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FAQs

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Data and Model Competitions

[email protected]

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Search results for “Punjabi Dataset-02”

100 Datasets

MirasAI

Multispeaker Hindi ASR Dataset

A Hindi audio dataset with corresponding transcriptions, designed for speech recognition and transcription tasks.

License: CC-BY-NC-SA-4.0

Locale: hin

Task: ASR

Format: OGG , SRT

Size: 63.03 MB

Forum for Language Initiatives

Hussain Faizy Indus Kohistani Corpus

The Indus Kohistani corpus contains around 500k tokens of folktales, stories, poetry, biographies, and conversational texts, all transcribed with a consistent community orthography. Reviewed by native speakers, the corpus offers a representative snapshot of the language’s vocabulary and grammar for linguistic and computational research.

License: CC-BY-SA-4.0

Locale: mvy

Task: NLP

Format: TXT

Size: 14.70 MB

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

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

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

Common Voice

Common Voice Scripted Speech 26.0 - Gawri

A collection of read speech recordings in Gawri.

License: CC0-1.0

Locale: gwc

Task: ASR

Format: MP3

Size: 310.03 MB

Kaleem Art Press

Kaleem Art Press Urdu Literature Corpus

This corpus is a collection of 1.44 million tokens of Urdu language . The data was produced under the Kaleem Art Press over the last fifteen years . The corpus contains work of literature including Stories, Short Stories, Novels, fiction, non-fiction, Travelogues, Poetry, Biography, and History. The data is being shared with the approval of the authors. It aims to support linguistic research, language technology development, and cultural preservation.

License: CC-BY-NC-4.0

Locale: ur

Task: OTH

Format: TXT

Size: 2.85 MB

Community

Mandar Balanipa Speech Corpus

This Mandar language dataset is text and audio data paired for languange documentation and linguistic research in technology.

License: CC-BY-NC-4.0

Locale: mdr

Task: TTS

Format: WEBM, TSV

Size: 281.70 MB

Forum for Language Initiatives

Khowar Literature Corpus by FLI

A multi-genre Khowar language corpus designed for linguistic research, NLP applications, and cultural documentation.

License: CC-BY-NC-4.0

Locale: khw

Task: NLP

Format: TXT

Size: 244.85 KB

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

Forum for Language Initiatives

Khowar Word List

A UTF-8 encoded Khowar lexical corpus containing alphabet definitions and a structured word list for linguistic research and language technology development.

License: CC-BY-NC-4.0

Locale: khw

Task: NLP

Format: TXT

Size: 64.22 KB

Ali Nawaz

Sindhi Sentiment Analysis Dataset

4,420 labeled Sindhi sentences for 3-class sentiment classification (positive, negative, neutral) — a low-resource NLP dataset.

License: CC-BY-NC-4.0

Locale: sd

Task: NLP

Format: CSV, XLSX

Size: 252.75 KB

Common Voice

Common Voice Scripted Speech 26.0 - Saraiki

A collection of read speech recordings in Saraiki.

License: CC0-1.0

Locale: skr

Task: ASR

Format: MP3

Size: 133.49 MB

Common Voice

Common Voice Scripted Speech 26.0 - Kateviri

A collection of read speech recordings in Kateviri.

License: CC0-1.0

Locale: bsh

Task: ASR

Format: MP3

Size: 202.62 MB

Community

Biomedical Urdu Named Entity Recognition (BioUNER)

Biomedical Urdu Named Entity Recognition dataset for advancing healthcare and clinical NLP research in Urdu.

License: CC-BY-NC-4.0

Locale: urd

Task: NLP

Format: CSV

Size: 336.69 KB

Common Voice

Common Voice Scripted Speech 26.0 - Dhivehi

A collection of read speech recordings in Dhivehi.

License: CC0-1.0

Locale: dv

Task: ASR

Format: MP3

Size: 1.32 GB

Common Voice

Common Voice Scripted Speech 26.0 - Kalkoti

A collection of read speech recordings in Kalkoti.

License: CC0-1.0

Locale: xka

Task: ASR

Format: MP3

Size: 189.92 MB

Common Voice

Common Voice Scripted Speech 26.0 - Persian

A collection of read speech recordings in Persian.

License: CC0-1.0

Locale: fa

Task: ASR

Format: MP3

Size: 10.45 GB

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

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

Digital Divide Data

ddd-kenya-somali-68hrs-asr-part2

A collection of high-quality, crowdsourced audio recordings and verified transcriptions for the Somali language, produced by Digital Divide Data.

License: CC-BY-4.0

Locale: som

Task: ASR

Format: WAV, TSV

Size: 8.07 GB

Common Voice

Common Voice Scripted Speech 26.0 - Khowar

A collection of read speech recordings in Khowar.

License: CC0-1.0

Locale: khw

Task: ASR

Format: MP3

Size: 376.02 MB

MirasAI

Rangpuri (অংপুরি Ôṅgpuri) Text Corpus

A 500K token corpus of Rangpuri literature and drama provided in UTF-8 format for linguistic research and NLP development.

License: CC-BY-NC-4.0

Locale: rkt

Task: NLP

Format: TXT

Size: 3.68 MB

Balochistan Educational and Cultural Organization

Western Balochi Literature Cropus

A cleaned literary corpus in Western Balochi (Rakhshani) including articles, research, translations, and creative literature. (~1.1 m tokens)

License: CC-BY-NC-4.0

Locale: bgn

Task: NLP

Format: TXT

Size: 2.26 MB