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KasuleTrevor/
Swahili_100hrv2

Name: Swahili_100hrv2
Availability: InStock

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wav2vec2-large-sw-cv-100hr-v2

This model is a fine-tuned version of facebook/wav2vec2-large on an unknown dataset. It achieves the following results on the evaluation set:

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The following hyperparameters were used during training:

Training Loss	Epoch	Step	Validation Loss	Model Preparation Time	Wer	Cer
3.5004	1.0	1040	0.7862	0.004	0.6822	0.1909
0.4704	2.0	2080	0.5245	0.004	0.4970	0.1335
0.3202	3.0	3120	0.4288	0.004	0.3956	0.1066
0.2551	4.0	4160	0.3800	0.004	0.3644	0.0962
0.2213	5.0	5200	0.3481	0.004	0.3358	0.0911
0.2005	6.0	6240	0.3241	0.004	0.3101	0.0839
0.1911	7.0	7280	0.3535	0.004	0.3283	0.0924
0.1854	8.0	8320	0.3161	0.004	0.3002	0.0843
0.1819	9.0	9360	0.3181	0.004	0.3233	0.0964
0.1788	10.0	10400	0.3099	0.004	0.3086	0.0832
0.1796	11.0	11440	0.3245	0.004	0.3011	0.0827
0.1805	12.0	12480	0.3068	0.004	0.2967	0.0845
0.1791	13.0	13520	0.3163	0.004	0.3076	0.0864
0.1812	14.0	14560	0.3336	0.004	0.3104	0.0867
0.1844	15.0	15600	0.3257	0.004	0.3117	0.0864
0.1884	16.0	16640	0.3440	0.004	0.3136	0.0886
0.1979	17.0	17680	0.3444	0.004	0.3172	0.0899
0.2058	18.0	18720	0.3286	0.004	0.3456	0.1092
0.2114	19.0	19760	0.3603	0.004	0.3358	0.0969
0.2229	20.0	20800	0.3658	0.004	0.3301	0.0954
0.2275	21.0	21840	0.3849	0.004	0.3729	0.1197
0.2351	22.0	22880	0.3753	0.004	0.3488	0.1011