zafarrr/uzbek-stt-fastconformer-v1.2

O'zbek nutqni aniqlash modeli (ASR) — FastConformer v1.2

114M parametrli FastConformer Hybrid RNNT-CTC modeli. O'zbek tilida nutqni matnga aylantiradi.

Natijalar

Metrika	Qiymat
WER	8.31%
Trening ma'lumot	104 soat
Parametrlar	114M

Ishlatish

import nemo.collections.asr as nemo_asr

model = nemo_asr.models.EncDecHybridRNNTCTCBPEModel.restore_from("uzbek_stt_v12.nemo")
model.eval()

natija = model.transcribe(["audio.wav"])
print(natija[0])

Kod

github.com/zafaruralov/uzbek-stt