Modelpublic

3dio-ai/svale-110M

sourceHugging Faceotherupdated 13d agoView on Hugging Face

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Model Card

svale-110M

Danish speech recognition for CPU. nvidia/parakeet-rnnt-110m-da-dk fine-tuned on 2,850 h of public Danish speech (CoRal-v3, FTSpeech, Common Voice, FLEURS, YODAS; train splits only). Lowercase, no punctuation. 16x realtime on 8 CPU threads.

WER, Danish ASR leaderboard normaliser:

CoRal conversation	CoRal read-aloud	FTSpeech	Common Voice	FLEURS	mean
26.74	11.52	7.33	9.52	9.63	12.95

Use

python

from huggingface_hub import hf_hub_download
import nemo.collections.asr as nemo_asr

model = nemo_asr.models.ASRModel.restore_from(hf_hub_download("3dio-ai/svale-110M", "svale-110M.nemo"))
print(model.transcribe(["audio.wav"]))

NeMo 2.1+, 16 kHz mono.

Licence

NVIDIA Open Model License. CoRal OpenRAIL-D use restrictions apply: no speech synthesis, no biometric identification.