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Terms

FAQs

Participation Guidelines

Responsible Disclosure

News and Documentation

Data and Model Competitions

[email protected]

Mozilla Data Collective is a mission-locked British company, incubated by Mozilla Foundation, and backed by the not-for-profit Mozilla.org

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Search results for “Kohistani Shina Word List”

100 Datasets

Keblagh e Azergi

Elkhani Hazargi Literature Corpus

Hazargi literary corpus (~0.5M tokens) of poetry, folklore, and prose texts representing Hazara linguistic and cultural heritage.

License: CC-BY-NC-4.0

Locale: haz

Task: NLP

Format: TXT

Size: 2.46 MB

Jazab Publishers

Jazab Sindhi Newspaper Corpus

The corpus contains 1.07 million tokens from the Jazab a Sindhi Newspaper published from the year 2023-2025. The text consists of the complete newspaper content including headlines, editorials, finance news and advertisements. The newspaper published in Karachi, Pakistan on daily basis.

License: CC-BY-NC-SA-4.0

Locale: snd

Task: NLP

Format: TXT

Size: 2.33 MB

Aim Foundation

Dari Literature Corpus by Anjuman e Adabi Nayestan

A ~1 M-token Dari (Afghan Persian) literary corpus compiled by Anjuman e Adabi Nayestan, covering prose, poetry, and cultural texts in Perso-Arabic script.

License: CC-BY-NC-4.0

Locale: prs

Task: NLP

Format: TXT

Size: 12.67 MB

Chana

Awajún: Phonetic Word List

150 Awajún lexical items with WAV recordings and Praat TextGrids, part of a controlled comparative phonetic dataset of three Peruvian languages.

License: Chana 2.0

Locale: agr

Task: N/A

Format: WAV, TextGrid, MD, CSV

Size: 70.83 MB

MirasAI

Associated Press Pakistan 10.4 Million Saraiki Corpus

A 10.4-million-word Saraiki news corpus from Associated Press of Pakistan, covering 2016–2026 for non-commercial Saraiki NLP research.

License: CC-BY-NC-SA-4.0

Locale: skr

Task: NLP

Format: TXT

Size: 19.51 MB

Community

Sindhi Figurative Language Dataset (SiNFluD)

A Sindhi figurative language dataset for identifying and classifying idioms, metaphors, and proverbs, similies in a low-resource language.

License: CC-BY-NC-4.0

Locale: snd

Task: NLP

Format: JSON

Size: 90.65 KB

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Mozilla Common Voice

Common Voice Scripted Speech 27.0 - Kateviri

A collection of read speech recordings in Kateviri.

License: CC0-1.0

Locale: bsh

Task: ASR

Format: MP3

Size: 202.62 MB

Mozilla Common Voice

Common Voice Scripted Speech 27.0 - Kachhi

A collection of read speech recordings in Kachhi.

License: CC0-1.0

Locale: gjk

Task: ASR

Format: MP3

Size: 219.03 MB

MDC DatasetsCompensated

🚧 Khowar Speech Translation Corpus 🚧

A Khowar-English speech translation dataset with approximately 9.5 hours of Khowar audio with English text translations.

License: MDC-DLA-1.0

Locale: khw, en

Task: MT

Format: MP3, TSV

Size: 244.96 MB

Mozilla Common Voice

Common Voice Scripted Speech 27.0 - Gawarbaiti

A collection of read speech recordings in Gawarbaiti.

License: CC0-1.0

Locale: gwt

Task: ASR

Format: MP3

Size: 249.85 MB

MirasAI

Wakhi Literature Corpus

A literature corpus of Wakhi language texts, preserving the language’s literary, cultural, and linguistic heritage for research and low-resource NLP.

License: CC-BY-ND-4.0

Locale: wbl

Task: NLP

Format: DOCX, TXT

Size: 74.83 KB

Balochi Academy

Balochi Academy Text Corpus

This corpus contains approximately 500k tokens of text from novels, poetry, articles, riddles, and proverbs, covering both literary and traditional genres. It is intended for linguistic research, NLP tasks (e.g., language modeling and text analysis), and cultural documentation.

