README.md

---
language:
  - multilingual
license: apache-2.0
author: DarkPs
library_name: transformers
tags:
  - ice-012-audio
  - text-to-voice
  - voice-to-voice
pipeline_tag: text-to-speech
---

<div align="center">

# ❄️ ICE-012 Audio

### Multilingual Text-to-Speech & Voice Cloning

<p align="center">
  <img src="assets/logo.jpg" width="280" alt="IceAudio">
</p>

**[DarkPs on Hugging Face](https://huggingface.co/darkps)** · **[dark.ps](https://dark.ps)**

</div>

![ICE-012 Audio](assets/ice012_cover.png)

ICE-012 Audio is a multilingual text-to-speech model with streaming output and voice-cloning support. The supplied source documentation defines **400+ accepted language names/variants mapped to 654 unique IDs**.

## Highlights

| Capability | Details |
|---|---|
| Multilingual | 400+ accepted language names / variants |
| Language IDs | 654 unique IDs |
| Text to Speech | Streaming output |
| Voice Cloning | Reference-audio based cloning |
| Voice controls | Gender, age, pitch, accent, style, speed |
| License | Apache-2.0 |

## Language Coverage

![ICE-012 Audio language coverage statistics](assets/language_stats.png)

The source mapping includes dialect aliases, regional variants, minority/local languages, and duplicate IDs where they occur in the original source DarkPs.

## Media

### Model Preview

<video controls width="100%">
  <source src="https://huggingface.co/darkps/ice-012-audio/resolve/main/assets/ice012_logo.mp4" type="video/mp4">
</video>

### Test Audio

The four WAV files in [`test/`](test/) are repository test samples.

- [Sample 01](test/MrBest.mp3)
- [Sample 02](test/Molham.mp3)
- [Sample 03](test/oshasalah.mp3)
- [Sample 04](test/Wissam.mp3)

> These WAV files are test assets included for repository/media validation; they are not claimed here as generated model outputs.

## Usage Guide

## Tools

| File | Description |
|------|-------------|
| `01_download_model.py` | Download and verify the model checkpoint |
| `02_stream_tts.py` | Text-to-speech with streaming output |
| `03_stream_voice_clone.py` | Voice cloning from a reference audio file |

---

## 01 — Download Model

```bash
python 01_download_model.py --output ./ice-012-Audio
```

| Argument | Default | Description |
|----------|---------|-------------|
| `--output` | `./ice-012-Audio` | Directory to save the model |

---

## 02 — Text to Speech

```bash
python 02_stream_tts.py --language "arabic" --gender female --style "young adult" --speed 1.0 --output out.wav
python 02_stream_tts.py --text-file input.txt --language "en" --gender male --style "elderly, low pitch"
python 02_stream_tts.py --language "egyptian lahgtna" --gender female --auto-voice
```

| Argument | Default | Description |
|----------|---------|-------------|
| `--model` | `./ice-012-Audio` | Path to model directory |
| `--output` | `tts_stream.wav` | Output WAV file |
| `--text-file` | — | Read text from file (overrides TEXT constant) |
| `--language` | `Arabic` | Language name or 2–3 letter ID (see full list below) |
| `--gender` | — | `male` or `female` |
| `--style` | — | Age, pitch, accent — comma-separated (see options below) |
| `--speed` | `1.0` | Speed multiplier |
| `--auto-voice` | off | Let model choose voice automatically, ignores `--gender` and `--style` |

---

## 03 — Voice Clone

```bash
python 03_stream_voice_clone.py --reference ref.wav --output clone.wav
python 03_stream_voice_clone.py --reference ref.wav --text-file input.txt --reference-text "transcript"
```

| Argument | Default | Description |
|----------|---------|-------------|
| `--model` | `./ice-012-Audio` | Path to model directory |
| `--reference` | required | Reference audio file (WAV) |
| `--output` | `clone_stream.wav` | Output WAV file |
| `--text-file` | — | Read text from file (overrides TEXT constant) |
| `--reference-text` | — | Transcript of the reference audio (improves quality) |
| `--speed` | `1.0` | Speed multiplier |

> Use only audio you own or have explicit permission to process.

---

## Voice Options

### Gender

| Value | Description |
|-------|-------------|
| `male` | Male voice |
| `female` | Female voice |

### Age (`--style`)

| Value | Description |
|-------|-------------|
| `child` | Child voice (~5–10) |
| `teenager` | Teen voice (~13–17) |
| `young adult` | 20s–30s |
| `middle-aged` | 40s–50s |
| `elderly` | 60+ |

### Pitch (`--style`)

| Value | Description |
|-------|-------------|
| `very low pitch` | Deepest |
| `low pitch` | |
| `moderate pitch` | Neutral / default |
| `high pitch` | |
| `very high pitch` | Highest |

### Style (`--style`)

| Value | Description |
|-------|-------------|
| `whisper` | Whispered voice |

### Accent (`--style`)

| Value |
|-------|
| `american accent` |
| `british accent` |
| `australian accent` |
| `canadian accent` |
| `indian accent` |
| `chinese accent` |
| `japanese accent` |
| `korean accent` |
| `russian accent` |
| `portuguese accent` |

### Speed (`--speed`)

| Value | Description |
|-------|-------------|
| `0.5` | Half speed |
| `1.0` | Normal (default) |
| `1.5` | 1.5× |
| `2.0` | Double speed |

### Combining options

`--style` accepts a comma-separated list:

```bash
--gender female --style "young adult, high pitch"
--gender male   --style "elderly, low pitch"
--gender female --style "teenager, british accent"
--gender male   --style "middle-aged, american accent, moderate pitch"
```

---

## Language Parameter

The `--language` argument accepts **two formats** — both produce identical results:

| Format | Example | Notes |
|--------|---------|-------|
| Full name | `"palestinian lahgtna"` | Case-insensitive |
| Short ID | `"ps"` | 2–3 letter code |

If the value is not recognised, the model falls back to language-agnostic mode and prints a warning — it does **not** raise an error.

```python
# These three are identical:
language="palestinian lahgtna"
language="Palestinian Lahgtna"
language="ps"
```

---

## Supported languages, dialects, and variants

The current `modeling_iceAudio.py` defines **400+ accepted language names/variants** in `LANG_NAME_TO_ID`, corresponding to **654 unique IDs**.

The tables below reproduce the source mapping without removing dialects, regional variants, minority languages, or other entries.

> **Source fidelity:** IDs and names are kept exactly as defined by the current Python source. The source contains several duplicate IDs; those entries are preserved rather than silently changed.

