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1
Tunisian Arabic Corpus (tunisiya.org)
text
Text corpora (raw / web / social)
open
Raw reference corpus with a searchable concordance interface. Karen McNeil and Miled Faiza.
http://www.tunisiya.org
README.md
2
CTAB — Corpus of Tunisian Arabizi
text
Text corpora (raw / web / social)
open
Raw, unannotated Arabizi (Latin-script) corpus. Amara et al., 2021. Facebook public-page messages kept as-is, grouped by page/period. Companion to tunisiya.org.
https://zenodo.org/record/4780941
README.md
3
tunisian-derja-unified-raw-corpus
text
Text corpora (raw / web / social)
open
Aggregated raw corpus, ~802,659 text examples (~860k rows). Merges social media, conversational transcripts, chatbot dialogues, and other public Derja datasets; preserves French/English code-switching. Hamza Bouajila, 2025. Seed corpus for the ESPRIT-Derja model.
https://huggingface.co/datasets/hamzabouajila/tunisian-derja-unified-raw-corpus
README.md
4
linagora/Tunisian_Derja_Dataset
text
Text corpora (raw / web / social)
open
Large aggregated Derja LM corpus, ~2.23M rows / 332 MB, cc-by-sa-4.0. Wajdi Ghezaiel and Jean-Pierre Lorré (LINAGORA), 2025. Aggregates 14 sub-corpora (khaled123 Derja-English, TSAC, TunBERT, TunSwitch, TuDiCoI, QADI-TN, MADAR-TN, TA-Segmentation, Tweet_TN, and more). Used to continual-pretrain the Labess LLM.
https://huggingface.co/datasets/linagora/Tunisian_Derja_Dataset
README.md
5
linagora/fineweb2_Tunisian_Arabic
text
Text corpora (raw / web / social)
open
The Tunisian (`aeb`) portion of FineWeb2, ~265k rows. LINAGORA, June 2025. ODC-By v1.0.
https://huggingface.co/datasets/linagora/fineweb2_Tunisian_Arabic
README.md
6
Tunisian_reddit
text
Text corpora (raw / web / social)
open
Raw social-media corpus scraped from r/Tunisia (posts + comments, 2009–2022, two CSVs; scraper scripts included). Uncurated; HF size category 100K–1M rows, ~3.4 GB on disk; no exact row count published (the HF viewer cannot convert it). MIT, uploaded Dec 2023.
https://huggingface.co/datasets/Lime1/Tunisian_reddit
README.md
7
AzizBelaweid/Tunisian_Language_Dataset
text
Text corpora (raw / web / social)
open
**269,773** rows, single `text` column, ~618 MB. Licence tag CC-BY-4.0, but the card body says CC BY-SA 4.0 ("the most restrictive license terms of its components") — the two disagree; assume BY-SA. Mohamed Aziz Belaweid, 2024. Publishes its own `create_data.py` and `preprocess.py`, so the build is reproducible — unusu...
https://huggingface.co/datasets/AzizBelaweid/Tunisian_Language_Dataset
README.md
8
Syrinesmati/tunisian-dialect-corpus
text
Text corpora (raw / web / social)
open
**1,180,174** rows, `text` + `source`, ~208 MB parquet. Apache-2.0, 2026.
https://huggingface.co/datasets/Syrinesmati/tunisian-dialect-corpus
README.md
9
Nehdi/TuniziBigBench
text
Text corpora (raw / web / social)
open
Despite the name, a raw corpus, not an evaluation benchmark: a single TSV of Tunizi (Arabizi) text scraped from 14,000+ Tunisian YouTube videos, HF size category 1M–10M rows, tagged text-classification. Nov 2024; licence creativeml-openrail-m. **[open]** (HuggingFace).
https://huggingface.co/datasets/Nehdi/TuniziBigBench
README.md
10
TSAC — Tunisian Sentiment Analysis Corpus
text
Sentiment analysis
open
Binary sentiment (positive/negative). Medhaffar, Bougares, Estève, Hadrich-Belguith, 2017.
https://github.com/fbougares/TSAC
README.md
11
TUNIZI — Tunisian Arabizi Sentiment Dataset (v1)
text
Sentiment analysis
open
Sentiment on Latin-script (Arabizi) Tunisian. Fourati, Messaoudi, Haddad (iCompass), 2020. The linked repo and its HF mirror hold **3,000** YouTube comments (1,500 positive / 1,500 negative); the iCompass-ai repo's `TUNIZI_V1.txt` is described there as 9,210 sentences — the two "v1" releases differ in size.
https://github.com/chaymafourati/TUNIZI-Sentiment-Analysis-Tunisian-Arabizi-Dataset
README.md
12
TUNIZI v2 — Large Tunisian Arabizi Dataset
text
Sentiment analysis
open
Extended Arabizi sentiment set, ~100k comments (movies, politics, sport…) labeled positive/negative/neutral. iCompass, 2021.
https://aclanthology.org/2021.wanlp-1.25/
README.md
13
arbml/Tunisian_Dialect_Corpus
text
Sentiment analysis
open
Polarity classification (negative/positive), 49,889 rows, Arabic + Arabizi. Aggregated Tunisian tweets/comments.
https://huggingface.co/datasets/arbml/Tunisian_Dialect_Corpus
README.md
14
hedhoud12/TunisianSentimentAnalysis
text
Sentiment analysis
open
Sentiment corpus, ~23,786 rows. Hedi Naouara (LINAGORA), Oct 2024.
https://huggingface.co/datasets/hedhoud12/TunisianSentimentAnalysis
README.md
15
T-HSAB — Tunisian Hate Speech and Abusive Dataset
text
Offensive language, hate speech, sarcasm
open
Three classes: normal / abusive / hate. Haddad, Mulki, Oueslati, 2019 (Springer ICALP proceedings, CCIS 1108, pp. 251–263). 6,024 comments per the repo README (the TEET! paper cites 6,039).
https://github.com/Hala-Mulki/T-HSAB-A-Tunisian-Hate-Speech-and-Abusive-Dataset
README.md
16
TEET! — Tunisian Dataset for Toxic Speech Detection
text
Offensive language, hate speech, sarcasm
paper only
