Models
MODELHugging Face
5/5

MMS-1B-all (Medumba adapter)

Medumba(byv)ASR / Wav2Vec2 + CTCWav2Vec2-XLS-RWav2Vec2ForCTC
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Model Info

Language
Medumba (byv)
Architecture
Wav2Vec2ForCTC
Institution
Meta AI - Vineel Pratap et al.
Last Updated
21 May 2026

Intended Use Cases

Multilingual ASR (1,162 langs)

License & Access

SPDX identifierCC-BY-NC 4.0

Open with restrictions — attribution required; some commercial or derivative use limited.

Provenance

Fetch Timestamp
21 May 2026
Submitter
Meta AI - Vineel Pratap et al.

Full Record

23 of 25 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 (17/18)

iso code
byv
Model Name
MMS-1B-all (Medumba adapter)
Where is it hosted
HuggingFace
Link
https://huggingface.co/facebook/mms-1b-all
Year
2023
Creator/Author(s)
Meta AI - Vineel Pratap et al.
Paper Reference
Pratap et al. 2023 (arXiv:2305.13516)
NLP Task
ASR / Wav2Vec2 + CTC
Architecture
Wav2Vec2ForCTCderivedHugging Face config: architectures / model_type
Base Model
Wav2Vec2-XLS-R
Fine-tuned?
Yes
License
CC-BY-NC 4.0
Open Access
Open
Has Model Card
Yes
SOTA Tasks
Multilingual ASR (1,162 langs)
Verified By
Not stated
Date Indexed
2026-05-21
Comment
Medumba adapter

Readiness (LRS) (6/7)

model id
mms-1b-all-medumba-adapter-byv
Model Type
ASRderivedHugging Face card: pipeline_tag
Training Data Sources
MMS-lab + FLEURS + CV + VP + MLS
Benchmark Used
MMS ASR Benchmark (Biafada adapter)derivedregistry benchmark records for this model
Benchmark Score
ASR WER for Biafada
Benchmark Date
2023
Status
Not stated

Readiness Score Breakdown

5/5
Data Coverage82%
Model Availability100%
Benchmarks100%
Documentation86%
Recency100%

Representativeness

Gender Balance
Regional Distribution
Dialect Coverage
Inclusivity
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