### Dialect aliases

| Name | ID |
|---|---|
| Egyptian Lahgtna | `eg` |
| Saudi Lahgtna | `sa` |
| Moroccan Lahgtna | `ma` |
| Bahraini Lahgtna | `bh` |
| Sudanese Lahgtna | `sd` |
| Iraqi Lahgtna | `iq` |
| Lebanese Lahgtna | `lb` |
| Syrian Lahgtna | `sy` |
| Libyan Lahgtna | `ly` |
| Palestinian Lahgtna | `ps` |
| Tunisian Lahgtna | `tn` |
| Algerian Lahgtna | `dz` |
| Yemeni Lahgtna | `ye` |

### Complete `LANG_NAME_TO_ID` mapping

| # | Display name | Accepted language name | ID |
|---:|---|---|---|
| 1 | Egyptian Lahgtna | `egyptian lahgtna` | `eg` |
| 2 | Saudi Lahgtna | `saudi lahgtna` | `sa` |
| 3 | Moroccan Lahgtna | `moroccan lahgtna` | `ma` |
| 4 | Bahraini Lahgtna | `bahraini lahgtna` | `bh` |
| 5 | Sudanese Lahgtna | `sudanese lahgtna` | `sd` |
| 6 | Iraqi Lahgtna | `iraqi lahgtna` | `iq` |
| 7 | Lebanese Lahgtna | `lebanese lahgtna` | `lb` |
| 8 | Syrian Lahgtna | `syrian lahgtna` | `sy` |
| 9 | Libyan Lahgtna | `libyan lahgtna` | `ly` |
| 10 | Palestinian Lahgtna | `palestinian lahgtna` | `ps` |
| 11 | Tunisian Lahgtna | `tunisian lahgtna` | `tn` |
| 12 | Algerian Lahgtna | `algerian lahgtna` | `dz` |
| 13 | Yemeni Lahgtna | `yemeni lahgtna` | `ye` |
| 14 | Abadi | `abadi` | `kbt` |
| 15 | Abkhazian | `abkhazian` | `ab` |
| 16 | Abron | `abron` | `abr` |
| 17 | Abua | `abua` | `abn` |
| 18 | Adamawa Fulfulde | `adamawa fulfulde` | `fub` |
| 19 | Adyghe | `adyghe` | `ady` |
| 20 | Afade | `afade` | `aal` |
| 21 | Afrikaans | `afrikaans` | `af` |
| 22 | Agwagwune | `agwagwune` | `yay` |
| 23 | Aja (Benin) | `aja (benin)` | `ajg` |
| 24 | Akebu | `akebu` | `keu` |
| 25 | Alago | `alago` | `ala` |
| 26 | Albanian | `albanian` | `sq` |
| 27 | Algerian Arabic | `algerian arabic` | `arq` |
| 28 | Algerian Saharan Arabic | `algerian saharan arabic` | `aao` |
| 29 | Ambo-Pasco Quechua | `ambo-pasco quechua` | `qva` |
| 30 | Ambonese Malay | `ambonese malay` | `abs` |
| 31 | Amdo Tibetan | `amdo tibetan` | `adx` |
| 32 | Amharic | `amharic` | `am` |
| 33 | Anaang | `anaang` | `anw` |
| 34 | Angika | `angika` | `anp` |
| 35 | Antankarana Malagasy | `antankarana malagasy` | `xmv` |
| 36 | Aragonese | `aragonese` | `an` |
| 37 | Arbëreshë Albanian | `arbëreshë albanian` | `aae` |
| 38 | Arequipa-La Unión Quechua | `arequipa-la unión quechua` | `qxu` |
| 39 | Armenian | `armenian` | `hy` |
| 40 | Ashe | `ashe` | `ahs` |
| 41 | Ashéninka Perené | `ashéninka perené` | `prq` |
| 42 | Askopan | `askopan` | `eiv` |
| 43 | Assamese | `assamese` | `as` |
| 44 | Asturian | `asturian` | `ast` |
| 45 | Atayal | `atayal` | `tay` |
| 46 | Awak | `awak` | `awo` |
| 47 | Ayacucho Quechua | `ayacucho quechua` | `quy` |
| 48 | Azerbaijani | `azerbaijani` | `az` |
| 49 | Baatonum | `baatonum` | `bba` |
| 50 | Bacama | `bacama` | `bcy` |
| 51 | Bade | `bade` | `bde` |
| 52 | Bafia | `bafia` | `ksf` |
| 53 | Bafut | `bafut` | `bfd` |
| 54 | Bagirmi Fulfulde | `bagirmi fulfulde` | `fui` |
| 55 | Bago-Kusuntu | `bago-kusuntu` | `bqg` |
| 56 | Baharna Arabic | `baharna arabic` | `abv` |
| 57 | Bakoko | `bakoko` | `bkh` |
| 58 | Balanta-Ganja | `balanta-ganja` | `bjt` |
| 59 | Balti | `balti` | `bft` |
| 60 | Bamenyam | `bamenyam` | `bce` |
| 61 | Bamun | `bamun` | `bax` |
| 62 | Bangwinji | `bangwinji` | `bsj` |
| 63 | Banjar | `banjar` | `bjn` |
| 64 | Bankon | `bankon` | `abb` |
| 65 | Baoulé | `baoulé` | `bci` |
| 66 | Bara Malagasy | `bara malagasy` | `bhr` |
| 67 | Barok | `barok` | `bjk` |
| 68 | Basa (Cameroon) | `basa (cameroon)` | `bas` |
| 69 | Basa (Nigeria) | `basa (nigeria)` | `bzw` |
| 70 | Bashkir | `bashkir` | `ba` |
| 71 | Basque | `basque` | `eu` |
| 72 | Batak Mandailing | `batak mandailing` | `btm` |
| 73 | Batanga | `batanga` | `bnm` |
| 74 | Bateri | `bateri` | `btv` |
| 75 | Bats | `bats` | `bbl` |
| 76 | Bayot | `bayot` | `bda` |
| 77 | Bebele | `bebele` | `beb` |
| 78 | Belarusian | `belarusian` | `be` |
| 79 | Bengali | `bengali` | `bn` |
| 80 | Betawi | `betawi` | `bew` |
| 81 | Bhili | `bhili` | `bhb` |
| 82 | Bhojpuri | `bhojpuri` | `bho` |
| 83 | Bilur | `bilur` | `bxf` |
| 84 | Bima | `bima` | `bhp` |
| 85 | Bodo | `bodo` | `brx` |
| 86 | Boghom | `boghom` | `bux` |
| 87 | Bokyi | `bokyi` | `bky` |
| 88 | Bomu | `bomu` | `bmq` |
| 89 | Bondei | `bondei` | `bou` |