Toxic-speech corpus, ~10,000 comments. Gharbi, Haddad, Kchaou, Arfaoui, 2021. Paper is open; a public data repo was not confirmed.
https://aclanthology.org/2021.winlp-1.2/
README.md
17
HateTune — Tunisian Dialect Hate Speech Detection Dataset
text
Offensive language, hate speech, sarcasm
paywalled
Hate speech in Arabic-script Tunisian: 12k+ comments, Hate/Neutral. Kharrat, Mohamed, Mtimet, Benamor, Fourati (MedTech); ICALP 2024 proceedings, published Feb 2025 (CCIS 2339, pp. 63–73). The abstract calls it "the largest publicly available dataset" for the task; the footnoted data link could not be resolved when che...
https://link.springer.com/chapter/10.1007/978-3-031-79164-2_6
README.md
18
TDMulti — Tunisian Dialect–MSA Multitask Corpus
text
Offensive language, hate speech, sarcasm
paper only
First multitask Tunisian corpus manually aligned with MSA: 3,100 social-media comments, 12,400 labels across **hate speech, sentiment polarity, sarcasm, and topic**, with a context-aware cross-attention BERT model. Torjmen, Haddar, LREC 2026 (pp. 3240–3249).
https://aclanthology.org/2026.lrec-1.254/
README.md
19
MADAR Corpus and Lexicon
text
Dialect identification (text)
open
Multi-dialect parallel corpus + city/country dialect ID (26-way). Bouamor et al., LREC 2018. Includes **Tunis** (Corpus-26/Corpus-6) and **Sfax** in the lexicon.
https://camel.abudhabi.nyu.edu/madar/
README.md
20
NADI — Nuanced Arabic Dialect Identification
text
Dialect identification (text)
open
Country/province-level dialect ID from tweets, annual 2020–2024. Tunisia is one of ~21 covered countries.
https://nadi.dlnlp.ai/
README.md
21
IADD — Integrated Arabic Dialect Identification Dataset
text
Dialect identification (text)
open
Aggregated dialect-ID dataset merging DART, SHAMI, PADIC, AOC, and **TSAC** — so it embeds a Tunisian subset. Jihad Zahir (single author), Data in Brief 40, 2022 (online Dec 2021). 136,317 texts from 9 countries, Tunisia included.
https://github.com/JihadZa/IADD
README.md
22
QADI — QCRI Arabic Dialect Identification
text
Dialect identification (text)
open
Country-level dialect-ID tweets across 18 countries; the Tunisian subset is ~8,879 items (as folded into the LinTO Derja aggregate). QCRI.
https://alt.qcri.org/resources/qadi/
README.md
23
ArapTweet
text
Dialect identification (text)
on request
Large multi-dialect Arabic Twitter corpus for gender, age, and language-variety identification, covering 11 Arab regions including Tunisia. Zaghouani and Charfi, LREC 2018.
https://aclanthology.org/L18-1111/
README.md
24
Multi-Dialect, Multi-Genre Corpus of Informal Written Arabic (LREC 2014)
text
Dialect identification (text)
on request
Cotterell and Callison-Burch. Informal Arabic across five dialect groups including **Maghrebi** (Tunisian-relevant). Paper: LREC 2014, #641 (PDF). **[on request]**.
http://www.lrec-conf.org/proceedings/lrec2014/summaries/641.html
README.md
25
Arabic Dialect Identification shared-task data (LREC 2018)
text
Dialect identification (text)
open
Dialect-ID train/test data under `ArabicSharedTask/`. ⚠️ The repo carries no README or paper reference and its own description reads "test files not a real project" — recorded, not vouched for.
https://github.com/drelhaj/ArabicDialects/tree/master/ArabicSharedTask
README.md
26
PADIC — Parallel Arabic Dialect Corpus
text
Dialect identification (text)
open
Cross-listed. Also usable for dialect ID; one of six dialects is Tunisian. Full details under Machine translation and parallel corpora. **[open]**.
https://smart.loria.fr/corpora/
README.md
27
Sub-dialect identification (within Tunisian)
text
Dialect identification (text)
open
Text and Speech-based Tunisian Arabic Sub-Dialects Identification (LREC 2020) — Ben Abdallah, Kchaou, Bougares. Distinguishes Tunis / Sfax / Sousse / Tataouine. A released benchmark rather than an organized competition. **[open]** (paper).
https://aclanthology.org/2020.lrec-1.787/
README.md
28
TArC — Tunisian Arabish Corpus
text
Treebanks and syntactic resources
open
Multi-layer annotated Arabizi corpus. Gugliotta and Dinarelli; first release 2020, complete release 2022.
https://github.com/eligugliotta/tarc
README.md
29
TTB — Tunisian Treebank + parser
text
Treebanks and syntactic resources
open
Constituency/syntactic treebank and a trained Stanford-parser model. Mekki, Zribi, Ellouze, Belguith, 2020.
https://github.com/AsmaMekki/TA-Parser
README.md
30
TADT — Tunisian Arabic Dependency Treebank (Universal Dependencies)
text
Treebanks and syntactic resources
paper only
The first UD treebank for Tunisian (`aeb`). Amal Aissaoui (CUNY), 2026. 100 sentences / 1,466 tokens of Arabizi social-media text (sampled from CTAB), with UPOS, morphological features, lemmas, and dependency relations. Built by cross-dialect transfer from the Algerian NArabizi treebank + manual correction.
https://universaldependencies.org/udw26/papers/40_Paper.pdf
README.md
31
TA-Segmentation Corpus
text
Treebanks and syntactic resources
open
Sentence-boundary / segmentation annotation with CODA-TA normalization. Mekki et al., 2021. 260,364 words / 33,581 sentences, expert-validated.
