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patrickvonplaten/
wav2vec2-base-repro-timit

Name: wav2vec2-base-repro-timit
Availability: InStock

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wav2vec2-base-repro-timit

This model is a fine-tuned version of patrickvonplaten/wav2vec2-base-repro-960h-libri-85k-steps on the TIMIT_ASR - NA 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	Wer
5.9793	0.69	100	5.4532	1.0
2.9066	1.38	200	2.9070	1.0
2.2562	2.07	300	2.0323	1.0
1.5273	2.76	400	1.1510	0.8001
1.1085	3.45	500	0.9521	0.7053
0.813	4.14	600	0.8617	0.6702
0.8434	4.83	700	0.8068	0.6393
0.9631	5.52	800	0.7863	0.6248
0.707	6.21	900	0.7476	0.5973
0.5568	6.9	1000	0.7350	0.5911
0.6171	7.59	1100	0.7171	0.5841
0.7011	8.28	1200	0.7318	0.5798
0.5546	8.97	1300	0.7447	0.5767
0.4278	9.66	1400	0.7481	0.5650
0.3576	10.34	1500	0.7443	0.5713
0.5506	11.03	1600	0.7574	0.5664
0.4127	11.72	1700	0.8043	0.5631
0.3251	12.41	1800	0.7738	0.5550
0.3119	13.1	1900	0.7829	0.5516
0.4371	13.79	2000	0.8025	0.5556
0.3772	14.48	2100	0.8451	0.5559
0.2942	15.17	2200	0.8300	0.5556
0.2503	15.86	2300	0.8417	0.5541
0.3671	16.55	2400	0.8568	0.5528
0.3867	17.24	2500	0.8521	0.5510
0.2614	17.93	2600	0.8479	0.5523
0.2441	18.62	2700	0.8558	0.5494
0.3059	19.31	2800	0.8553	0.5474
0.3734	20.0	2900	0.8562	0.5484