| 90 | Borgu Fulfulde | `borgu fulfulde` | `fue` |
| 91 | Bosnian | `bosnian` | `bs` |
| 92 | Brahui | `brahui` | `brh` |
| 93 | Braj | `braj` | `bra` |
| 94 | Breton | `breton` | `br` |
| 95 | Buduma | `buduma` | `bdm` |
| 96 | Buginese | `buginese` | `bug` |
| 97 | Bukharic | `bukharic` | `bhh` |
| 98 | Bulgarian | `bulgarian` | `bg` |
| 99 | Bulu (Cameroon) | `bulu (cameroon)` | `bum` |
| 100 | Bundeli | `bundeli` | `bns` |
| 101 | Bunun | `bunun` | `bnn` |
| 102 | Bura-Pabir | `bura-pabir` | `bwr` |
| 103 | Burak | `burak` | `bys` |
| 104 | Burmese | `burmese` | `my` |
| 105 | Burushaski | `burushaski` | `bsk` |
| 106 | Cacaloxtepec Mixtec | `cacaloxtepec mixtec` | `miu` |
| 107 | Cajatambo North Lima Quechua | `cajatambo north lima quechua` | `qvl` |
| 108 | Cakfem-Mushere | `cakfem-mushere` | `cky` |
| 109 | Cameroon Pidgin | `cameroon pidgin` | `wes` |
| 110 | Campidanese Sardinian | `campidanese sardinian` | `sro` |
| 111 | Cantonese | `cantonese` | `yue` |
| 112 | Catalan | `catalan` | `ca` |
| 113 | Cebuano | `cebuano` | `ceb` |
| 114 | Cen | `cen` | `cen` |
| 115 | Central Kurdish | `central kurdish` | `ckb` |
| 116 | Central Nahuatl | `central nahuatl` | `nhn` |
| 117 | Central Pame | `central pame` | `pbs` |
| 118 | Central Pashto | `central pashto` | `pst` |
| 119 | Central Puebla Nahuatl | `central puebla nahuatl` | `ncx` |
| 120 | Central Tarahumara | `central tarahumara` | `tar` |
| 121 | Central Yupik | `central yupik` | `esu` |
| 122 | Central-Eastern Niger Fulfulde | `central-eastern niger fulfulde` | `fuq` |
| 123 | Chadian Arabic | `chadian arabic` | `shu` |
| 124 | Chichewa | `chichewa` | `ny` |
| 125 | Chichicapan Zapotec | `chichicapan zapotec` | `zpv` |
| 126 | Chiga | `chiga` | `cgg` |
| 127 | Chimalapa Zoque | `chimalapa zoque` | `zoh` |
| 128 | Chimborazo Highland Quichua | `chimborazo highland quichua` | `qug` |
| 129 | Chinese | `chinese` | `zh` |
| 130 | Chiquián Ancash Quechua | `chiquián ancash quechua` | `qxa` |
| 131 | Chitwania Tharu | `chitwania tharu` | `the` |
| 132 | Chokwe | `chokwe` | `cjk` |
| 133 | Chuvash | `chuvash` | `cv` |
| 134 | Cibak | `cibak` | `ckl` |
| 135 | Coastal Konjo | `coastal konjo` | `kjc` |
| 136 | Copainalá Zoque | `copainalá zoque` | `zoc` |
| 137 | Cornish | `cornish` | `kw` |
| 138 | Corongo Ancash Quechua | `corongo ancash quechua` | `qwa` |
| 139 | Croatian | `croatian` | `hr` |
| 140 | Cross River Mbembe | `cross river mbembe` | `mfn` |
| 141 | Cuyamecalco Mixtec | `cuyamecalco mixtec` | `xtu` |
| 142 | Czech | `czech` | `cs` |
| 143 | Dadiya | `dadiya` | `dbd` |
| 144 | Dagbani | `dagbani` | `dag` |
| 145 | Dameli | `dameli` | `dml` |
| 146 | Danish | `danish` | `da` |
| 147 | Dargwa | `dargwa` | `dar` |
| 148 | Dazaga | `dazaga` | `dzg` |
| 149 | Deccan | `deccan` | `dcc` |
| 150 | Degema | `degema` | `deg` |
| 151 | Dera (Nigeria) | `dera (nigeria)` | `kna` |
| 152 | Dghwede | `dghwede` | `dgh` |
| 153 | Dhatki | `dhatki` | `mki` |
| 154 | Dhivehi | `dhivehi` | `dv` |
| 155 | Dhofari Arabic | `dhofari arabic` | `adf` |
| 156 | Dijim-Bwilim | `dijim-bwilim` | `cfa` |
| 157 | Dogri | `dogri` | `dgo` |
| 158 | Domaaki | `domaaki` | `dmk` |
| 159 | Dotyali | `dotyali` | `dty` |
| 160 | Duala | `duala` | `dua` |
| 161 | Dutch | `dutch` | `nl` |
| 162 | Dũya | `dũya` | `ldb` |
| 163 | Dyula | `dyula` | `dyu` |
| 164 | Eastern Balochi | `eastern balochi` | `bgp` |
| 165 | Eastern Bolivian Guaraní | `eastern bolivian guaraní` | `gui` |
| 166 | Eastern Egyptian Bedawi Arabic | `eastern egyptian bedawi arabic` | `avl` |
| 167 | Eastern Krahn | `eastern krahn` | `kqo` |
| 168 | Eastern Mari | `eastern mari` | `mhr` |
| 169 | Eastern Yiddish | `eastern yiddish` | `ydd` |
| 170 | Ebrié | `ebrié` | `ebr` |
| 171 | Eggon | `eggon` | `ego` |
| 172 | Egyptian Arabic | `egyptian arabic` | `arz` |
| 173 | Ejagham | `ejagham` | `etu` |
| 174 | Eleme | `eleme` | `elm` |
| 175 | Eloyi | `eloyi` | `afo` |
| 176 | Embu | `embu` | `ebu` |
| 177 | English | `english` | `en` |
| 178 | Erzya | `erzya` | `myv` |
| 179 | Esan | `esan` | `ish` |
| 180 | Esperanto | `esperanto` | `eo` |
| 181 | Estonian | `estonian` | `et` |
| 182 | Eton (Cameroon) | `eton (cameroon)` | `eto` |
| 183 | Ewondo | `ewondo` | `ewo` |
| 184 | Extremaduran | `extremaduran` | `ext` |