https://github.com/AsmaMekki/TA-Segmentation-Corpus
README.md
32
TArC POS layer
text
POS tagging
open
See TArC (repo): POS (Penn Arabic Treebank style) is applied to the *arabizi* tokens — 31,510 of the corpus's 43,327 tokens (the rest are tagged foreign/emotag). **[open]**.
https://github.com/eligugliotta/tarc
README.md
33
POS-tagging of Tunisian Dialect Using Standard Arabic Resources (WANLP 2015)
text
POS tagging
open
Hamdi, Nasr, Habash, Gala. Maps Tunisian to an MSA lattice and tags with an MSA tagger (~89% accuracy). Method paper; no standalone gold TD POS corpus released. **[open]** (paper).
https://aclanthology.org/W15-3207/
README.md
34
Fine-Grained POS Tagging of Spoken Tunisian Dialect (Springer NLDB 2014)
text
POS tagging
paywalled
Boujelbane, Mallek, Ellouze, Hadrich-Belguith. Builds a TD training corpus by converting an MSA corpus via a bilingual lexicon (~78.5% accuracy).
https://link.springer.com/chapter/10.1007/978-3-319-07983-7_9
README.md
35
Intelligent Tunisian Arabic Morphological Analyzer — evaluation corpus
text
Morphology (analyzers and disambiguation)
open
1,000 Tunisian words used to evaluate the Karmani analyzer. Karmani, Soussou, Alimi, AICCSA 2016.
https://github.com/NadiaBMKarmani/Intelligent-Tunisian-Arabic-Morphological-Analyzer-evaluation-corpus
README.md
36
Tunisian-Arabic-Lexical-Dictionary
text
Morphology (analyzers and disambiguation)
open
XML lexicon of the main Tunisian clitics (repo description: "Main TA clitics"). Same author as the analyzer above.
https://github.com/NadiaBMKarmani/Tunisian-Arabic-Lexical-Dictionary
README.md
37
Al-Khalil-TUN — Morphological Analysis of Tunisian Dialect (IJCNLP 2013)
text
Morphology (analyzers and disambiguation)
paper only
Zribi, Ellouze Khemakhem, Hadrich Belguith. Adapts the MSA Al-Khalil analyzer with a Tunisian lexicon of 6,030 roots and 6,092 patterns built from the 27,144-word STAC corpus. No public download of the analyzer or lexicon was found.
https://www.academia.edu/4516863/
README.md
38
Morphological Disambiguation of Tunisian Dialect (J. King Saud Univ., 2017)
text
Morphology (analyzers and disambiguation)
open
Zribi, Ellouze, Hadrich-Belguith, Blache. ML disambiguation over the analyzer output. Journal of King Saud University – Computer and Information Sciences 29(2), pp. 147–155 (CC BY-NC-ND). **[open]** (article; the ResearchGate link is a bot-walled mirror — use DOI 10.1016/j.jksuci.2017.01.004).
https://www.researchgate.net/publication/313035715_Morphological_Disambiguation_of_Tunisian_Dialect
README.md
39
Barcha
text
Named Entity Recognition
open
Open multi-purpose Tunisian resource (MIT). wa3dbk. Its `named_entities/` folder is a set of curated Tunisian entity gazetteers: people (academics/scientists, artists, footballers, media figures, poets, politicians, trade unionists, writers), institutions/associations/companies, government institutions, cities, univers...
https://github.com/wa3dbk/Barcha
README.md
40
TUNER — NER of Tunisian Arabic with Bi-LSTM-CRF (2023/2024)
text
Named Entity Recognition
paywalled
Mekki, Zribi, Ellouze, Belguith. Hybrid Bi-LSTM-CRF + rules, F-measure 91.43% (abstract); online 2023, IJAIT 33(2) 2024. No public release of the annotated NER corpus was found.
https://www.worldscientific.com/doi/10.1142/S0218213023500628
README.md
41
Recognition and Translation of Tunisian Dialect Named Entities into MSA (2021)
text
Named Entity Recognition
paper only
Torjmen and Haddar. No public dataset found.
https://www.researchgate.net/publication/349773211
README.md
42
PADIC — Parallel Arabic Dialect Corpus
text
Machine translation and parallel corpora
open
Parallel dialect corpus. Meftouh, Harrat, Abbas, Smaïli (SMarT/LORIA); Tunisian portion by Salma Jamoussi. 2015, extended 2017–2018.
https://smart.loria.fr/corpora/
README.md
43
MADAR Parallel Corpus
text
Machine translation and parallel corpora
open
Corpus-26: 2,000 BTEC sentences translated into 25 city dialects + MSA (includes **Tunis** and **Sfax**). Corpus-6: 12,000 sentences in 5 cities + MSA (includes **Tunis**). Bouamor et al., LREC 2018.
https://camel.abudhabi.nyu.edu/madar-parallel-corpus/
README.md
44
MDC — Multidialectal Parallel Corpus of Arabic
text
Machine translation and parallel corpora
on request
2,000 sentences in MSA, Egyptian, **Tunisian**, Jordanian, Palestinian, Syrian + English. Bouamor, Habash, Oflazer, LREC 2014.
https://aclanthology.org/L14-1435/
README.md
45
Parallel resources for Tunisian Arabic Dialect Translation (WANLP 2020)
text
Machine translation and parallel corpora
paper only
Kchaou, Boujelbane, Hadrich-Belguith. Tunisian (social media) ↔ MSA with data augmentation; BLEU up to 15.03.
https://aclanthology.org/2020.wanlp-1.18/
README.md
46
Rule-based / SMT Tunisian→MSA
text
Machine translation and parallel corpora
varies (grouped entry)
Rule-Based MT from Tunisian to MSA (Procedia 2020) — Sghaier and Zrigui. **[open]**.
https://www.sciencedirect.com/science/article/pii/S1877050920318573
README.md
47
tunisian-darija-english (Dhia Azizi)
text
Machine translation and parallel corpora
open
