Datasets
DATASETHugging Face
5/5

Dataset

Southern Ndebele(nbl)Speechtext-classification, token-classification, table-question-answering, question-answering, zero-shot-classification, translation, summarization, feature-extraction, text-generation, text2text-generation, fill-mask, sentence-similarity, text-to-speech, text-to-audio, automatic-speech-recognition, audio-to-audio, audio-classification, voice-activity-detection, depth-estimation, image-classification, object-detection, image-segmentation, text-to-image, image-to-image, unconditional-image-generation, multiple-choice, image-to-text, image-to-video, video-classification, reinforcement-learning, robotics, tabular-classification, tabular-regression, tabular-to-text, table-to-text, text-retrieval, time-series-forecasting, text-to-video, visual-question-answering, zero-shot-image-classification, graph-ml, mask-generation, zero-shot-object-detection, text-to-3d, image-to-3d, image-feature-extraction, video-text-to-textSouthern Africa
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Dataset Info

Language
Southern Ndebele (nbl)
Modality
Speech
Domain
speech (News, Health, Legal, Social Media)
Size
n>1T n (samples)
Institution
dijihax
Last Updated
27 Oct 2026

License & Access

SPDX identifierapache-2.0

Open — attribution required; commercial use allowed.

RedistributionYes

PII RISK

Unknown risk

Full Record

22 of 46 fields stated

Every column the registry tracks. Values marked derivedwere filled by a rule or read from the source's text rather than stated in its metadata; the rule or the quoted sentence is shown under the value.

Registry columns (16/27)

iso code
nbl
Dataset name
Dataset
Modality
Speech
Type
dataset
Link
https://huggingface.co/datasets/dijihax/Dataset
NLP Task
text-classification, token-classification, table-question-answering, question-answering, zero-shot-classification, translation, summarization, feature-extractio…
Domain
speech (News, Health, Legal, Social Media)
Data Format
Not stated
Size Metric
n (samples)
Size Value
n>1T n (samples)
License
apache-2.0
Open Access
Open
Source Repository
Hugging Face
Year Published
2024
Creator/Author(s)
dijihax
Funder/Partner
Not stated
Dialect Coverage
Not stated
Gender Balance
Not stated
Speaker Count
Not stated
Annotation Type
Not stated
Status
Activederivedupdated or published within 3 years
Has Datasheet
Not stated
PII Risk
Not stated
Consent Verified
Not stated
Verified By
Not stated
Date Indexed
2026-10-27
Notes / Flags
Not stated

Quality (DQI) (4/12)

Datasheet Fields Completed
Not stated
SPDX License ID
Apache-2.0
Redistribution Allowed?
Yes
Content Hash
Not stated
Submitted By
hf_data pipeline (automated)
Fetch Date
2026-10-27
Last Updated Date
Not stated
Annotation Guidelines Available?
Not stated
IAA Score
Not stated
Cleaning Notes
Not stated
Benchmark Exists?
Not stated
Benchmark Citation
Not stated

Representativeness (DRI) (2/7)

Gender Distribution
Not stated
Region Coverage
Not stated
Region Distribution
Not stated
Age Range Coverage
Not stated
Register
Spoken
Marginalized Group Note
Not stated
Demographic Fields Reported Count
0

Readiness Score Breakdown

5/5
Data Coverage100%
Model Availability100%
Benchmarks100%
Documentation64%
Recency100%

Representativeness

Gender Balance
Regional Distribution
Dialect Coverage
Inclusivity

Provenance

Source URL
https://huggingface.co/datasets/dijihax/Dataset
Fetch Timestamp
27 Oct 2026
Content Hash
—

Audit Log

Record indexed from Hugging Face

27 Oct 2026

Source status: Active

27 Oct 2026

Also Available In

This is the same multilingual corpus, sliced for other languages the platform indexes it under.

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text-classification, token-classification, table-question-answering, question-answering, zero-shot-classification, translation, summarization, feature-extrac…

29 languagesAkan(aka)Speechtext-classification, token-classification, table-question-answering, question-answering, zero-shot-classification, translation, summarization, feature-extraction, text-generation, text2text-generation, fill-mask, sentence-similarity, text-to-speech, text-to-audio, automatic-speech-recognition, audio-to-audio, audio-classification, voice-activity-detection, depth-estimation, image-classification, object-detection, image-segmentation, text-to-image, image-to-image, unconditional-image-generation, multiple-choice, image-to-text, image-to-video, video-classification, reinforcement-learning, robotics, tabular-classification, tabular-regression, tabular-to-text, table-to-text, text-retrieval, time-series-forecasting, text-to-video, visual-question-answering, zero-shot-image-classification, graph-ml, mask-generation, zero-shot-object-detection, text-to-3d, image-to-3d, image-feature-extraction, video-text-to-text
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text-classification, token-classification, table-question-answering, question-answering, zero-shot-classification, translation, summarization, feature-extrac…