| 185 | Fang (Equatorial Guinea) | `fang (equatorial guinea)` | `fan` |
| 186 | Fanti | `fanti` | `fat` |
| 187 | Farefare | `farefare` | `gur` |
| 188 | Fe'fe' | `fe'fe'` | `fmp` |
| 189 | Filipino | `filipino` | `fil` |
| 190 | Filomena Mata-Coahuitlán Totonac | `filomena mata-coahuitlán totonac` | `tlp` |
| 191 | Finnish | `finnish` | `fi` |
| 192 | Fipa | `fipa` | `fip` |
| 193 | French | `french` | `fr` |
| 194 | Fulah | `fulah` | `ff` |
| 195 | Galician | `galician` | `gl` |
| 196 | Gambian Wolof | `gambian wolof` | `wof` |
| 197 | Ganda | `ganda` | `lg` |
| 198 | Garhwali | `garhwali` | `gbm` |
| 199 | Gawar-Bati | `gawar-bati` | `gwt` |
| 200 | Gawri | `gawri` | `gwc` |
| 201 | Gbagyi | `gbagyi` | `gbr` |
| 202 | Gbari | `gbari` | `gby` |
| 203 | Geji | `geji` | `gyz` |
| 204 | Gen | `gen` | `gej` |
| 205 | Georgian | `georgian` | `ka` |
| 206 | German | `german` | `de` |
| 207 | Geser-Gorom | `geser-gorom` | `ges` |
| 208 | Gheg Albanian | `gheg albanian` | `aln` |
| 209 | Ghomálá' | `ghomálá'` | `bbj` |
| 210 | Gidar | `gidar` | `gid` |
| 211 | Glavda | `glavda` | `glw` |
| 212 | Goan Konkani | `goan konkani` | `gom` |
| 213 | Goaria | `goaria` | `gig` |
| 214 | Goemai | `goemai` | `ank` |
| 215 | Gola | `gola` | `gol` |
| 216 | Greek | `greek` | `el` |
| 217 | Guarani | `guarani` | `gn` |
| 218 | Guduf-Gava | `guduf-gava` | `gdf` |
| 219 | Guerrero Amuzgo | `guerrero amuzgo` | `amu` |
| 220 | Gujarati | `gujarati` | `gu` |
| 221 | Gujari | `gujari` | `gju` |
| 222 | Gulf Arabic | `gulf arabic` | `afb` |
| 223 | Gurgula | `gurgula` | `ggg` |
| 224 | Gusii | `gusii` | `guz` |
| 225 | Gusilay | `gusilay` | `gsl` |
| 226 | Gweno | `gweno` | `gwe` |
| 227 | Güilá Zapotec | `güilá zapotec` | `ztu` |
| 228 | Hadothi | `hadothi` | `hoj` |
| 229 | Hahon | `hahon` | `hah` |
| 230 | Haitian | `haitian` | `ht` |
| 231 | Hakha Chin | `hakha chin` | `cnh` |
| 232 | Hakö | `hakö` | `hao` |
| 233 | Halia | `halia` | `hla` |
| 234 | Hausa | `hausa` | `ha` |
| 235 | Hawaiian | `hawaiian` | `haw` |
| 236 | Hazaragi | `hazaragi` | `haz` |
| 237 | Hebrew | `hebrew` | `he` |
| 238 | Hemba | `hemba` | `hem` |
| 239 | Herero | `herero` | `hz` |
| 240 | Highland Konjo | `highland konjo` | `kjk` |
| 241 | Hijazi Arabic | `hijazi arabic` | `acw` |
| 242 | Hindi | `hindi` | `hi` |
| 243 | Huarijio | `huarijio` | `var` |
| 244 | Huautla Mazatec | `huautla mazatec` | `mau` |
| 245 | Huaxcaleca Nahuatl | `huaxcaleca nahuatl` | `nhq` |
| 246 | Huba | `huba` | `hbb` |
| 247 | Huitepec Mixtec | `huitepec mixtec` | `mxs` |
| 248 | Hula | `hula` | `hul` |
| 249 | Hungarian | `hungarian` | `hu` |
| 250 | Hunjara-Kaina Ke | `hunjara-kaina ke` | `hkk` |
| 251 | Hwana | `hwana` | `hwo` |
| 252 | Ibibio | `ibibio` | `ibb` |
| 253 | Icelandic | `icelandic` | `is` |
| 254 | Idakho-Isukha-Tiriki | `idakho-isukha-tiriki` | `ida` |
| 255 | Idoma | `idoma` | `idu` |
| 256 | Igbo | `igbo` | `ig` |
| 257 | Igo | `igo` | `ahl` |
| 258 | Ikposo | `ikposo` | `kpo` |
| 259 | Ikwere | `ikwere` | `ikw` |
| 260 | Imbabura Highland Quichua | `imbabura highland quichua` | `qvi` |
| 261 | Indonesian | `indonesian` | `id` |
| 262 | Indus Kohistani | `indus kohistani` | `mvy` |
| 263 | Interlingua (International Auxiliary Language Association) | `interlingua (international auxiliary language association)` | `ia` |
| 264 | Inupiaq | `inupiaq` | `ik` |
| 265 | Irish | `irish` | `ga` |
| 266 | Iron Ossetic | `iron ossetic` | `os` |
| 267 | Isekiri | `isekiri` | `its` |
| 268 | Isoko | `isoko` | `iso` |
| 269 | Italian | `italian` | `it` |
| 270 | Ito | `ito` | `itw` |
| 271 | Itzá | `itzá` | `itz` |
| 272 | Ixtayutla Mixtec | `ixtayutla mixtec` | `vmj` |
| 273 | Izon | `izon` | `ijc` |
| 274 | Jambi Malay | `jambi malay` | `jax` |
| 275 | Japanese | `japanese` | `ja` |
| 276 | Jaqaru | `jaqaru` | `jqr` |
| 277 | Jauja Wanca Quechua | `jauja wanca quechua` | `qxw` |
| 278 | Jaunsari | `jaunsari` | `jns` |
| 279 | Javanese | `javanese` | `jv` |
| 280 | Jiba | `jiba` | `juo` |
| 281 | Jju | `jju` | `kaj` |
| 282 | Judeo-Moroccan Arabic | `judeo-moroccan arabic` | `aju` |
| 283 | Juxtlahuaca Mixtec | `juxtlahuaca mixtec` | `vmc` |
| 284 | Kabardian | `kabardian` | `kbd` |
| 285 | Kabras | `kabras` | `lkb` |
| 286 | Kabuverdianu | `kabuverdianu` | `kea` |