553 Tunisian Arabizi↔English pairs across 53 cultural categories (louage culture, mawsem el zitoun, bac exam culture, el 3aza w mawt…). Every pair provenance-tagged in a `source` column: 500 self-written by the author (native speaker), 53 field-collected from family and community speakers with documented consent; nothi...
https://huggingface.co/datasets/Dhiadev-tn/tunisian-darija-english
README.md
48
Community HuggingFace parallel sets
text
Machine translation and parallel corpora
open
tunis-ai/tunisian-msa-parallel-corpus — 1,000 Derja↔MSA pairs (synthetic pipeline, CC-BY-4.0). Tunisia.AI, 2025. **[open]**. Companion tunis-ai/tunisian-msa-parallel-corpus-evaluated — the same **1,000 rows** quality-graded (CC-BY-4.0, tagged `aeb`) with `semantic_similarity`, `fluency_score` and `composite_score` per ...
https://huggingface.co/datasets/tunis-ai/tunisian-msa-parallel-corpus
README.md
49
Speech translation corpora with Tunisian↔English/French text
text
Machine translation and parallel corpora
varies (grouped entry)
Pointer entry. **TuniFra** (Tunisian→French, 15 h), **TEDxTN** (Tunisian→English, ~25 h) and the **IWSLT 2022/2023 Tunisian–English** LDC corpus are three-way (audio + transcript + translation) and are listed in SPEECH.md; their transcript/translation layers are also Tunisian–French / Tunisian–English bitext. TuniFra a...
https://huggingface.co/datasets/fbougares/TUNIFRA
README.md
50
Romanized Arabic Across Dialects (five-dialect Arabizi study)
text
Transliteration and Arabizi
paper only
The largest human-centered cross-dialect study of Arabizi perception and usage to date, covering Algerian, Egyptian, Lebanese, Moroccan, and **Tunisian** Arabic. Announces two resources: character-level Arabic↔Arabizi alignments from survey-participant transliterations, and a manually curated parallel corpus of Arabic-...
https://arxiv.org/abs/2608.02555
README.md
51
TArC
text
Transliteration and Arabizi
open
Annotated Arabizi corpus and the neural tool that transliterates Arabizi→CODA Arabic script and does tokenization/POS. Gugliotta, Dinarelli, Kraif. Code on GitLab. **[open]**.
https://github.com/eligugliotta/tarc
README.md
52
Masmoudi et al. — Arabizi→Arabic-script transliteration for Tunisian
text
Transliteration and Arabizi
paywalled
Transliteration of Arabizi into Arabic Script for Tunisian Dialect (ACM TALLIP 2019) — rule-based + CRF; the abstract reports a character error rate of 10.47%. **[paywalled]**.
https://dl.acm.org/doi/10.1145/3364319
README.md
53
Younes et al. — bi-script Tunisian resources
text
Transliteration and Arabizi
varies (grouped entry)
Romanized Tunisian Dialect Transliteration using Sequence Labelling (J. King Saud Univ. 2020). **[open]** (paper).
https://www.sciencedirect.com/science/article/pii/S1319157820303281
README.md
54
A Conventional Orthography for Tunisian Arabic (CODA-TUN)
text
Orthography (CODA)
open
The canonical Tunisian CODA spec (Arabic-script conventional orthography). Zribi, Boujelbane, Masmoudi, Ellouze, Belguith, Habash, LREC 2014. PDF. **[open]**.
https://aclanthology.org/L14-1214/
README.md
55
CODA* — Unified Guidelines and Resources for Arabic Dialect Orthography
text
Orthography (CODA)
open
Cross-dialect orthography framework covering 28 city dialects, Tunis included. Habash et al., LREC 2018. PDF. **[open]**.
https://camel-guidelines.readthedocs.io/en/latest/orthography/
README.md
56
A Conventional Orthography for Maghrebi Arabic (LREC 2016)
text
Orthography (CODA)
open
Turki, Adel, Daouda, Regragui. Extends CODA across Maghrebi Arabic (Tunisia, Algeria, Morocco, Libya, Mauritania). Not in the ACL Anthology; copies on ResearchGate and Academia. **[open]** (paper).
https://www.semanticscholar.org/paper/c94db913c93a95b546aad33c2b19e0376fabfdc8
README.md
57
NOTA — Normalized Orthography for Tunisian Arabic (Springer 2025)
text
Orthography (CODA)
paywalled
Turki, Ellouze, Ben Ammar, Hadj Taieb, Adel, Ben Aouicha, Farri, Bennour; LPKM 2024 (Sfax), Springer LNNS, published Mar 2025. **[paywalled]** (Springer).
https://link.springer.com/chapter/10.1007/978-3-031-85067-7_13
README.md
58
aebWordNet — Lexicon
text
Lexicons, dictionaries, wordnets
open
Tunisian (`aeb`) WordNet lexicon (XML). Karmani, Soussou, Alimi (Research Groups on Intelligent Machines, Univ. of Sfax), ACLing 2015. **[open]** (GitHub; ACLing 2015 paper paywalled).
https://github.com/NadiaBMKarmani/aebWordNet-Lexicon
README.md
59
TunDiaWN — Tunisian dialect WordNet (WANLP 2014)
text
Lexicons, dictionaries, wordnets
paper only
Bouchlaghem, Elkhlifi, Faiz (EMNLP 2014 Arabic NLP workshop, Doha). Corpus-based wordnet reusing English + Arabic wordnets. Database not found for download.
https://aclanthology.org/W14-3613/
README.md
60
Peace Corps English–Tunisian Arabic Dictionary
text
Lexicons, dictionaries, wordnets
open
1977 two-way English↔Tunisian dictionary with phonetic symbols and grammar notes. Companion Peace Corps Tunisian Arabic course. **[open]** (Internet Archive).
https://archive.org/details/ERIC_ED183017
README.md
61
Derja.Ninja
text
Lexicons, dictionaries, wordnets
open