29 languagesAmharic(amh)Speechtext-classification, token-classification, table-question-answering, question-answering, zero-shot-classification, translation, summarization, feature-extraction, text-generation, text2text-generation, fill-mask, sentence-similarity, text-to-speech, text-to-audio, automatic-speech-recognition, audio-to-audio, audio-classification, voice-activity-detection, depth-estimation, image-classification, object-detection, image-segmentation, text-to-image, image-to-image, unconditional-image-generation, multiple-choice, image-to-text, image-to-video, video-classification, reinforcement-learning, robotics, tabular-classification, tabular-regression, tabular-to-text, table-to-text, text-retrieval, time-series-forecasting, text-to-video, visual-question-answering, zero-shot-image-classification, graph-ml, mask-generation, zero-shot-object-detection, text-to-3d, image-to-3d, image-feature-extraction, video-text-to-text
HUHugging Face
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text-classification, token-classification, table-question-answering, question-answering, zero-shot-classification, translation, summarization, feature-extrac…

29 languagesArabic(ara)Speechtext-classification, token-classification, table-question-answering, question-answering, zero-shot-classification, translation, summarization, feature-extraction, text-generation, text2text-generation, fill-mask, sentence-similarity, text-to-speech, text-to-audio, automatic-speech-recognition, audio-to-audio, audio-classification, voice-activity-detection, depth-estimation, image-classification, object-detection, image-segmentation, text-to-image, image-to-image, unconditional-image-generation, multiple-choice, image-to-text, image-to-video, video-classification, reinforcement-learning, robotics, tabular-classification, tabular-regression, tabular-to-text, table-to-text, text-retrieval, time-series-forecasting, text-to-video, visual-question-answering, zero-shot-image-classification, graph-ml, mask-generation, zero-shot-object-detection, text-to-3d, image-to-3d, image-feature-extraction, video-text-to-text
HUHugging Face
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29 languagesBambara(bam)Speechtext-classification, token-classification, table-question-answering, question-answering, zero-shot-classification, translation, summarization, feature-extraction, text-generation, text2text-generation, fill-mask, sentence-similarity, text-to-speech, text-to-audio, automatic-speech-recognition, audio-to-audio, audio-classification, voice-activity-detection, depth-estimation, image-classification, object-detection, image-segmentation, text-to-image, image-to-image, unconditional-image-generation, multiple-choice, image-to-text, image-to-video, video-classification, reinforcement-learning, robotics, tabular-classification, tabular-regression, tabular-to-text, table-to-text, text-retrieval, time-series-forecasting, text-to-video, visual-question-answering, zero-shot-image-classification, graph-ml, mask-generation, zero-shot-object-detection, text-to-3d, image-to-3d, image-feature-extraction, video-text-to-text
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29 languagesEwe(ewe)Speechtext-classification, token-classification, table-question-answering, question-answering, zero-shot-classification, translation, summarization, feature-extraction, text-generation, text2text-generation, fill-mask, sentence-similarity, text-to-speech, text-to-audio, automatic-speech-recognition, audio-to-audio, audio-classification, voice-activity-detection, depth-estimation, image-classification, object-detection, image-segmentation, text-to-image, image-to-image, unconditional-image-generation, multiple-choice, image-to-text, image-to-video, video-classification, reinforcement-learning, robotics, tabular-classification, tabular-regression, tabular-to-text, table-to-text, text-retrieval, time-series-forecasting, text-to-video, visual-question-answering, zero-shot-image-classification, graph-ml, mask-generation, zero-shot-object-detection, text-to-3d, image-to-3d, image-feature-extraction, video-text-to-text
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29 languagesFula(ful)Speechtext-classification, token-classification, table-question-answering, question-answering, zero-shot-classification, translation, summarization, feature-extraction, text-generation, text2text-generation, fill-mask, sentence-similarity, text-to-speech, text-to-audio, automatic-speech-recognition, audio-to-audio, audio-classification, voice-activity-detection, depth-estimation, image-classification, object-detection, image-segmentation, text-to-image, image-to-image, unconditional-image-generation, multiple-choice, image-to-text, image-to-video, video-classification, reinforcement-learning, robotics, tabular-classification, tabular-regression, tabular-to-text, table-to-text, text-retrieval, time-series-forecasting, text-to-video, visual-question-answering, zero-shot-image-classification, graph-ml, mask-generation, zero-shot-object-detection, text-to-3d, image-to-3d, image-feature-extraction, video-text-to-text
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text-classification, token-classification, table-question-answering, question-answering, zero-shot-classification, translation, summarization, feature-extrac…

