# MERaLiON/MERaLiON-SER-v1

Model from Hugging Face for feature extraction: MERaLiON/MERaLiON-SER-v1 · transformers

## Facts

- Type: Embedding
- Task: feature-extraction
- Framework: transformers
- License: unknown
- Source: unknown
- Hosting: hosted (8 files)
- Files: 8 hosted of 22 listed
- File counts: "listed" is every file in the source repository; only hosted files download from Hugging Bay, and the download plan lists the files it selects for one download, so its count can differ.
- Hosted here: 8 files, 3.08 GB
- Full repo upstream: 3.09 GB
- Recommended file: 3.08 GB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-meralion-meralion-ser-v1/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-meralion-meralion-ser-v1/download-plan)
- Per-file SHA-256: available for 8 of 8 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-meralion-meralion-ser-v1/files?limit=100
- Run-ready: no (Hugging Bay has not certified a run path for this model; hosted bytes are downloadable and hash-checkable only)
- Peer-assisted fallbacks: 0 verified, 0 pending review
- Downloads: 18291
- Stars: 14
- Card completeness: 92%

## Description

External Hugging Face catalog record for MERaLiON/MERaLiON-SER-v1. Task: feature extraction. Library: transformers. Languages: en, zh, ms, ta, id, th, vi. Popularity signal at import: 18,291 downloads and 14 likes.

## Model Card Facts

- Declared license: other
- Pipeline: feature-extraction
- Library: transformers
- Task categories: feature-extraction
- Languages: en, zh, ms, ta, id, th, vi
- Paper ids: 2511.04914
- File hints: 16 upstream file samples

## Referenced Data

- Paper: 2511.04914

## File Hints

- .gitattributes (429 B)
- EngEval_8models.png (769 KB) LFS
- MERaLiON-Public-Licence-SER-V1.pdf (369 KB) LFS
- README.md (10 KB)
- SG_UAR_4plots.pdf (59 KB) LFS
- SG_UAR_4plots.png (1.2 MB) LFS
- SG_UAR_4plots_8models.png (1.4 MB) LFS
- __pycache__/configuration_ser_whisper_ecapa.cpython-312.pyc (1.1 KB)
- __pycache__/modeling_ser_whisper_ecapa.cpython-312.pyc (25 KB)
- added_tokens.json (34 KB)
- config.json (883 B)
- configuration_ser_whisper_ecapa.py (853 B)

## Quality Checklist

- Summary: passed
- Description: passed
- Model card metadata: passed
- License: review
- Provenance: missing
- File inventory: passed
- Hosted bytes: passed
- Scan result: passed
- Manifest signature: passed

## Safety Notes

- External catalog metadata imported from Hugging Face public API on 2026-09-21T08:51:27.794Z.
- Upstream license: other. Mirror admission policy: permissive (owner policy; no license rights inferred).
- Not a run kit: hosted, hash-checked bytes only; run readiness is not certified for this model yet.

## Actions

- Web: https://huggingbay.xyz/artifact/hf-model-meralion-meralion-ser-v1
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-meralion-meralion-ser-v1/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-meralion-meralion-ser-v1/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-meralion-meralion-ser-v1/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-meralion-meralion-ser-v1
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-meralion-meralion-ser-v1/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-meralion-meralion-ser-v1&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-meralion-meralion-ser-v1/decentralized-fallbacks