Community Tunisian↔English dictionary, ~17,000 entries with example sentences and audio. Scraper: ArmelVidali/derja_ninja_scraper. **[open]** (web).
https://derja.ninja/
README.md
62
Webonary "Tunsi" dictionary
text
Lexicons, dictionaries, wordnets
open
Online Tunisian (Latin-script)–German dictionary, 276 entries when checked (Sept 2026); Ramzi Hachani, 2025. **[open]** (web).
https://www.webonary.org/tunsi/
README.md
63
Wiktionary — Tunisian Arabic
text
Lexicons, dictionaries, wordnets
open
Collaborative lexicon plus a Swadesh list. **[open]**.
https://en.wiktionary.org/wiki/Category:Tunisian_Arabic_language
README.md
64
Bilingual lexicons from the literature (Tunisian↔MSA)
text
Lexicons, dictionaries, wordnets
varies (grouped entry)
Boujelbane et al., Building bilingual lexicon to create Dialect Tunisian corpora (HyTra workshop, ACL 2013). **[paper only]**.
https://aclanthology.org/W13-2813/
README.md
65
Tunisian Proverbs with Image Associations
text
Cultural and multimodal resources
open
**999** Tunisian proverbs, each with an Arabic explanation, a `context` field, two English rendering layers (`caption` word-for-word and `dynamic` for the functional equivalent), a `caption_formal` variant, the generation `prompt`, **up to four AI-generated images**, and a `clip_scores` value. Habiba Abderrahim, 2025. ...
https://huggingface.co/datasets/HabibaAbderrahim/Tunisian-Proverbs-with-Image-Associations-A-Cultural-and-Linguistic-Dataset
README.md
66
TounsiBench
text
LLM evaluation benchmarks
open
The dedicated Tunisian LLM instruction benchmark. Ben Hassine, Arrak, Addhoum, Wilson, EMNLP 2025 (pp. 34627–34642).
https://github.com/Souha-BH/TounsiBench-Benchmarking-Large-Language-Models-for-Tunisian-Arabic
README.md
67
How Well Do LLMs Understand Tunisian Arabic?
text
LLM evaluation benchmarks
open
Parallel Tunizi ↔ standard Tunisian ↔ English corpus with sentiment labels; benchmarks LLMs on transliteration, translation, sentiment. arXiv, Nov 2025. **[open]** (arXiv).
https://arxiv.org/abs/2511.16683
README.md
68
linagora/TunisianMMLU
text
LLM evaluation benchmarks
open
MMLU-style multiple-choice benchmark in Tunisian Derja: 22,027 questions (card figure) over 44 subjects, machine-translated from MMLU, ArabicMMLU and DarijaMMLU. LINAGORA, Feb 2025. CC BY-NC-SA 4.0.
https://huggingface.co/datasets/linagora/TunisianMMLU
README.md
69
LINAGORA / Labess training stack
text
LLM training and evaluation datasets
open
linagora/Tunisian_Derja_Dataset — 2.23M-row Derja corpus used for continual pre-training (also listed under raw corpora). **[open]**.
https://huggingface.co/datasets/linagora/Tunisian_Derja_Dataset
README.md
70
Tunisia.AI / khaled123 (Khaled Bouzaiene)
text
LLM training and evaluation datasets
open
khaled123/Tunisian_Dialectic_English_Derja (~1.66M rows, Derja↔English, translations + sentiment + generation), khaled123/tunisiansynthinstract (~266k synthetic instructions), khaled123/Tunisianderjasynthtranslation (~436k), khaled123/tuniset (~29k). 2024. **[open]**. (Note: this account hosts many datasets of uneven q...
https://huggingface.co/datasets/khaled123/Tunisian_Dialectic_English_Derja
README.md
71
Other
text
LLM training and evaluation datasets
varies (grouped entry)
ESPRIT-Derja-Instruct — the 7,013-example Arabic/Arabizi instruction set behind ESPRIT-Derja-Qwen3-8B-v2 (3,494 GPT-4o-distilled pairs in both scripts + 25 manual). The model card says it "will be published separately"; **not released** as of 4 Sept 2026, so it carries no access tag.
https://huggingface.co/ESPRIT-Group/ESPRIT-Derja-Qwen3-8B-v2
README.md
72
TARIC — Tunisian Arabic Railway Interaction Corpus
speech
Speech corpora (ASR / SLU / speech translation)
on request
~20 hours of authentic railway-station dialogues at the Tunis station ticket offices (4,662 dialogues, 18,657 statements, 71,684 words per the paper), manually transcribed in Arabic script with diacritics, plus a rule-based phonetic (pronunciation) dictionary (grapheme-to-phoneme word error ≈ 9%). Masmoudi, Ellouze Khm...
https://aclanthology.org/L14-1385/
SPEECH.md
73
STAC — Spoken Tunisian Arabic Corpus
speech
Speech corpora (ASR / SLU / speech translation)
on request
~4.8 hours (4h50m31s per the paper) of spontaneous speech — ~3.5 h of TV/radio talk shows plus ~30 min of re-transcribed TuDiCoI railway dialogues — manually transcribed in two orthographic versions (OTTA and CODA-TUN) with morpho-syntactic and disfluency annotation. Zribi, Ellouze, Hadrich Belguith, Blache, Research i...
https://www.rcs.cic.ipn.mx/2015_90/
SPEECH.md
74
TunSwitch (TunSwitch-TO + TunSwitch-CS)
speech
Speech corpora (ASR / SLU / speech translation)
open
Code-switching speech (SpeechBrain format). Ben Abdallah, Kabboudi, Kanoun, Zaiem (Tunis Business School, Univ. of Michigan-Dearborn, Abshore, Télécom Paris), 2023/2024.
https://zenodo.org/records/8370566
SPEECH.md
75
LinTO Audio & Textual Datasets for Tunisian Arabic
speech
Speech corpora (ASR / SLU / speech translation)
open
~93 hours of audio (~81.6h labeled), 20,895 files / ~76k segments; aggregated from YouTube, podcasts, MASC, TunSwitch, OneStory, etc. Naouara, Lorré, Louradour (LINAGORA Labs), 2025. The largest openly-packaged Tunisian ASR training collection.
