listen-windy-lingua-mn

WindyWord.ai STT — Mongolian Lingua (GPU (safetensors))

Part of the Windstorm Labs open model catalogue. Scores, licence and attribution for every model: https://windytranslate.com/models/listen-windy-lingua-mn

Transcribes Mongolian speech (Mongolic).

Note: Replaces a previous community Mongolian fine-tune that audited as broken (index error on first sample). Now derived from Ganaa0614/whisper-small-mongolian-ver_0.1 (top community Mongolian Whisper by downloads). Verified post-upload at WER 57.7% / CER 17.3% / script-match 100% on 20-sample FLEURS mn_mn — MARGINAL tier (functional, with hesitation on rare vocabulary). Tokenizer/preprocessor files filled in from openai/whisper-small since the upstream fine-tune omits them.

Quality

• FLEURS WER: 100.0% (50-sample audit)
• CER: 1.0
• Band: unusable-gap
• Source: our 50-sample FLEURS screening (not a publication result)

About this variant

This is the safetensors deployment format of our Mongolian Lingua STT model. Load it via the safetensors/ subfolder.

Part of the WindyWord.ai STT fleet — covering 35+ languages that commercial speech-to-text APIs underserve, with proper dialect / script disclosures where they matter.

Usage

from transformers import WhisperForConditionalGeneration, WhisperProcessor
processor = WhisperProcessor.from_pretrained("WindyWord/listen-windy-lingua-mn", subfolder="safetensors")
model = WhisperForConditionalGeneration.from_pretrained("WindyWord/listen-windy-lingua-mn", subfolder="safetensors")

Apps

The Windy Word apps are built on this model family.

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Provenance & License

Weights derived from Ganaa0614/whisper-small-mongolian-ver_0.1 (community fine-tune by Ganaa0614; identified from this repository's commit history and config.json). Licensed Apache-2.0 upstream; this redistribution is released under the same licence.