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FAQs

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Responsible Disclosure

News and Documentation

Data and Model Competitions

[email protected]

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Search results for “Torwali Text Corpus”

100 Datasets

RFE/RL

RFE/RL Afghan Pashto News Text Corpus

This dataset is a longitudinal news corpus for the Pashto language, sourced from Radio Azadi, from 2000 to 2026, it contains over 204,000 articles (16M tokens).

License: CC-BY-NC-SA-4.0

Locale: ps

Task: NLP

Format: TXT

Size: 117.68 MB

Community

Sindhi Word Segmentation (SdSEG)

A sentence-level annotated dataset for training and evaluating sequence labeling models such as CRF, BiLSTM, and transformer-based architectures.

License: CC-BY-NC-4.0

Locale: snd

Task: NLP

Format: JSON

Size: 1.13 MB

Institute of Finno-Ugric/Uralic Studies, University of Hamburg

INEL Evenki Speech Corpus

A 2.5-hour supervised Speech-to-Text dataset for Evenki, an endangered Tungusic language. Features sentence-level audio aligned with text transcriptions.

License: CC-BY-NC-SA-4.0

Locale: evn

Task: ASR

Format: TSV, MP3

Size: 103.03 MB

RFE/RL

RFE/RL Tajik News Text Corpus

Longitudinal Tajik & Russian news corpus from Radio Ozodi (2000-2026) with over 166,000 articles and 20M tokens.

License: CC-BY-NC-SA-4.0

Locale: tg,ru

Task: NLP

Format: TXT

Size: 145.27 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

PROXIMA

Synthetic Urdu 2

Synthetic Urdu sentences audio dataset of 85,327 verse style audio-text pairs.

License: CC-BY-NC-SA-4.0

Locale: urd

Task: TTS

Format: Parquet

Size: 14.80 GB

MirasAI

Gawar-Bati Literature Corpus

Gawarbati-language literature corpus featuring Diwan Abu Fazl, a poetry collection for documentation and NLP research.

License: CC-BY-NC-SA-4.0

Locale: gwt

Task: NLP

Format: TXT, DOCX

Size: 876.83 KB

Institute of African Digital Humanities

Sample Tupuri-Bango_TTS-Dataset (male voice)

Tupuri-Bango (tui) scripted TTS dataset: 983 clips (≈1h 06m) from 10 sessions, AGLC orthography. Kaele & Mayo-Danay, Far-North, Cameroon.

License: NOODL-1.0

Locale: tui

Task: TTS

Format: MP3, TSV

Size: 46.93 MB

Institute of African Digital Humanities

Kituba-TTS-Dataset

Paired audio and text data on Kituba (mkw), a language spoken in Congo. The audio corpus consists of 8,302 clips read by one speaker, totalling 350 min 11.98 sec. The dataset also contains a mapping file of audio and text with 8,173 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: mkw

Task: TTS

Format: WAV, TSV

Size: 553.28 MB

Kaleem Art Press

Saraiki Literature Corpus

This contains multiple Saraiki Language books of Stories, Short Stories, Novel, Travelogue, Sentences and collection of articles.

License: CC-BY-NC-4.0

Locale: skr

Task: OTH

Format: TXT

Size: 1.84 MB

The University of Melbourne

Hawrami Kurdish TTS dataset 1.0

This dataset contains high-quality single-speaker audio recordings in Hawrami Kurdish (Hewrami, ISO 639-3:hac), also known as the Gorani language, intended for building Text-to-Speech (TTS) and Automatic Speech recognition (ASR) systems. The dataset comprises 5 hours and 15 minutes of aligned audio and text data. Hawrami is classified as Definitely Endangered by UNESCO.

License: CC-BY-4.0

Locale: hac

Task: TTS

Format: WAV

Size: 706.11 MB

Institute of African Digital Humanities

Afaan Oromoo-TTS-Dataset

1,737 read-speech recordings from a single Afaan Oromo speaker, with MP3 audio and TSV sentence mappings. Suitable for TTS and ASR.

License: NOODL-1.0

Locale: gax

Task: TTS

Format: MP3, TSV

Size: 258.48 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

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

MirasAI

Tamil Literature Corpus

A curated corpus of Tamil text designed to support natural language processing tasks such as language modeling, text classification, and linguistic analysis.

License: CC-BY-NC-SA-4.0

Locale: tam

Task: NLP

Format: TXT

Size: 41.85 MB

Institute of Finno-Ugric/Uralic Studies, University of Hamburg

INEL Dolgan Speech Corpus

A 13-hour supervised Speech-to-Text dataset for Dolgan, an endangered Turkic language. Features sentence-level audio aligned with text transcriptions.

License: CC-BY-NC-SA-4.0

Locale: dlg

Task: ASR

Format: TSV, MP3

Size: 583.34 MB

Institute of African Digital Humanities

Bamun-French Parallel Corpus 1.1

This dataset is an updated version of the "Bamun-French Parallel Corpus", a parallel corpus of texts in Bamun (Shupament) and French.

License: NOODL-1.0

Locale: bax

Task: MT

Format: TSV

Size: 99.78 KB

Institute of Finno-Ugric/Uralic Studies, University of Hamburg

INEL Kalmyk Speech Corpus

A 3-hour supervised Speech-to-Text dataset for Kalmyk, a Mongolic language. Features sentence-level audio aligned with scientific text transcriptions.

License: CC-BY-NC-SA-4.0

Locale: xal

Task: ASR

Format: TSV, MP3

Size: 138.31 MB

CLEAR Global

Marma Text Corpus

Marma language sentences with original and normalized text forms, supporting language technology development for this Tibeto-Burman language.

License: CC-BY-NC-SA-4.0

Locale: rmz

Task: LM

Format: TSV

Size: 188.92 KB

Community

Araina Text Corpus (Occitan Aranese)

Text corpus in Aranese variety of Gascon dialect of Occitan

License: CC0-1.0

Locale: oc

Task: LM

Format: txt

Size: 22.97 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

MDC DatasetsCompensated

🚧 Khowar Multimodal Dataset 🚧

A Khowar multimodal dataset with 10 hours of synchronized video, audio, transcriptions, speech segmentation, and ELAN annotations.

License: MDC DLA 1.0

Locale: khw, en

Task: NLP

Format: MP4, WAV, EAF

Size: 167.23 GB

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

Community

Oro_Word

Afaan Oromoo word-level speech dataset collected to support open-source speech recognition and text-to-speech technology.

License: CC0-1.0

Locale: om

Task: TTS

Format: .WAV, CSV

Size: 1.28 MB