Datasets
DATASETHugging Face
5/5

sib-fleurs

Bemba(bem)Audioaudio-classification, automatic-speech-recognition, audio-text-to-text, text-to-speech, question-answering, document-question-answeringEast Africa
View Source

Dataset Info

Language
Bemba (bem)
Modality
Audio
Domain
speech (Health, Social Media)
Size
94449
Institution
WueNLP
Last Updated
27 Oct 2026

License & Access

SPDX identifiercc-by-sa-4.0

Open — attribution required; commercial use allowed.

RedistributionYes

PII RISK

Unknown risk

Full Record

29 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 (20/27)

iso code
bem
Dataset name
sib-fleurs
Modality
Audio
Type
dataset
Link
https://huggingface.co/datasets/WueNLP/sib-fleurs
NLP Task
audio-classification, automatic-speech-recognition, audio-text-to-text, text-to-speech, question-answering, document-question-answering
Domain
speech (Health, Social Media)
Data Format
parquet
Size Metric
Examples
Size Value
94449derivedHugging Face card: dataset_info split sizes
License
cc-by-sa-4.0
Open Access
Open
Source Repository
Hugging Face
Year Published
2024
Creator/Author(s)
WueNLP
Funder/Partner
Meta
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
YesderivedHugging Face card: README with a description of 300+ characters
PII Risk
Not stated
Consent Verified
Not stated
Verified By
Not stated
Date Indexed
2026-10-27
Notes / Flags
Data format: parquet

Quality (DQI) (7/12)

Datasheet Fields Completed
Not stated
SPDX License ID
CC-BY-SA-4.0
Redistribution Allowed?
Yes
Content Hash
cca3194c3b179faec8b67a05d1a8d4ab47390e7aderivedHugging Face card: commit sha
Submitted By
hf_data pipeline (automated)
Fetch Date
2026-10-27
Last Updated Date
2025-05-07derivedHugging Face card: lastModified
Annotation Guidelines Available?
Not stated
IAA Score
Not stated
Cleaning Notes
Below is an example of how to use the provided functions for selecting utterances from the Sib-Fleurs dataset according to different criteria (e.g. minimizing o…derivedHugging Face card: "### Preprocessing Below is an example of how to use the provided functions for selecting utterances from the Sib-Fleurs dataset according to different criteria (e.g. minimizing or maximizing CER, or …"
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%
Documentation86%
Recency100%

Representativeness

Gender Balance
Regional Distribution
Dialect Coverage
Inclusivity

Provenance

Source URL
https://huggingface.co/datasets/WueNLP/sib-fleurs
Fetch Timestamp
27 Oct 2026
Content Hash
cca3194c3b179faec8b67a05d1a8d4ab47390e7a

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.

dataset

sib-fleurs

Data format: parquet

54 languagesTunisian Arabic(aeb)Audioaudio-classification, automatic-speech-recognition, audio-text-to-text, text-to-speech, question-answering, document-question-answering
HUHugging Face
Open27 Oct 2026
dataset

sib-fleurs

Data format: parquet

54 languagesAfrikaans(afr)Audioaudio-classification, automatic-speech-recognition, audio-text-to-text, text-to-speech, question-answering, document-question-answering
HUHugging Face
Open27 Oct 2026
dataset

sib-fleurs

Data format: parquet

54 languagesAmharic(amh)Audioaudio-classification, automatic-speech-recognition, audio-text-to-text, text-to-speech, question-answering, document-question-answering
HUHugging Face
Open27 Oct 2026
dataset

sib-fleurs

Data format: parquet

54 languagesMoroccan Arabic (Darija)(ary)Audioaudio-classification, automatic-speech-recognition, audio-text-to-text, text-to-speech, question-answering, document-question-answering
HUHugging Face
Open27 Oct 2026
dataset

sib-fleurs

Data format: parquet

54 languagesEgyptian Arabic(arz)Audioaudio-classification, automatic-speech-recognition, audio-text-to-text, text-to-speech, question-answering, document-question-answering
HUHugging Face
Open27 Oct 2026
dataset

