanzania)",
+    "sc": "Sardinian",
+    "scn": "Sicilian",
+    "sco": "Scots",
+    "sd": "Sindhi",
+    "sd-Arab": "Sindhi (Arabic)",
+    "sd-Arab-PK": "Sindhi (Arabic, Pakistan)",
+    "sd-Deva": "Sindhi (Devanagari)",
+    "sd-Deva-IN": "Sindhi (Devanagari, India)",
+    "se": "Northern Sami",
+    "se-FI": "Northern Sami (Finland)",
+    "se-NO": "Northern Sami (Norway)",
+    "se-SE": "Northern Sami (Sweden)",
+    "seh": "Sena",
+    "seh-MZ": "Sena (Mozambique)",
+    "ses": "Koyraboro Senni",
+    "ses-ML": "Koyraboro Senni (Mali)",
+    "sg": "Sango",
+    "sg-CF": "Sango (Central African Republic)",
+    "sgs": "Samogitian",
+    "sh": "Serbo-Croatian",
+    "shi": "Tachelhit",
+    "shi-Latn": "Tachelhit (Latin)",
+    "shi-Latn-MA": "Tachelhit (Latin, Morocco)",
+    "shi-Tfng": "Tachelhit (Tifinagh)",
+    "shi-Tfng-MA": "Tachelhit (Tifinagh, Morocco)",
+    "shn": "Shan",
+    "shp": "Shipibo-Konibo",
+    "si": "Sinhala",
+    "si-LK": "Sinhala (Sri Lanka)",
+    "simple": "en",
+    "sk": "Slovak",
+    "sk-SK": "Slovak (Slovakia)",
+    "sl": "Slovenian",
+    "sl-SI": "Slovenian (Slovenia)",
+    "sm": "San Marino",
+    "smn": "Inari Sami",
+    "smn-FI": "Inari Sami (Finland)",
+    "sn": "Shona",
+    "sn-ZW": "Shona (Zimbabwe)",
+    "so": "Somali",
+    "so-DJ": "Somali (Djibouti)",
+    "so-ET": "Somali (Ethiopia)",
+    "so-KE": "Somali (Kenya)",
+    "so-SO": "Somali (Somalia)",
+    "sq": "Albanian",
+    "sq-AL": "Albanian (Albania)",
+    "sq-MK": "Albanian (North Macedonia)",
+    "sq-XK": "Albanian (Kosovo)",
+    "sr": "Serbian",
+    "sr-Cyrl": "Serbian (Cyrillic)",
+    "sr-Cyrl-BA": "Serbian (Cyrillic, Bosnia & Herzegovina)",
+    "sr-Cyrl-ME": "Serbian (Cyrillic, Montenegro)",
+    "sr-Cyrl-RS": "Serbian (Cyrillic, Serbia)",
+    "sr-Cyrl-XK": "Serbian (Cyrillic, Kosovo)",
+    "sr-Latn": "Serbian (Latin)",
+    "sr-Latn-BA": "Serbian (Latin, Bosnia & Herzegovina)",
+    "sr-Latn-ME": "Serbian (Latin, Montenegro)",
+    "sr-Latn-RS": "Serbian (Latin, Serbia)",
+    "sr-Latn-XK": "Serbian (Latin, Kosovo)",
+    "srn": "Sranan Tongo",
+    "ss": "Swati",
+    "st": "Southern Sotho",
+    "stq": "Saterland Frisian",
+    "su": "Sundanese",
+    "su-Latn": "Sundanese (Latin)",
+    "su-Latn-ID": "Sundanese (Latin, Indonesia)",
+    "sv": "Swedish",
+    "sv-AX": "Swedish (Åland Islands)",
+    "sv-FI": "Swedish (Finland)",
+    "sv-SE": "Swedish (Sweden)",
+    "sw": "Swahili",
+    "sw-CD": "Swahili (Congo - Kinshasa)",
+    "sw-KE": "Swahili (Kenya)",
+    "sw-TZ": "Swahili (Tanzania)",
+    "sw-UG": "Swahili (Uganda)",
+    "syc": "Syriac",
+    "szl": "Silesian",
+    "ta": "Tamil",
+    "ta-IN": "Tamil (India)",
+    "ta-LK": "Tamil (Sri Lanka)",
+    "ta-Latn": "Tamil (Latin script)",
+    "ta-MY": "Tamil (Malaysia)",
+    "ta-SG": "Tamil (Singapore)",
+    "tar": "Raramuri",
+    "tcy": "Tulu",
+    "tdt": "Tetum",
+    "te": "Telugu",
+    "te-IN": "Telugu (India)",
+    "te-Latn": "Telugu (Latin script)",
+    "teo": "Teso",
+    "teo-KE": "Teso (Kenya)",
+    "teo-UG": "Teso (Uganda)",
+    "tg": "Tajik",
+    "tg-TJ": "Tajik (Tajikistan)",
+    "th": "Thai",
+    "th-TH": "Thai (Thailand)",
+    "ti": "Tigrinya",
+    "ti-ER": "Tigrinya (Eritrea)",
+    "ti-ET": "Tigrinya (Ethiopia)",