https://huggingface.co/datasets/linagora/linto-dataset-audio-ar-tn
SPEECH.md
76
TARIC-SLU
speech
Speech corpora (ASR / SLU / speech translation)
open
Spoken language understanding extension of TARIC: ~8 hours, 2,043 dialogues / 17,816 utterances, railway dialogues annotated with 60 slot concepts. Mdhaffar, Bougares, de Mori, Zaiem, Ravanelli, Estève, LREC-COLING 2024. (The 108-speaker figure belongs to the original TARIC collection; the SLU splits list 5/39/38 speak...
https://aclanthology.org/2024.lrec-main.1357/
SPEECH.md
77
SLURP-TN
speech
Speech corpora (ASR / SLU / speech translation)
open
Tunisian version of the SLURP SLU resource: ~5 hours, 4,165 sentences, 55 native speakers, 6 domains. Elleuch, Mdhaffar, Estève, Bougares (LIA Avignon + Elyadata), 2026.
https://huggingface.co/datasets/Elyadata/SLURP-TN
SPEECH.md
78
TEDxTN
speech
Speech corpora (ASR / SLU / speech translation)
open
First publicly available Tunisian→English speech-translation corpus: 108 TEDx talks (~25 hours), code-switched Tunisian, speakers from 11+ regions; Tunisian transcript + English translation + annotation guidelines. Bougares, Mdhaffar, Elleuch, Estève, ArabicNLP 2025.
https://huggingface.co/datasets/fbougares/TEDxTN
SPEECH.md
79
TuniFra
speech
Speech corpora (ASR / SLU / speech translation)
open
The first open Tunisian↔French code-switch speech-translation corpus: 15 hours of native Tunisian speech, orthographically transcribed and manually translated into French, for ASR and Tunisian→French speech translation. Choux, Avila, Crego, Bougares, Laurent (+ Riguidel on the PDF byline), ArabicNLP 2025.
https://huggingface.co/datasets/fbougares/TUNIFRA
SPEECH.md
80
TuDiCoI — Tunisian Dialect Corpus Interlocutor
speech
Speech corpora (ASR / SLU / speech translation)
open
Spoken railway-ticket dialogue corpus (Derja), transcribed; the original is about 8 hours / 6,533 utterances (per the STAC and TARIC-SLU papers). The arbml HF mirror holds only 434 rows, one column, no card or licence. One of the earliest Tunisian dialogue resources.
https://huggingface.co/datasets/arbml/TuDiCoI
SPEECH.md
81
IWSLT 2022 Tunisian Conversational Speech (LDC2022E01 / LDC2025S05)
speech
Speech corpora (ASR / SLU / speech translation)
paywalled
Large three-way (audio + transcript + English translation) conversational telephone speech corpus, 210 h of audio (LDC), of which 175 h carry transcripts and English translations (the IWSLT task used 160 h); orthographic transcripts in Buckwalter transliteration, IPA on a subset; 8 kHz; 1,188 conversations collected 20...
https://catalog.ldc.upenn.edu/LDC2025S05
SPEECH.md
82
TuniSpeech-21h
speech
Speech corpora (ASR / SLU / speech translation)
on request
Multi-domain corpus: 21h 6m, 32,294 segments, 187 speakers (120 M / 67 F); social-media + broadcast (politics, sports, culture, cooking, etc.). Sghaier, Bellagha, Zrigui (Univ. of Monastir), ICAART 2026. Ships with a Wav2Vec2 vs Whisper benchmark (best: Whisper-large-v2, WER 24.74%).
https://www.scitepress.org/Papers/2026/144577/144577.pdf
SPEECH.md
83
OpenSLR SLR46 — Tunisian_MSA
speech
Speech corpora (ASR / SLU / speech translation)
open
11.2 hours of read/prompted utterances by 118 Tunisian speakers — but the **content is Modern Standard Arabic**, not Derja. Useful for Tunisian-accent MSA acoustic modeling only.
https://www.openslr.org/46/
SPEECH.md
84
CALL MY NET 2 (CMN2) / 2018 NIST SRE (LDC2020S04)
speech
Speech corpora (ASR / SLU / speech translation)
paywalled
Tunisian Arabic conversational telephone speech (PSTN + VOIP, 8 kHz) collected by LDC in Tunisia via the Call My Net 2 protocol, plus English web-video audio from the VAST project. LDC gives **~396 hours for the release as a whole** — the Tunisian-only portion is not stated separately, so treat 396h as an upper bound, ...
https://catalog.ldc.upenn.edu/LDC2020S04
SPEECH.md
85
Arbi-Houssem/Tunisian_dataset_STT-TTS15s_filtred1.0
speech
Speech corpora (ASR / SLU / speech translation)
open
1,103 rows (1,032 train / 71 validation) of timestamped Derja transcripts with a `speaker` id; the LinTO aggregate repackages 1,029 of them as ~3h50m. No card, no licence tag. Usable for STT and TTS. 2024.
https://huggingface.co/datasets/Arbi-Houssem/Tunisian_dataset_STT-TTS15s_filtred1.0
SPEECH.md
86
oddadmix/lahgtna-v3-small
speech
Speech corpora (ASR / SLU / speech translation)
open
Dialect-**balanced** multi-dialect Arabic ASR set: ~54.6k rows, 52k train / 2.6k test, 13 dialects including Tunisian, seed 42; columns `audio`, `transcript_text`, `language` (WER is scored on a normalised, undiacritised form of the text). Ahmed Wasfy (oddadmix), 2026.
https://huggingface.co/datasets/oddadmix/lahgtna-v3-small
SPEECH.md
87
FARUKxAUTO/tunisian-asr-cleaned
speech
Speech corpora (ASR / SLU / speech translation)
open
Tunisian ASR set, **46,034 train / 5,415 validation / 2,707 test** (54,156 rows), 16 kHz audio paired with a `sentence` transcript. ~15.7 GB. Uploaded 16 Mar 2026. On size alone this is one of the largest Tunisian ASR sets listed here, and it is essentially undiscovered (a few dozen downloads when checked).
