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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

PROXIMA

Sindhi Transliteration Dataset by Proxima AI

Sindhi transliteration dataset containing Sindhi sentences paired with Roman Sindhi transliterations for NLP research and model development.

License: CC-BY-NC-SA-4.0

Locale: snd

Task: NLP

Format: CSV

Size: 5.09 MB

Chana

Pano: Comparative Word Lists

Twenty-four lexical elicitation recordings from nine Amazonian varieties, providing 7.35 hours of comparative data collected with the same word list.

License: Chana 2.0

Locale: mul

Task: N/A

Format: WAV, MD, CSV

Size: 4.64 GB

PROXIMA

Sindhi Names by Proxima AI

Curated collection of 10,300 Sindhi personal names in Arabic script for NLP and language modeling tasks.

License: CC-BY-NC-SA-4.0

Locale: snd

Task: NLG

Format: CSV

Size: 57.15 KB

Community

Sindhi Corpus

SdCorpus is a large scale monolingual Sindhi text corpus collected from publicly available web sources for NLP and language model development.

License: CC-BY-NC-4.0

Locale: snd

Task: LM

Format: TXT

Size: 321.00 MB

Mozilla Common Voice

Common Voice Scripted Speech 27.0 - Eastern Balochi

A collection of read speech recordings in Eastern Balochi.

License: CC0-1.0

Locale: bgp

Task: ASR

Format: MP3

Size: 260.43 MB

MirasAI

Associated Press Pakistan 21.4 Million Pashto Corpus

Pashto news corpus from the Associated Press of Pakistan, containing 99,495 articles and 21.4 million words from 2015–2026.

License: CC-BY-NC-SA-4.0

Locale: pus

Task: NLP

Format: TXT

Size: 38.81 MB

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Mozilla Common Voice

Common Voice Scripted Speech 27.0 - Gujari

A collection of read speech recordings in Gujari.

License: CC0-1.0

Locale: gju

Task: ASR

Format: MP3

Size: 210.14 MB

Mozilla Common Voice

Common Voice Scripted Speech 27.0 - Khowar

A collection of read speech recordings in Khowar.

License: CC0-1.0

Locale: khw

Task: ASR

Format: MP3

Size: 376.04 MB

Community

Sindhi to English Parallel Corpus

A Sindhi–English parallel corpus in JSONL format, designed for machine translation and cross-lingual NLP tasks across diverse real-world domains.

License: CC-BY-NC-4.0

Locale: snd, eng

Task: MT

Format: JSONL

Size: 2.50 MB

Balochi Academy

Eastern Balochi Literature Corpus

A UTF-8 normalized Eastern Balochi literature corpus (~1.9M tokens) covering poetry, folklore, novels, and cultural texts for linguistic research and NLP.

License: CC-BY-NC-4.0

Locale: bgp

Task: NLP

Format: TXT

Size: 949.67 KB

Mozilla Common Voice

Common Voice Scripted Speech 27.0 - Northern Hindko

A collection of read speech recordings in Northern Hindko.

License: CC0-1.0

Locale: hno

Task: ASR

Format: MP3

Size: 206.27 MB

Mozilla Common Voice

Common Voice Scripted Speech 27.0 - Parkari Koli

A collection of read speech recordings in Parkari Koli.

License: CC0-1.0

Locale: kvx

Task: ASR

Format: MP3

Size: 219.49 MB

Mozilla Common Voice

Common Voice Scripted Speech 27.0 - Saraiki

A collection of read speech recordings in Saraiki.

License: CC0-1.0

Locale: skr

Task: ASR

Format: MP3

Size: 133.50 MB

Mozilla Common Voice

Common Voice Scripted Speech 27.0 - Sindhi

A collection of read speech recordings in Sindhi.

License: CC0-1.0

Locale: sd

Task: ASR

Format: MP3

Size: 1.33 GB

Kaleem Art Press

Kaleem Art Press Saraiki Literature Corpus

This corpus contains approximately one million tokens of Saraiki text curated over the past ten years by Kaleem Art Press. It features a wide range of literary genres, including stories, short stories, novels, fiction, non-fiction, travelogues, poetry, biographies, and historical writings. All content is shared with full author approval. The dataset is intended to support linguistic research, Saraiki language technology development, and the preservation of cultural and literary heritage.

License: CC-BY-NC-4.0

Locale: skr

Task: OTH

Format: TXT

Size: 1.84 MB

Mozilla Common Voice

Common Voice Scripted Speech 27.0 - Kalkoti

A collection of read speech recordings in Kalkoti.

License: CC0-1.0

Locale: xka

Task: ASR

Format: MP3

Size: 190.04 MB

Mozilla Common Voice

Common Voice Scripted Speech 27.0 - Hakha Chin

A collection of read speech recordings in Hakha Chin.

License: CC0-1.0

Locale: cnh

Task: ASR

Format: MP3

Size: 160.47 MB

Community

Sindhi Named Entity Recognition-SiNER Dataset

A Sindhi named entity recognition dataset for building NLP tools in an underrepresented South Asian language.

License: CC-BY-SA-4.0

Locale: snd

Task: NLP

Format: TXT

Size: 2.51 MB

MirasAI

Punjabi 10 Hours TTS

10-hour Punjabi TTS dataset in Shahmukhi script with paired audio and transcripts, designed for speech synthesis and Punjabi language technology.

License: CC-BY-NC-SA-4.0

Locale: pnb

Task: TTS

Format: WEBM, TSV

Size: 481.96 MB

Mozilla Common Voice

Common Voice Scripted Speech 27.0 - Punjabi

A collection of read speech recordings in Punjabi.

License: CC0-1.0

Locale: pa-IN

Task: ASR

Format: MP3

Size: 104.81 MB

Keblagh e Azergi

Keblagh-e-Azergi Hazargi literature corpus

This corpus is a collection of more than one hundred thousand tokens of Hazargi language. The corpus contains work of literature, poems, folk and short stories and dramas. The data is being shared with the approval of the authors. It claims to support linguistic research, language technology development and cultural preservation.

License: CC-BY-NC-4.0

Locale: haz

Task: NLP

Format: TXT

Size: 193.28 KB

Sindh Sujag Newspaper Agency

Sindh Sujag Newspaper Corpus

The corpus contains approximately 1.2 million tokens from the Sindh Sujag Newspaper Agency published between 2024 and 2025. It includes complete newspaper content such as headlines, editorials, finance news, and advertisements. The newspaper is published daily in Karachi, Pakistan, and represents a comprehensive collection of contemporary Sindhi journalistic writing.

License: CC-BY-4.0

Locale: snd

Task: NLP

Format: TXT

Size: 2.63 MB

Sindh Line Publishers

The corpus contains 1.029 million tokens from the Sindh Line a Sindhi Newspaper published from the year 2024-2025. 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-SA-4.0

Locale: snd

Task: NLP

Format: TXT

Size: 2.22 MB

Kaleem Art Press

Saraiki-English Parallel Corpus

English–Saraiki parallel corpus: 51,447 aligned sentence pairs (~0.89M words), translated by Kaleem Art Press for MT and Saraiki NLP research.

License: CC-BY-NC-4.0

Locale: mul

Task: MT

Format: CSV

Size: 1.92 MB