| 287 | Kabyle | `kabyle` | `kab` |
| 288 | Kachi Koli | `kachi koli` | `gjk` |
| 289 | Kairak | `kairak` | `ckr` |
| 290 | Kalabari | `kalabari` | `ijn` |
| 291 | Kalasha | `kalasha` | `kls` |
| 292 | Kalenjin | `kalenjin` | `kln` |
| 293 | Kalkoti | `kalkoti` | `xka` |
| 294 | Kamba | `kamba` | `kam` |
| 295 | Kamo | `kamo` | `kcq` |
| 296 | Kanauji | `kanauji` | `bjj` |
| 297 | Kanembu | `kanembu` | `kbl` |
| 298 | Kannada | `kannada` | `kn` |
| 299 | Karekare | `karekare` | `kai` |
| 300 | Kashmiri | `kashmiri` | `ks` |
| 301 | Kathoriya Tharu | `kathoriya tharu` | `tkt` |
| 302 | Kati | `kati` | `bsh` |
| 303 | Kazakh | `kazakh` | `kk` |
| 304 | Keiyo | `keiyo` | `eyo` |
| 305 | Khams Tibetan | `khams tibetan` | `khg` |
| 306 | Khana | `khana` | `ogo` |
| 307 | Khetrani | `khetrani` | `xhe` |
| 308 | Khmer | `khmer` | `km` |
| 309 | Khowar | `khowar` | `khw` |
| 310 | Kinga | `kinga` | `zga` |
| 311 | Kinnauri | `kinnauri` | `kfk` |
| 312 | Kinyarwanda | `kinyarwanda` | `rw` |
| 313 | Kirghiz | `kirghiz` | `ky` |
| 314 | Kirya-Konzəl | `kirya-konzəl` | `fkk` |
| 315 | Kochila Tharu | `kochila tharu` | `thq` |
| 316 | Kohistani Shina | `kohistani shina` | `plk` |
| 317 | Kohumono | `kohumono` | `bcs` |
| 318 | Kok Borok | `kok borok` | `trp` |
| 319 | Kol (Papua New Guinea) | `kol (papua new guinea)` | `kol` |
| 320 | Kom (Cameroon) | `kom (cameroon)` | `bkm` |
| 321 | Koma | `koma` | `kmy` |
| 322 | Konkani | `konkani` | `knn` |
| 323 | Konzo | `konzo` | `koo` |
| 324 | Korean | `korean` | `ko` |
| 325 | Korwa | `korwa` | `kfp` |
| 326 | Kota (India) | `kota (india)` | `kfe` |
| 327 | Koti | `koti` | `eko` |
| 328 | Kuanua | `kuanua` | `ksd` |
| 329 | Kuanyama | `kuanyama` | `kj` |
| 330 | Kui (India) | `kui (india)` | `uki` |
| 331 | Kulung (Nigeria) | `kulung (nigeria)` | `bbu` |
| 332 | Kuot | `kuot` | `kto` |
| 333 | Kushi | `kushi` | `kuh` |
| 334 | Kwambi | `kwambi` | `kwm` |
| 335 | Kwasio | `kwasio` | `nmg` |
| 336 | Lala-Roba | `lala-roba` | `lla` |
| 337 | Lamang | `lamang` | `hia` |
| 338 | Lao | `lao` | `lo` |
| 339 | Larike-Wakasihu | `larike-wakasihu` | `alo` |
| 340 | Lasi | `lasi` | `lss` |
| 341 | Latgalian | `latgalian` | `ltg` |
| 342 | Latvian | `latvian` | `lv` |
| 343 | Levantine Arabic | `levantine arabic` | `apc` |
| 344 | Liana-Seti | `liana-seti` | `ste` |
| 345 | Liberia Kpelle | `liberia kpelle` | `xpe` |
| 346 | Liberian English | `liberian english` | `lir` |
| 347 | Libyan Arabic | `libyan arabic` | `ayl` |
| 348 | Ligurian | `ligurian` | `lij` |
| 349 | Lijili | `lijili` | `mgi` |
| 350 | Lingala | `lingala` | `ln` |
| 351 | Lithuanian | `lithuanian` | `lt` |
| 352 | Loarki | `loarki` | `lrk` |
| 353 | Logooli | `logooli` | `rag` |
| 354 | Logudorese Sardinian | `logudorese sardinian` | `src` |
| 355 | Loja Highland Quichua | `loja highland quichua` | `qvj` |
| 356 | Loloda | `loloda` | `loa` |
| 357 | Longuda | `longuda` | `lnu` |
| 358 | Loxicha Zapotec | `loxicha zapotec` | `ztp` |
| 359 | Luba-Lulua | `luba-lulua` | `lua` |
| 360 | Luo | `luo` | `luo` |
| 361 | Lushai | `lushai` | `lus` |
| 362 | Luxembourgish | `luxembourgish` | `lb` |
| 363 | Maasina Fulfulde | `maasina fulfulde` | `ffm` |
| 364 | Maba (Chad) | `maba (chad)` | `mde` |
| 365 | Macedo-Romanian | `macedo-romanian` | `rup` |
| 366 | Macedonian | `macedonian` | `mk` |
| 367 | Mada (Cameroon) | `mada (cameroon)` | `mxu` |
| 368 | Mafa | `mafa` | `maf` |
| 369 | Maithili | `maithili` | `mai` |
| 370 | Malay | `malay` | `ms` |
| 371 | Malayalam | `malayalam` | `ml` |
| 372 | Mali | `mali` | `gcc` |
| 373 | Malinaltepec Me'phaa | `malinaltepec me'phaa` | `tcf` |
| 374 | Maltese | `maltese` | `mt` |
| 375 | Mandara | `mandara` | `tbf` |
| 376 | Mandjak | `mandjak` | `mfv` |
| 377 | Manggarai | `manggarai` | `mqy` |
| 378 | Manipuri | `manipuri` | `mni` |
| 379 | Mansoanka | `mansoanka` | `msw` |
| 380 | Manx | `manx` | `gv` |
| 381 | Maori | `maori` | `mi` |
| 382 | Marathi | `marathi` | `mr` |
| 383 | Marghi Central | `marghi central` | `mrt` |
| 384 | Marghi South | `marghi south` | `mfm` |
| 385 | Maria (India) | `maria (india)` | `mrr` |
| 386 | Marwari (Pakistan) | `marwari (pakistan)` | `mve` |
| 387 | Masana | `masana` | `mcn` |
| 388 | Masikoro Malagasy | `masikoro malagasy` | `msh` |