29 languagesHerero(her)Speechtext-classification, token-classification, table-question-answering, question-answering, zero-shot-classification, translation, summarization, feature-extraction, text-generation, text2text-generation, fill-mask, sentence-similarity, text-to-speech, text-to-audio, automatic-speech-recognition, audio-to-audio, audio-classification, voice-activity-detection, depth-estimation, image-classification, object-detection, image-segmentation, text-to-image, image-to-image, unconditional-image-generation, multiple-choice, image-to-text, image-to-video, video-classification, reinforcement-learning, robotics, tabular-classification, tabular-regression, tabular-to-text, table-to-text, text-retrieval, time-series-forecasting, text-to-video, visual-question-answering, zero-shot-image-classification, graph-ml, mask-generation, zero-shot-object-detection, text-to-3d, image-to-3d, image-feature-extraction, video-text-to-text
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29 languagesIgbo(ibo)Speechtext-classification, token-classification, table-question-answering, question-answering, zero-shot-classification, translation, summarization, feature-extraction, text-generation, text2text-generation, fill-mask, sentence-similarity, text-to-speech, text-to-audio, automatic-speech-recognition, audio-to-audio, audio-classification, voice-activity-detection, depth-estimation, image-classification, object-detection, image-segmentation, text-to-image, image-to-image, unconditional-image-generation, multiple-choice, image-to-text, image-to-video, video-classification, reinforcement-learning, robotics, tabular-classification, tabular-regression, tabular-to-text, table-to-text, text-retrieval, time-series-forecasting, text-to-video, visual-question-answering, zero-shot-image-classification, graph-ml, mask-generation, zero-shot-object-detection, text-to-3d, image-to-3d, image-feature-extraction, video-text-to-text
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29 languagesGikuyu(kik)Speechtext-classification, token-classification, table-question-answering, question-answering, zero-shot-classification, translation, summarization, feature-extraction, text-generation, text2text-generation, fill-mask, sentence-similarity, text-to-speech, text-to-audio, automatic-speech-recognition, audio-to-audio, audio-classification, voice-activity-detection, depth-estimation, image-classification, object-detection, image-segmentation, text-to-image, image-to-image, unconditional-image-generation, multiple-choice, image-to-text, image-to-video, video-classification, reinforcement-learning, robotics, tabular-classification, tabular-regression, tabular-to-text, table-to-text, text-retrieval, time-series-forecasting, text-to-video, visual-question-answering, zero-shot-image-classification, graph-ml, mask-generation, zero-shot-object-detection, text-to-3d, image-to-3d, image-feature-extraction, video-text-to-text
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29 languagesKinyarwanda(kin)Speechtext-classification, token-classification, table-question-answering, question-answering, zero-shot-classification, translation, summarization, feature-extraction, text-generation, text2text-generation, fill-mask, sentence-similarity, text-to-speech, text-to-audio, automatic-speech-recognition, audio-to-audio, audio-classification, voice-activity-detection, depth-estimation, image-classification, object-detection, image-segmentation, text-to-image, image-to-image, unconditional-image-generation, multiple-choice, image-to-text, image-to-video, video-classification, reinforcement-learning, robotics, tabular-classification, tabular-regression, tabular-to-text, table-to-text, text-retrieval, time-series-forecasting, text-to-video, visual-question-answering, zero-shot-image-classification, graph-ml, mask-generation, zero-shot-object-detection, text-to-3d, image-to-3d, image-feature-extraction, video-text-to-text
HUHugging Face
Open27 Oct 2026
dataset

Dataset

text-classification, token-classification, table-question-answering, question-answering, zero-shot-classification, translation, summarization, feature-extrac…

29 languagesKongo(kon)Speechtext-classification, token-classification, table-question-answering, question-answering, zero-shot-classification, translation, summarization, feature-extraction, text-generation, text2text-generation, fill-mask, sentence-similarity, text-to-speech, text-to-audio, automatic-speech-recognition, audio-to-audio, audio-classification, voice-activity-detection, depth-estimation, image-classification, object-detection, image-segmentation, text-to-image, image-to-image, unconditional-image-generation, multiple-choice, image-to-text, image-to-video, video-classification, reinforcement-learning, robotics, tabular-classification, tabular-regression, tabular-to-text, table-to-text, text-retrieval, time-series-forecasting, text-to-video, visual-question-answering, zero-shot-image-classification, graph-ml, mask-generation, zero-shot-object-detection, text-to-3d, image-to-3d, image-feature-extraction, video-text-to-text
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29 languagesOshiwambo(kua)Speechtext-classification, token-classification, table-question-answering, question-answering, zero-shot-classification, translation, summarization, feature-extraction, text-generation, text2text-generation, fill-mask, sentence-similarity, text-to-speech, text-to-audio, automatic-speech-recognition, audio-to-audio, audio-classification, voice-activity-detection, depth-estimation, image-classification, object-detection, image-segmentation, text-to-image, image-to-image, unconditional-image-generation, multiple-choice, image-to-text, image-to-video, video-classification, reinforcement-learning, robotics, tabular-classification, tabular-regression, tabular-to-text, table-to-text, text-retrieval, time-series-forecasting, text-to-video, visual-question-answering, zero-shot-image-classification, graph-ml, mask-generation, zero-shot-object-detection, text-to-3d, image-to-3d, image-feature-extraction, video-text-to-text
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text-classification, token-classification, table-question-answering, question-answering, zero-shot-classification, translation, summarization, feature-extrac…

