Datasets | Mozilla Data Collective

All Datasets

Compensated Datasets

API

Contribute Datasets

Loading datasets...

Terms

FAQs

Participation Guidelines

Responsible Disclosure

News and Documentation

Data and Model Competitions

[email protected]

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

All Datasets

Not sure where to start?

Describe what you are building and the Data Assistant will find the right datasets for you.

Try the Data Assistant

Filtered by

Search results for “IBT Torwali Wordlist”

100 Datasets

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

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

PROXIMA

Urdu Medical SFT

Safety aligned Urdu medical question answer dataset of 3,072 records for supervised fine-tuning of medical-domain LLMs.

License: CC-BY-SA-4.0

Locale: urd

Task: NLG

Format: PARQUET

Size: 357.97 KB

Kaleem Art Press

Jhoke Publisher Multan’s Saraiki Newspaper Corpus

Jhoke Publisher Multan’s Saraiki Newspaper Corpus (~1.25M tokens) is a normalized UTF-8 collection of Saraiki newspaper.

License: CC-BY-NC-4.0

Locale: skr

Task: NLP

Format: TXT

Size: 2.30 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

Institute of African Digital Humanities

Sample Ghomala-TTS-Dataset

Ghomala (bbj) scripted TTS/ASR dataset: 997 clips (≈59m 24s) across 10 sessions, transcribed in AGLC orthography. Bandjoun, West Region, Cameroon.

License: NOODL-1.0

Locale: bbj

Task: TTS

Format: MP3, TSV

Size: 80.67 MB

MirasAI

Kannada Text Corpus

A curated Kannada text corpus containing diverse written content for natural language processing, linguistic research, and language technology development.

License: CC-BY-NC-SA-4.0

Locale: kan

Task: NLP

Format: TXT

Size: 2.61 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

Aim Foundation

Aim Foundation Dari Literature Corpus

This corpus is a collection of more than seven hundred thousand tokens of Dari language. The corpus contains work of literature including poems, stories, novels, fictional and non-fictional and different articles. 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: prs

Task: NLP

Format: TXT

Size: 1.74 MB

TAUSCompensated

🚧 Colloquial Parallel Text (English - Hausa) 🚧

100k native-reviewed colloquial sentences translated from US English into Hausa for fine-tuning conversational MT and AI models.

License: TAUS DUA

Locale: en-US, ha-NG

Task: MT

Format: TSV

Size: 4.49 MB

Common Voice

Common Voice Scripted Speech 26.0 - Marwari

A collection of read speech recordings in Marwari.

License: CC0-1.0

Locale: mve

Task: ASR

Format: MP3

Size: 204.27 MB

Open Home Foundation

Chitwan 1.0

Text to speech dataset for Nepali, male speaker, approximately 1 hour of read speech.

License: CC0-1.0

Locale: ne-NE

Task: TTS

Format: WEBM

Size: 61.68 MB

PROXIMA

Urdu Alpaca

Filtered Urdu translation of the Stanford Alpaca instruction tuning dataset for Urdu LLM instruction fine-tuning.

License: CC-BY-NC-SA-4.0

Locale: urd

Task: NLG

Format: Parquet

Size: 20.26 MB

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

Institute of African Digital Humanities

Tupuri-Bango_TTS-Dataset (female voice)

Tupuri-Bango (tui) scripted TTS dataset: 2,034 clips (3h 53m 42s), single female speaker, AGLC orthography. Female-voice complement to the male-voice dataset.

License: NOODL-1.0

Locale: tui

Task: TTS

Format: MP3, TSV

Size: 169.22 MB

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

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

MirasAI

Balti Literature corpus

A Balti literature corpus preserving literary, cultural, and linguistic heritage for language documentation, research and low-resource NLP applications.

License: CC-BY-NC-SA-4.0

Locale: bft

Task: NLP

Format: TXT, DOCX

Size: 292.67 KB

Community

Betawi TTS of Cultural Language (BEKAL)

Betawi TTS of Cultural Language (BEKAL) this dataset uses the Betawi dialect of West Java with Indonesian code-mixing and code-switching.

License: CC-BY-SA-4.0

Locale: bew

Task: TTS

Format: WEBM, TSV

Size: 309.99 MB

TAUSCompensated

🚧 Colloquial Parallel Text (English - Hausa) 🚧

49k native-reviewed colloquial sentences translated from US English into Hausa for fine-tuning conversational MT and AI models.

License: TAUS DUA

Locale: en-US, ha-NG

Task: MT

Format: TSV

Size: 2.93 MB

Institute of African Digital Humanities

Yaka-TTS-Dataset

Paired audio and text data on Yaka (also known as West Teke), a language spoken in Congo. The audio corpus consists of 7,648 clips read by one speaker for a total duration of 344 min 40.48 sec. The dataset also contains a mapping file of audio and text with 7,648 lines. Each line begins with the name of an audio file, followed by a tab and then the corresponding text excerpt. This dataset is suitable for TTS tasks.

License: NOODL-1.0

Locale: iyx

Task: TTS

Format: WAV, TSV

Size: 1.26 GB

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

Common Voice

Common Voice Scripted Speech 26.0 - Ormuri

A collection of read speech recordings in Ormuri.

License: CC0-1.0

Locale: oru

Task: ASR

Format: MP3

Size: 711.34 MB