+    "tk": "Turkmen",
+    "tk-TM": "Turkmen (Turkmenistan)",
+    "tl": "Tagalog",
+    "tn": "Tswana",
+    "to": "Tongan",
+    "to-TO": "Tongan (Tonga)",
+    "tpi": "Tok Pisin",
+    "tr": "Turkish",
+    "tr-CY": "Turkish (Cyprus)",
+    "tr-TR": "Turkish (Turkey)",
+    "ts": "Tsonga",
+    "tt": "Tatar",
+    "tt-RU": "Tatar (Russia)",
+    "tum": "Tumbuka",
+    "tw": "Twi",
+    "twq": "Tasawaq",
+    "twq-NE": "Tasawaq (Niger)",
+    "ty": "Tahitian",
+    "tyv": "Tuvinian",
+    "tzm": "Central Atlas Tamazight",
+    "tzm-MA": "Central Atlas Tamazight (Morocco)",
+    "udm": "Udmurt",
+    "ug": "Uyghur",
+    "ug-CN": "Uyghur (China)",
+    "uk": "Ukrainian",
+    "uk-UA": "Ukrainian (Ukraine)",
+    "und": "Unknown language",
+    "ur": "Urdu",
+    "ur-IN": "Urdu (India)",
+    "ur-Latn": "Urdu (Latin script)",
+    "ur-PK": "Urdu (Pakistan)",
+    "uz": "Uzbek",
+    "uz-Arab": "Uzbek (Arabic)",
+    "uz-Arab-AF": "Uzbek (Arabic, Afghanistan)",
+    "uz-Cyrl": "Uzbek (Cyrillic)",
+    "uz-Cyrl-UZ": "Uzbek (Cyrillic, Uzbekistan)",
+    "uz-Latn": "Uzbek (Latin)",
+    "uz-Latn-UZ": "Uzbek (Latin, Uzbekistan)",
+    "vai": "Vai",
+    "vai-Latn": "Vai (Latin)",
+    "vai-Latn-LR": "Vai (Latin, Liberia)",
+    "vai-Vaii": "Vai (Vai)",
+    "vai-Vaii-LR": "Vai (Vai, Liberia)",
+    "ve": "Venda",
+    "vec": "Venetian",
+    "vep": "Veps",
+    "vi": "Vietnamese",
+    "vi-VN": "Vietnamese (Vietnam)",
+    "vls": "Vlaams",
+    "vo": "Volapük",
+    "vo-001": "Volapük (World)",
+    "vot": "Votic",
+    "vro": "Võro",
+    "vun": "Vunjo",
+    "vun-TZ": "Vunjo (Tanzania)",
+    "wa": "Walloon",
+    "wae": "Walser",
+    "wae-CH": "Walser (Switzerland)",
+    "war": "Waray (Philippines)",
+    "wo": "Wolof",
+    "wo-SN": "Wolof (Senegal)",
+    "wuu": "Wu Chinese",
+    "xal": "Kalmyk",
+    "xh": "Xhosa",
+    "xh-ZA": "Xhosa (South Africa)",
+    "xmf": "Mingrelian",
+    "xog": "Soga",
+    "xog-UG": "Soga (Uganda)",
+    "yav": "Yangben",
+    "yav-CM": "Yangben (Cameroon)",
+    "yi": "Yiddish",
+    "yi-001": "Yiddish (World)",
+    "yo": "Yoruba",
+    "yo-BJ": "Yoruba (Benin)",
+    "yo-NG": "Yoruba (Nigeria)",
+    "yue": "Cantonese",
+    "yue-Hans": "Cantonese (Simplified)",
+    "yue-Hans-CN": "Cantonese (Simplified, China)",
+    "yue-Hant": "Cantonese (Traditional)",
+    "yue-Hant-HK": "Cantonese (Traditional, Hong Kong SAR China)",
+    "za": "Zhuang",
+    "zea": "Zeeuws",
+    "zgh": "Standard Moroccan Tamazight",
+    "zgh-MA": "Standard Moroccan Tamazight (Morocco)",
+    "zh": "Chinese",
+    "zh-CN": "Chinese (Mandarin, China)",
+    "zh-HK": "Cantonese (Hong Kong)",
+    "zh-Hans": "Chinese (Simplified)",
+    "zh-Hans-CN": "Chinese (Simplified, China)",
+    "zh-Hans-HK": "Chinese (Simplified, Hong Kong SAR China)",
+    "zh-Hans-MO": "Chinese (Simplified, Macao SAR China)",
+    "zh-Hans-SG": "Chinese (Simplified, Singapore)",
+    "zh-Hant": "Chinese (Traditional)",
+    "zh-Hant-HK": "Chinese (Traditional, Hong Kong SAR China)",
+    "zh-Hant-MO": "Chinese (Traditional, Macao SAR China)",
+    "zh-Hant-TW": "Chinese (Traditional, Taiwan)",
+    "zh-Latn": "Chinese (Latin)",
+    "zh-TW": "Chinese (Mandarin, Taiwan)",
+    "zu": "Zulu",
+    "zu-ZA": "Zulu (South Africa)",
+    "zza": "Zaza"
+}