WindyWord.ai STT — Malay Lingua (CPU INT8 (CTranslate2))
Transcribes Malay speech (Austronesian > Malayo-Polynesian).
Quality
- FLEURS WER: 29.9% (50-sample audit)
- CER: 0.0713
- Tier: OK ⭐⭐⭐
- Source: WindyWord Grand Rounds v2 audit (50-sample FLEURS)
About this variant
This is the ct2-int8 deployment format of our Malay Lingua STT model. Load it via the ct2-int8/ 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-ms-ct2", subfolder="ct2-int8")
model = WhisperForConditionalGeneration.from_pretrained("WindyWord/listen-windy-lingua-ms-ct2", subfolder="ct2-int8")
Commercial Use
Visit windyword.ai for apps and API access.
Provenance & License
Weights derived from upstream community Whisper fine-tunes (see individual model card for exact lineage). Redistributed under Apache-2.0 (inherited).
Certified by Opus 4.6 Opus-Claw (Dr. C) on Veron-1 (RTX 5090, Mt Pleasant SC).