| 389 | Matsés | `matsés` | `mcf` |
| 390 | Mazaltepec Zapotec | `mazaltepec zapotec` | `zpy` |
| 391 | Mazatlán Mazatec | `mazatlán mazatec` | `vmz` |
| 392 | Mazatlán Mixe | `mazatlán mixe` | `mzl` |
| 393 | Mbe | `mbe` | `mfo` |
| 394 | Mbo (Cameroon) | `mbo (cameroon)` | `mbo` |
| 395 | Mbum | `mbum` | `mdd` |
| 396 | Medumba | `medumba` | `byv` |
| 397 | Mekeo | `mekeo` | `mek` |
| 398 | Meru | `meru` | `mer` |
| 399 | Mesopotamian Arabic | `mesopotamian arabic` | `acm` |
| 400 | Mewari | `mewari` | `mtr` |
| 401 | Min Nan Chinese | `min nan chinese` | `nan` |
| 402 | Mingrelian | `mingrelian` | `xmf` |
| 403 | Mitlatongo Mixtec | `mitlatongo mixtec` | `vmm` |
| 404 | Miya | `miya` | `mkf` |
| 405 | Mokpwe | `mokpwe` | `bri` |
| 406 | Moksha | `moksha` | `mdf` |
| 407 | Mom Jango | `mom jango` | `ver` |
| 408 | Mongolian | `mongolian` | `mn` |
| 409 | Moroccan Arabic | `moroccan arabic` | `ary` |
| 410 | Motu | `motu` | `meu` |
| 411 | Mpiemo | `mpiemo` | `mcx` |
| 412 | Mpumpong | `mpumpong` | `mgg` |
| 413 | Mundang | `mundang` | `mua` |
| 414 | Mungaka | `mungaka` | `mhk` |
| 415 | Musey | `musey` | `mse` |
| 416 | Musgu | `musgu` | `mug` |
| 417 | Musi | `musi` | `mui` |
| 418 | Naba | `naba` | `mne` |
| 419 | Najdi Arabic | `najdi arabic` | `ars` |
| 420 | Nalik | `nalik` | `nal` |
| 421 | Nawdm | `nawdm` | `nmz` |
| 422 | Ndonga | `ndonga` | `ng` |
| 423 | Neapolitan | `neapolitan` | `nap` |
| 424 | Nepali | `nepali` | `npi` |
| 425 | Ngamo | `ngamo` | `nbh` |
| 426 | Ngas | `ngas` | `anc` |
| 427 | Ngiemboon | `ngiemboon` | `nnh` |
| 428 | Ngizim | `ngizim` | `ngi` |
| 429 | Ngomba | `ngomba` | `jgo` |
| 430 | Ngombale | `ngombale` | `nla` |
| 431 | Nigerian Fulfulde | `nigerian fulfulde` | `fuv` |
| 432 | Nigerian Pidgin | `nigerian pidgin` | `pcm` |
| 433 | Nimadi | `nimadi` | `noe` |
| 434 | Nobiin | `nobiin` | `fia` |
| 435 | North Mesopotamian Arabic | `north mesopotamian arabic` | `ayp` |
| 436 | North Moluccan Malay | `north moluccan malay` | `max` |
| 437 | Northern Betsimisaraka Malagasy | `northern betsimisaraka malagasy` | `bmm` |
| 438 | Northern Hindko | `northern hindko` | `hno` |
| 439 | Northern Kurdish | `northern kurdish` | `kmr` |
| 440 | Northern Pame | `northern pame` | `pmq` |
| 441 | Northern Pashto | `northern pashto` | `pbu` |
| 442 | Northern Uzbek | `northern uzbek` | `uzn` |
| 443 | Northwest Gbaya | `northwest gbaya` | `gya` |
| 444 | Norwegian | `norwegian` | `no` |
| 445 | Norwegian Bokmål | `norwegian bokmål` | `nb` |
| 446 | Norwegian Nynorsk | `norwegian nynorsk` | `nn` |
| 447 | Notsi | `notsi` | `ncf` |
| 448 | Nyankpa | `nyankpa` | `yes` |
| 449 | Nyungwe | `nyungwe` | `nyu` |
| 450 | Nzanyi | `nzanyi` | `nja` |
| 451 | Nüpode Huitoto | `nüpode huitoto` | `hux` |
| 452 | Occitan | `occitan` | `oc` |
| 453 | Od | `od` | `odk` |
| 454 | Odia | `odia` | `ory` |
| 455 | Odual | `odual` | `odu` |
| 456 | Omani Arabic | `omani arabic` | `acx` |
| 457 | Orizaba Nahuatl | `orizaba nahuatl` | `nlv` |
| 458 | Orma | `orma` | `orc` |
| 459 | Ormuri | `ormuri` | `oru` |
| 460 | Oromo | `oromo` | `om` |
| 461 | Pahari-Potwari | `pahari-potwari` | `phr` |
| 462 | Paiwan | `paiwan` | `pwn` |
| 463 | Panjabi | `panjabi` | `pa` |
| 464 | Papuan Malay | `papuan malay` | `pmy` |
| 465 | Parkari Koli | `parkari koli` | `kvx` |
| 466 | Pedi | `pedi` | `nso` |
| 467 | Pero | `pero` | `pip` |
| 468 | Persian | `persian` | `fa` |
| 469 | Petats | `petats` | `pex` |
| 470 | Phalura | `phalura` | `phl` |
| 471 | Piemontese | `piemontese` | `pms` |
| 472 | Piya-Kwonci | `piya-kwonci` | `piy` |
| 473 | Plateau Malagasy | `plateau malagasy` | `plt` |
| 474 | Polish | `polish` | `pl` |
| 475 | Poqomam | `poqomam` | `poc` |
| 476 | Portuguese | `portuguese` | `pt` |
| 477 | Pulaar | `pulaar` | `fuc` |
| 478 | Pular | `pular` | `fuf` |
| 479 | Puno Quechua | `puno quechua` | `qxp` |
| 480 | Pushto | `pushto` | `ps` |
| 481 | Pökoot | `pökoot` | `pko` |
| 482 | Qaqet | `qaqet` | `byx` |
| 483 | Quiotepec Chinantec | `quiotepec chinantec` | `chq` |
| 484 | Rana Tharu | `rana tharu` | `thr` |
| 485 | Rangi | `rangi` | `lag` |
| 486 | Rapoisi | `rapoisi` | `kyx` |
| 487 | Ratahan | `ratahan` | `rth` |
| 488 | Rayón Zoque | `rayón zoque` | `zor` |
| 489 | Romanian | `romanian` | `ro` |