29 languagesLingala(lin)Speechtext-classification, token-classification, table-question-answering, question-answering, zero-shot-classification, translation, summarization, feature-extraction, text-generation, text2text-generation, fill-mask, sentence-similarity, text-to-speech, text-to-audio, automatic-speech-recognition, audio-to-audio, audio-classification, voice-activity-detection, depth-estimation, image-classification, object-detection, image-segmentation, text-to-image, image-to-image, unconditional-image-generation, multiple-choice, image-to-text, image-to-video, video-classification, reinforcement-learning, robotics, tabular-classification, tabular-regression, tabular-to-text, table-to-text, text-retrieval, time-series-forecasting, text-to-video, visual-question-answering, zero-shot-image-classification, graph-ml, mask-generation, zero-shot-object-detection, text-to-3d, image-to-3d, image-feature-extraction, video-text-to-text
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text-classification, token-classification, table-question-answering, question-answering, zero-shot-classification, translation, summarization, feature-extrac…

29 languagesLuba-Katanga(lub)Speechtext-classification, token-classification, table-question-answering, question-answering, zero-shot-classification, translation, summarization, feature-extraction, text-generation, text2text-generation, fill-mask, sentence-similarity, text-to-speech, text-to-audio, automatic-speech-recognition, audio-to-audio, audio-classification, voice-activity-detection, depth-estimation, image-classification, object-detection, image-segmentation, text-to-image, image-to-image, unconditional-image-generation, multiple-choice, image-to-text, image-to-video, video-classification, reinforcement-learning, robotics, tabular-classification, tabular-regression, tabular-to-text, table-to-text, text-retrieval, time-series-forecasting, text-to-video, visual-question-answering, zero-shot-image-classification, graph-ml, mask-generation, zero-shot-object-detection, text-to-3d, image-to-3d, image-feature-extraction, video-text-to-text
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Dataset

text-classification, token-classification, table-question-answering, question-answering, zero-shot-classification, translation, summarization, feature-extrac…

29 languagesLuganda(lug)Speechtext-classification, token-classification, table-question-answering, question-answering, zero-shot-classification, translation, summarization, feature-extraction, text-generation, text2text-generation, fill-mask, sentence-similarity, text-to-speech, text-to-audio, automatic-speech-recognition, audio-to-audio, audio-classification, voice-activity-detection, depth-estimation, image-classification, object-detection, image-segmentation, text-to-image, image-to-image, unconditional-image-generation, multiple-choice, image-to-text, image-to-video, video-classification, reinforcement-learning, robotics, tabular-classification, tabular-regression, tabular-to-text, table-to-text, text-retrieval, time-series-forecasting, text-to-video, visual-question-answering, zero-shot-image-classification, graph-ml, mask-generation, zero-shot-object-detection, text-to-3d, image-to-3d, image-feature-extraction, video-text-to-text
HUHugging Face
Open27 Oct 2026
dataset

Dataset

text-classification, token-classification, table-question-answering, question-answering, zero-shot-classification, translation, summarization, feature-extrac…

29 languagesMalagasy(mlg)Speechtext-classification, token-classification, table-question-answering, question-answering, zero-shot-classification, translation, summarization, feature-extraction, text-generation, text2text-generation, fill-mask, sentence-similarity, text-to-speech, text-to-audio, automatic-speech-recognition, audio-to-audio, audio-classification, voice-activity-detection, depth-estimation, image-classification, object-detection, image-segmentation, text-to-image, image-to-image, unconditional-image-generation, multiple-choice, image-to-text, image-to-video, video-classification, reinforcement-learning, robotics, tabular-classification, tabular-regression, tabular-to-text, table-to-text, text-retrieval, time-series-forecasting, text-to-video, visual-question-answering, zero-shot-image-classification, graph-ml, mask-generation, zero-shot-object-detection, text-to-3d, image-to-3d, image-feature-extraction, video-text-to-text
HUHugging Face
Open27 Oct 2026

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