pgilles/vowel-classifier-hubert

Vowel classifier for Luxembourgish

This model can be use to classify audio input for certain vowels of Luxembourgish (aː, oː, eː, ɑɪ, æːɪ, ɜɪ, əʊ, æːɪ, æːʊ).

Classification report

Label	Precision	Recall	F1-Score	Support
aː	0.9427	0.9322	0.9374	1623
eː	0.9323	0.9127	0.9224	951
oː	0.9167	0.9167	0.9167	720
æːɪ	0.8868	0.8753	0.8810	385
æːʊ	0.6047	0.7602	0.6736	171
ɑɪ	0.9067	0.9101	0.9084	534
ɑʊ	0.6821	0.6244	0.6520	213
əʊ	0.8216	0.7991	0.8102	219
ɜɪ	0.8746	0.9033	0.8887	641
accuracy	0.8944	0.8944	0.8944	-
macro avg	0.8409	0.8482	0.8434	5457
weighted avg	0.8964	0.8944	0.8950	5457

Confusion matrix

See https://github.com/PeterGilles/luxembourgish-vowel-classifier for a sample application.