| 490 | Romansh | `romansh` | `rm` |
| 491 | Rombo | `rombo` | `rof` |
| 492 | Rotokas | `rotokas` | `roo` |
| 493 | Rukai | `rukai` | `dru` |
| 494 | Russian | `russian` | `ru` |
| 495 | Sacapulteco | `sacapulteco` | `quv` |
| 496 | Saidi Arabic | `saidi arabic` | `aec` |
| 497 | Sakalava Malagasy | `sakalava malagasy` | `skg` |
| 498 | Sakizaya | `sakizaya` | `szy` |
| 499 | Saleman | `saleman` | `sau` |
| 500 | Samba Daka | `samba daka` | `ccg` |
| 501 | Samba Leko | `samba leko` | `ndi` |
| 502 | San Felipe Otlaltepec Popoloca | `san felipe otlaltepec popoloca` | `pow` |
| 503 | San Francisco Del Mar Huave | `san francisco del mar huave` | `hue` |
| 504 | San Juan Atzingo Popoloca | `san juan atzingo popoloca` | `poe` |
| 505 | San Martín Itunyoso Triqui | `san martín itunyoso triqui` | `trq` |
| 506 | San Miguel El Grande Mixtec | `san miguel el grande mixtec` | `mig` |
| 507 | Sansi | `sansi` | `ssi` |
| 508 | Sanskrit | `sanskrit` | `sa` |
| 509 | Santa Ana De Tusi Pasco Quechua | `santa ana de tusi pasco quechua` | `qxt` |
| 510 | Santa Catarina Albarradas Zapotec | `santa catarina albarradas zapotec` | `ztn` |
| 511 | Santali | `santali` | `sat` |
| 512 | Santiago del Estero Quichua | `santiago del estero quichua` | `qus` |
| 513 | Saposa | `saposa` | `sps` |
| 514 | Saraiki | `saraiki` | `skr` |
| 515 | Sardinian | `sardinian` | `sc` |
| 516 | Saya | `saya` | `say` |
| 517 | Sediq | `sediq` | `trv` |
| 518 | Serbian | `serbian` | `sr` |
| 519 | Seri | `seri` | `sei` |
| 520 | Shina | `shina` | `scl` |
| 521 | Shona | `shona` | `sn` |
| 522 | Siar-Lak | `siar-lak` | `sjr` |
| 523 | Sibe | `sibe` | `nco` |
| 524 | Sicilian | `sicilian` | `scn` |
| 525 | Sihuas Ancash Quechua | `sihuas ancash quechua` | `qws` |
| 526 | Sikkimese | `sikkimese` | `sip` |
| 527 | Sinaugoro | `sinaugoro` | `snc` |
| 528 | Sindhi | `sindhi` | `sd` |
| 529 | Sindhi Bhil | `sindhi bhil` | `sbn` |
| 530 | Sinhala | `sinhala` | `si` |
| 531 | Sinicahua Mixtec | `sinicahua mixtec` | `xti` |
| 532 | Sipacapense | `sipacapense` | `qum` |
| 533 | Siwai | `siwai` | `siw` |
| 534 | Slovak | `slovak` | `sk` |
| 535 | Slovenian | `slovenian` | `sl` |
| 536 | Solos | `solos` | `sol` |
| 537 | Somali | `somali` | `so` |
| 538 | Soninke | `soninke` | `snk` |
| 539 | South Giziga | `south giziga` | `giz` |
| 540 | South Ucayali Ashéninka | `south ucayali ashéninka` | `cpy` |
| 541 | Southeastern Nochixtlán Mixtec | `southeastern nochixtlán mixtec` | `mxy` |
| 542 | Southern Betsimisaraka Malagasy | `southern betsimisaraka malagasy` | `bzc` |
| 543 | Southern Pashto | `southern pashto` | `pbt` |
| 544 | Southern Pastaza Quechua | `southern pastaza quechua` | `qup` |
| 545 | Soyaltepec Mazatec | `soyaltepec mazatec` | `vmp` |
| 546 | Spanish | `spanish` | `es` |
| 547 | Standard Arabic | `standard arabic` | `arb` |
| 548 | Standard Moroccan Tamazight | `standard moroccan tamazight` | `zgh` |
| 549 | Sudanese Arabic | `sudanese arabic` | `apd` |
| 550 | Sulka | `sulka` | `sua` |
| 551 | Svan | `svan` | `sva` |
| 552 | Swahili | `swahili` | `sw` |
| 553 | Swedish | `swedish` | `sv` |
| 554 | Tae' | `tae'` | `rob` |
| 555 | Tahaggart Tamahaq | `tahaggart tamahaq` | `thv` |
| 556 | Taita | `taita` | `dav` |
| 557 | Tajik | `tajik` | `tg` |
| 558 | Tamil | `tamil` | `ta` |
| 559 | Tandroy-Mahafaly Malagasy | `tandroy-mahafaly malagasy` | `tdx` |
| 560 | Tangale | `tangale` | `tan` |
| 561 | Tanosy Malagasy | `tanosy malagasy` | `txy` |
| 562 | Tarok | `tarok` | `yer` |
| 563 | Tatar | `tatar` | `tt` |
| 564 | Tedaga | `tedaga` | `tuq` |
| 565 | Telugu | `telugu` | `te` |
| 566 | Tem | `tem` | `kdh` |
| 567 | Teop | `teop` | `tio` |
| 568 | Tepeuxila Cuicatec | `tepeuxila cuicatec` | `cux` |
| 569 | Tepinapa Chinantec | `tepinapa chinantec` | `cte` |
| 570 | Tera | `tera` | `ttr` |
| 571 | Terei | `terei` | `buo` |
| 572 | Termanu | `termanu` | `twu` |
| 573 | Tesaka Malagasy | `tesaka malagasy` | `tkg` |
| 574 | Tetelcingo Nahuatl | `tetelcingo nahuatl` | `nhg` |
| 575 | Teutila Cuicatec | `teutila cuicatec` | `cut` |
| 576 | Thai | `thai` | `th` |
| 577 | Tibetan | `tibetan` | `bo` |
| 578 | Tidaá Mixtec | `tidaá mixtec` | `mtx` |
| 579 | Tidore | `tidore` | `tvo` |
| 580 | Tigak | `tigak` | `tgc` |
| 581 | Tigre | `tigre` | `tig` |