https://huggingface.co/datasets/FARUKxAUTO/tunisian-asr-cleaned
SPEECH.md
88
oddadmix/arabic-audio-collection-tunisian-deep-confessions
speech
Speech corpora (ASR / SLU / speech translation)
open
**37,156** transcribed chunks (~175 hours per the card), ~20.0 GB, 16 kHz, segmented from the *Deep Confessions* podcast (Tunisian; the card names the show, not the platform). Fields: `chunk_id`, `audio`, `transcript_text`, `duration`, `original_video_id`. Ahmed Wasfy (oddadmix), 2026.
https://huggingface.co/datasets/oddadmix/arabic-audio-collection-tunisian-deep-confessions
SPEECH.md
89
Fares11/senior_tunisian_voice
speech
Speech corpora (ASR / SLU / speech translation)
open
**5,377** rows, ~2.39 GB. Fields: `audio_id`, `audio`, `transcript`, plus a nested `segments` list carrying `start`/`end` and **both** `transcript` and `transcript_raw` per segment. Apache-2.0, 2026.
https://huggingface.co/datasets/Fares11/senior_tunisian_voice
SPEECH.md
90
Undocumented community audio sets
speech
Speech corpora (ASR / SLU / speech translation)
open
safara/TunisianOnly — an `audio_files/` directory of `.wav` clips (~92 MB total; file count not verified) with `train.csv` / `dev.csv` / `test.csv` carrying `filename`, `transcription` and `duration` columns, i.e. **transcripts exist**, but the header casing differs between splits, which breaks the HF viewer. ⚠️ No dat...
https://huggingface.co/datasets/safara/TunisianOnly
SPEECH.md
91
TunArTTS — Tunisian Arabic Text-To-Speech Corpus
speech
Text-to-speech (TTS)
open
First Tunisian TTS resource: 3+ hours, single male speaker, 44.1 kHz, manually diacritized. Laouirine, Kammoun, Bougares, LREC-COLING 2024. Tacotron2 + FastSpeech2 baselines (best MOS 3.88 via transfer from LJSpeech).
https://aclanthology.org/2024.lrec-main.1467/
SPEECH.md
92
Habibi — Unified-Dialectal Arabic Speech Synthesis
speech
Text-to-speech (TTS)
open
Multi-dialect Arabic TTS framework + benchmark (12+ dialects, zero-shot voice cloning). Code: SWivid/Habibi-TTS. Tunisian (`TUN`) is a supported inference dialect but **not** one of the 7 benchmark subsets (MSA, SAU, UAE, ALG, IRQ, EGY, MAR). Code MIT; released models CC BY-NC-SA 4.0. **[open]** (Tunisian supported, no...
https://arxiv.org/abs/2601.13802
SPEECH.md
93
Community and commercial Tunisian TTS
speech
Text-to-speech (TTS)
varies (grouped entry)
SpeechGen Tunisian TTS (ar-TN) — commercial text-to-speech with Tunisian voices (e.g., Hedi, Reem). Not open/research; noted for completeness. **[commercial]**.
https://speechgen.io/en/tts-arabic-tunisia/
SPEECH.md
94
ADI-20 — Arabic Dialect Identification dataset
speech
Speech / spoken dialect identification
open
3,556 hours across 19 dialects + MSA; expands ADI-17 and explicitly **adds Tunisian**. Elleuch et al., Interspeech 2025. The first large spoken-ADI set to include Tunisian.
https://arxiv.org/abs/2511.10070
SPEECH.md
95
Text and Speech-based Tunisian Sub-Dialects Identification (LREC 2020)
speech
Speech / spoken dialect identification
open
Distinguishes Tunisian sub-dialects (Tunis / Sfax / Sousse / Tataouine) from text and speech; the spoken corpus (1,673 utterances) is described as freely distributed. Ben Abdallah, Kchaou, Bougares. **[open]** (paper).
https://aclanthology.org/2020.lrec-1.787/
SPEECH.md
96
NADI 2025 — First Multidialectal Arabic Speech Processing Shared Task
speech
Speech shared tasks
open
Subtask 1: spoken dialect ID over eight dialects (Algeria, Egypt, Jordan, Mauritania, Morocco, Palestine, UAE, Yemen — **Tunisian not included**; the winning team pre-trained on ADI-20); Subtask 2: multidialectal ASR; Subtask 3: diacritic restoration. Talafha et al., 2025.
https://arxiv.org/abs/2509.02038
SPEECH.md
97
NADI 2026 — Multidialectal Arabic Speech Processing
speech
Speech shared tasks
open
Speech-focused, and strongly Tunisian-relevant. Tasks include country-level / mixed / **code-switched ASR** (subtask 1.3 is Tunisian⇄English⇄French code-switching), spoken dialect ID, dialectal TTS, spoken language translation (8 dialects→English, none Tunisian), and SLU (intent + slot filling).
https://nadi.dlnlp.ai/2026/
SPEECH.md
98
SLURP-TN baselines
speech
Speech shared tasks
open
Baseline SpeechBrain recipes for the SLURP-TN dataset. Elyadata. **[open]** (GitHub).
https://github.com/elyadata/SLURP-TN-baselines
SPEECH.md
99
IWSLT 2022 / 2023 dialectal speech translation
speech
Speech shared tasks
varies (grouped entry)
Tunisian→English speech translation task (the 2023 edition ran under the low-resource track). Data prep/scoring: kevinduh/iwslt22-dialect. **[open]** (scripts); the underlying audio is the LDC Tunisian conversational corpus listed above, which is **[paywalled]**.
https://iwslt.org/2022/dialect
SPEECH.md
100
Labess-7b-chat
model
Generative / instruction / chat LLMs
open
Instruction-tuned Tunisian Derja chat model. Wajdi Ghezaiel and Jean-Pierre Lorré (LINAGORA), 2025. 7B, Apache-2.0.
https://huggingface.co/linagora/Labess-7b-chat-16bit
MODELS.md
End of preview. Expand in Data Studio