License: CC-BY-NC-SA-4.0

Locale: bgn

Task: NLP

Format: TXT

Size: 1.88 MB

CLEAR Global

Kanuri Books Corpus

Randomized sentences from Kanuri-language books by four authors, containing 10,281 sentences and 90,706 words.

License: CC-BY-4.0

Locale: kr

Task: LM

Format: TXT

Size: 545.68 KB

PROXIMA

Urdu-Sindhi Grapheme-to-Phoneme Dataset

A bilingual Urdu and Sindhi grapheme-to-phoneme dataset for G2P, TTS, ASR, and speech technology research.

License: CC-BY-NC-SA-4.0

Locale: ur, sd

Task: TTS

Format: PARQUET

Size: 1.92 MB

Mozilla Common Voice

Common Voice Scripted Speech 27.0 - Pashto

A collection of read speech recordings in Pashto.

License: CC0-1.0

Locale: ps

Task: ASR

Format: MP3

Size: 97.70 GB

Mozilla Common Voice

Common Voice Spontaneous Speech 5.0 - Pashto

A collection of spontaneous responses to questions in Pashto.

License: CC0-1.0

Locale: ps

Task: ASR

Format: MP3

Size: 772.19 MB

MirasAI

Associated Press Pakistan 16.9 Million Balochi Corpus

A 16.9M-word Balochi news corpus from Associated Press of Pakistan, covering 59,172 articles published between 2016 and 2026.

License: CC-BY-NC-SA-4.0

Locale: bal

Task: NLP

Format: TXT

Size: 22.85 MB

Mozilla Common Voice

Common Voice Spontaneous Speech 5.0 - Shona

A collection of spontaneous responses to questions in Shona.

License: CC0-1.0

Locale: sn

Task: ASR

Format: MP3

Size: 1.53 MB

Anjuman e Katib

Anjuman-e-Katib Farsi/Persian Literature Corpus

This corpus is a collection of more than one million tokens of Farsi/Persian language. The corpus contains work of literature including novels, fictional and non-fictional, poems and many more. the data is shared with the approval of the authors and aims to support linguistic research, language technology development and its preservation.

License: CC-BY-NC-4.0

Locale: fas

Task: NLP

Format: TXT

Size: 2.82 MB

Rana Printers Multan

Rana Printers Urdu Literature Corpus

This corpus comprises 1.68 million tokens of high-quality Urdu text collected over the past decade through Rana Printers. It includes a diverse range of literary genres such as stories, short stories, novels, fiction, non-fiction, poetry, and historical works. All content is shared with the authors’ approval. The dataset is intended to support linguistic research, Urdu language technology development, and the preservation of literary and cultural heritage.

License: CC-BY-NC-4.0

Locale: ur

Task: OTH

Format: TXT

Size: 3.00 MB

Mozilla Common Voice

Common Voice Scripted Speech 27.0 - Wadiyara Koli

A collection of read speech recordings in Wadiyara Koli.

License: CC0-1.0

Locale: kxp

Task: ASR

Format: MP3

Size: 221.17 MB

Tamir News Agency

Tamir Sindhi News Corpus

The corpus contains 1.1 million tokens from the Tamir Sindhi Newspaper published from the year 2022-2025. The text consists of the complete newspaper content including headlines, editorials, finance news and advertisements. The newspaper published in Karachi, Pakistan on daily basis.

License: CC-BY-NC-SA-4.0

Locale: snd

Task: NLP

Format: TXT

Size: 2.56 MB

MDC Curators

CoVoST 2 Persian - English

The dataset includes audio files in Persian and their translations in English.

License: CC-BY-NC-4.0

Locale: fa, en

Task: MT

Format: MP3, TSV

Size: 1.52 GB

MDC DatasetsCompensated

🚧 Khowar Corpus for Speech Recognition 🚧

A Khowar ASR dataset with approximately 10 hours of audio with transcriptions.

License: MDC-DLA-1.0

Locale: khw

Task: ASR

Format: MP3, TSV

Size: 245.00 MB