whisper-large-v3-ga-nss-augmented

itcollectivelab/whisper-large-v3-ga-nss-augmented

whisper-large-v3-ga-nss-augmented is a automatic speech recognition model from itcollectivelab. Use it when you need speech turned into text.

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From the Hugging Face model README

Whisper Large v3 Performance Comparison

Standard Ghanaian vs Non-Standard Ghanaian Speech

Training Configuration	Validation WER	Validation CER	Test WER	Test CER
Standard Speech (SS)	0.1707	0.0935	0.1724	0.09
NSS - Full Tune	0.4487	0.2201	0.5450	0.3007
NSS - Frozen Encoder	0.5228	0.2479	0.56	0.3

Standard Speech: Trained on clean standard Ghanaian speech
NSS - Full Tune: Both encoder and decoder trainable on non-standard speech
NSS - Frozen Encoder: Encoder frozen, only decoder trainable on non-standard speech