Tunisian Arabic NLP Resources

An open, maintained inventory of the NLP resources that exist for Tunisian Arabic (Derja / Tounsi / تونسي, ISO 639-3 aeb).

👉 Full map, and how to add to it: https://github.com/jjlalli/Tunisian-Derja-NLP-Resources

Tunisian NLP has a findability problem more than a quantity problem. People build good things — a dataset, a fine-tune, a benchmark — and they end up on a lab page or a personal account, so the next person spends weeks rebuilding what already existed. This is the place those things get recorded.

What's in it

Entries
Text datasets, benchmarks, lexicons & papers 71
Speech corpora (ASR, SLU, translation, TTS) 28
Pretrained models (LLMs, encoders, ASR, TTS, OCR) 21
Researchers, labs & companies 30
Total 150

This table export carries 120 rows — the resource entries, regenerated from the markdown inventory by build-dataset-csv.py; the researcher/lab entries live in the repository only.

Every entry carries an honest access tag — of 151 tags applied: 113 open, 13 paywalled, 12 paper-only, 8 on request, 3 gated, 2 commercial. At entry level, which is what the repository's open badge tracks, the export resolves to 90 open of 120 rows; grouped headings that carry several different tags are marked "varies" rather than counted as open. A resource that exists but can't be downloaded stays on the list with the truth attached, rather than being quietly dropped or oversold.

Multi-dialect and pan-Arabic resources are included, with the Tunisian portion described rather than the whole thing counted as Tunisian. Derivatives and repackaged slices of existing corpora are cross-referenced under their parents so nothing is counted twice.

Load it

from datasets import load_dataset

ds = load_dataset("fatmajlali/tunisian-nlp-resources")

Columns

  • id — row number
  • name — resource name
  • type — text / speech / model
  • category — section of the inventory (sentiment, dialect ID, ASR…)
  • access — open / on request / paywalled / paper only / gated / varies (grouped entry)
  • description — one-line summary
  • url — canonical link
  • file — which inventory file it came from

Scope and limits

This indexes resources; it does not redistribute them. Access status was verified by hand, and links rot. Uncertain Tunisian coverage is flagged rather than dropped.

Add your work

If you have built something for Tunisian Arabic, or you know something missing:

  • Add a resource — paste a link; formatting and verification are the maintainer's job
  • Report something wrong — a wrong entry is worse than a missing one
  • Pull requests — the first external one was merged in September 2026; contributed entries are credited in the repository's "Recently added" table

Citation

@misc{jlali2026tunisiannlp,
  author       = {Jlali, Fatma},
  title        = {Tunisian Arabic NLP Resources},
  year         = {2026},
  howpublished = {\url{https://github.com/jjlalli/Tunisian-Derja-NLP-Resources}},
  doi          = {10.5281/zenodo.21779464},
  note         = {Open inventory of Tunisian Arabic (aeb) NLP resources}
}

Maintained by Fatma Jlali. Licensed CC BY 4.0.

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