sib-fleurs

Data format: parquet

54 languagesBambara(bam)Audioaudio-classification, automatic-speech-recognition, audio-text-to-text, text-to-speech, question-answering, document-question-answering
HUHugging Face
Open27 Oct 2026
dataset

sib-fleurs

Data format: parquet

54 languagesChokwe(cjk)Audioaudio-classification, automatic-speech-recognition, audio-text-to-text, text-to-speech, question-answering, document-question-answering
HUHugging Face
Open27 Oct 2026
dataset

sib-fleurs

Data format: parquet

54 languagesDinka (Southwestern)(dik)Audioaudio-classification, automatic-speech-recognition, audio-text-to-text, text-to-speech, question-answering, document-question-answering
HUHugging Face
Open27 Oct 2026
dataset

sib-fleurs

Data format: parquet

54 languagesDyula(dyu)Audioaudio-classification, automatic-speech-recognition, audio-text-to-text, text-to-speech, question-answering, document-question-answering
HUHugging Face
Open27 Oct 2026
dataset

sib-fleurs

Data format: parquet

54 languagesEwe(ewe)Audioaudio-classification, automatic-speech-recognition, audio-text-to-text, text-to-speech, question-answering, document-question-answering
HUHugging Face
Open27 Oct 2026
dataset

sib-fleurs

Data format: parquet

54 languagesFon(fon)Audioaudio-classification, automatic-speech-recognition, audio-text-to-text, text-to-speech, question-answering, document-question-answering
HUHugging Face
Open27 Oct 2026
dataset

sib-fleurs

Data format: parquet

54 languagesNigerian Fulfulde(fuv)Audioaudio-classification, automatic-speech-recognition, audio-text-to-text, text-to-speech, question-answering, document-question-answering
HUHugging Face
Open27 Oct 2026
dataset

sib-fleurs

Data format: parquet

54 languagesWest Central Oromo(gaz)Audioaudio-classification, automatic-speech-recognition, audio-text-to-text, text-to-speech, question-answering, document-question-answering
HUHugging Face
Open27 Oct 2026
dataset

sib-fleurs

Data format: parquet

54 languagesHausa(hau)Audioaudio-classification, automatic-speech-recognition, audio-text-to-text, text-to-speech, question-answering, document-question-answering
HUHugging Face
Open27 Oct 2026
dataset

sib-fleurs

Data format: parquet

54 languagesIgbo(ibo)Audioaudio-classification, automatic-speech-recognition, audio-text-to-text, text-to-speech, question-answering, document-question-answering
HUHugging Face
Open27 Oct 2026
dataset

sib-fleurs

Data format: parquet

54 languagesAmazigh(kab)Audioaudio-classification, automatic-speech-recognition, audio-text-to-text, text-to-speech, question-answering, document-question-answering
HUHugging Face
Open27 Oct 2026
dataset

sib-fleurs

Data format: parquet

54 languagesKamba(kam)Audioaudio-classification, automatic-speech-recognition, audio-text-to-text, text-to-speech, question-answering, document-question-answering
HUHugging Face
Open27 Oct 2026
dataset

sib-fleurs

Data format: parquet

54 languagesKabiye(kbp)Audioaudio-classification, automatic-speech-recognition, audio-text-to-text, text-to-speech, question-answering, document-question-answering
HUHugging Face
Open27 Oct 2026
dataset

sib-fleurs

Data format: parquet

54 languagesKabuverdianu(kea)Audioaudio-classification, automatic-speech-recognition, audio-text-to-text, text-to-speech, question-answering, document-question-answering
HUHugging Face
Open27 Oct 2026
dataset

sib-fleurs

Data format: parquet

54 languagesGikuyu(kik)Audioaudio-classification, automatic-speech-recognition, audio-text-to-text, text-to-speech, question-answering, document-question-answering
HUHugging Face
Open27 Oct 2026

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