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whitebemail/
test_last_transformer_1

Name: test_last_transformer_1
Availability: InStock

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test_last_transformer_1

This model is a fine-tuned version of facebook/wav2vec2-base on the timit_asr 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	Cer
6.5814	0.4	100	3.4669	0.8825
2.9541	0.8	200	2.1664	0.6831
1.313	1.2	300	0.7007	0.2299
0.6578	1.61	400	0.4822	0.1815
0.5294	2.01	500	0.4487	0.1603
0.4607	2.41	600	0.3862	0.1441
0.4404	2.81	700	0.3722	0.1443
0.4014	3.21	800	0.3643	0.1335
0.4038	3.61	900	0.3462	0.1306
0.3876	4.02	1000	0.3295	0.1304
0.3461	4.42	1100	0.3139	0.1254
0.3414	4.82	1200	0.3010	0.1231
0.3096	5.22	1300	0.3078	0.1230
0.305	5.62	1400	0.3273	0.1299
0.2868	6.02	1500	0.3016	0.1214
0.2535	6.43	1600	0.3022	0.1194
0.2596	6.83	1700	0.2980	0.1209
0.2414	7.23	1800	0.3130	0.1200
0.2174	7.63	1900	0.3076	0.1178
0.2214	8.03	2000	0.3021	0.1174
0.197	8.43	2100	0.3110	0.1182
0.193	8.84	2200	0.3169	0.1182
0.187	9.24	2300	0.3187	0.1185
0.1772	9.64	2400	0.3254	0.1178