| 582 | Tigrinya | `tigrinya` | `ti` |
| 583 | Tilquiapan Zapotec | `tilquiapan zapotec` | `zts` |
| 584 | Tinputz | `tinputz` | `tpz` |
| 585 | Tlacoapa Me'phaa | `tlacoapa me'phaa` | `tpl` |
| 586 | Tlacoatzintepec Chinantec | `tlacoatzintepec chinantec` | `ctl` |
| 587 | Tlingit | `tlingit` | `tli` |
| 588 | Toki Pona | `toki pona` | `tok` |
| 589 | Tomoip | `tomoip` | `tqp` |
| 590 | Tondano | `tondano` | `tdn` |
| 591 | Tonsea | `tonsea` | `txs` |
| 592 | Tooro | `tooro` | `ttj` |
| 593 | Torau | `torau` | `ttu` |
| 594 | Torwali | `torwali` | `trw` |
| 595 | Tsimihety Malagasy | `tsimihety malagasy` | `xmw` |
| 596 | Tsotso | `tsotso` | `lto` |
| 597 | Tswana | `tswana` | `tn` |
| 598 | Tugen | `tugen` | `tuy` |
| 599 | Tuki | `tuki` | `bag` |
| 600 | Tula | `tula` | `tul` |
| 601 | Tulu | `tulu` | `tcy` |
| 602 | Tunen | `tunen` | `tvu` |
| 603 | Tungag | `tungag` | `lcm` |
| 604 | Tunisian Arabic | `tunisian arabic` | `aeb` |
| 605 | Tupuri | `tupuri` | `tui` |
| 606 | Turkana | `turkana` | `tuv` |
| 607 | Turkish | `turkish` | `tr` |
| 608 | Turkmen | `turkmen` | `tk` |
| 609 | Tututepec Mixtec | `tututepec mixtec` | `mtu` |
| 610 | Twi | `twi` | `tw` |
| 611 | Ubaghara | `ubaghara` | `byc` |
| 612 | Uighur | `uighur` | `ug` |
| 613 | Ukrainian | `ukrainian` | `uk` |
| 614 | Umbundu | `umbundu` | `umb` |
| 615 | Upper Sorbian | `upper sorbian` | `hsb` |
| 616 | Urdu | `urdu` | `ur` |
| 617 | Ushojo | `ushojo` | `ush` |
| 618 | Uzbek | `uzbek` | `uz` |
| 619 | Vai | `vai` | `vai` |
| 620 | Vietnamese | `vietnamese` | `vi` |
| 621 | Votic | `votic` | `vot` |
| 622 | Võro | `võro` | `vro` |
| 623 | Waci Gbe | `waci gbe` | `wci` |
| 624 | Wadiyara Koli | `wadiyara koli` | `kxp` |
| 625 | Waja | `waja` | `wja` |
| 626 | Wakhi | `wakhi` | `wbl` |
| 627 | Wanga | `wanga` | `lwg` |
| 628 | Wapan | `wapan` | `juk` |
| 629 | Warji | `warji` | `wji` |
| 630 | Welsh | `welsh` | `cy` |
| 631 | Wemale | `wemale` | `weo` |
| 632 | Western Frisian | `western frisian` | `fy` |
| 633 | Western Highland Purepecha | `western highland purepecha` | `pua` |
| 634 | Western Juxtlahuaca Mixtec | `western juxtlahuaca mixtec` | `jmx` |
| 635 | Western Maninkakan | `western maninkakan` | `mlq` |
| 636 | Western Mari | `western mari` | `mrj` |
| 637 | Western Niger Fulfulde | `western niger fulfulde` | `fuh` |
| 638 | Western Panjabi | `western panjabi` | `pnb` |
| 639 | Wolof | `wolof` | `wo` |
| 640 | Wuzlam | `wuzlam` | `udl` |
| 641 | Xanaguía Zapotec | `xanaguía zapotec` | `ztg` |
| 642 | Xhosa | `xhosa` | `xh` |
| 643 | Yace | `yace` | `ekr` |
| 644 | Yakut | `yakut` | `sah` |
| 645 | Yalahatan | `yalahatan` | `jal` |
| 646 | Yanahuanca Pasco Quechua | `yanahuanca pasco quechua` | `qur` |
| 647 | Yangben | `yangben` | `yav` |
| 648 | Yaqui | `yaqui` | `yaq` |
| 649 | Yauyos Quechua | `yauyos quechua` | `qux` |
| 650 | Yekhee | `yekhee` | `ets` |
| 651 | Yiddish | `yiddish` | `yi` |
| 652 | Yidgha | `yidgha` | `ydg` |
| 653 | Yoruba | `yoruba` | `yo` |
| 654 | Yutanduchi Mixtec | `yutanduchi mixtec` | `mab` |
| 655 | Zacatlán-Ahuacatlán-Tepetzintla Nahuatl | `zacatlán-ahuacatlán-tepetzintla nahuatl` | `nhi` |
| 656 | Zarma | `zarma` | `dje` |
| 657 | Zaza | `zaza` | `zza` |
| 658 | Zulu | `zulu` | `zu` |
| 659 | Ömie | `ömie` | `aom` |

### Duplicate IDs in the source mapping

| ID | Names using that ID |
|---|---|
| `lb` | `lebanese lahgtna`, `luxembourgish` |
| `ps` | `palestinian lahgtna`, `pushto` |
| `sa` | `saudi lahgtna`, `sanskrit` |
| `sd` | `sudanese lahgtna`, `sindhi` |
| `tn` | `tunisian lahgtna`, `tswana` |

### Instruct/style accent tokens defined by the source

These Chinese dialect/region tokens are also accepted by the source's instruct/style logic and are separate from the `language` ID mapping:

- `河南话`
- `陕西话`
- `四川话`
- `贵州话`
- `云南话`
- `桂林话`
- `济南话`
- `石家庄话`
- `甘肃话`
- `宁夏话`
- `青岛话`
- `东北话`

> **Note:** `_resolve_language()` accepts `None`, a recognized ID, or a recognized full name. Unrecognized values fall back to language-agnostic mode according to the current source implementation.


## About organized DarkPs

DarkPs is an AI organization owned by FanuonAI, developing and maintaining open-source AI models such as DarkIT, ICE AI, and DarkCoder.

**Platform:** https://dark.ps