This model is a fine-tuned version of facebook/wav2vec2-xls-r-300m on the common_voice_16_1 dataset. It achieves the following results on the evaluation set:

Loss: 0.2368
Wer: 0.2462

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 0.0003
train_batch_size: 32
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 0.1
num_epochs: 10
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Wer
1.9325	0.29	400	0.6568	0.7114
0.5559	0.58	800	0.4940	0.5587
0.4528	0.88	1200	0.4380	0.5008
0.3921	1.17	1600	0.3801	0.4465
0.3669	1.46	2000	0.3550	0.4367
0.3463	1.75	2400	0.3619	0.4440
0.323	2.05	2800	0.3476	0.4118
0.2872	2.34	3200	0.3208	0.3960
0.2836	2.63	3600	0.3069	0.3842
0.2728	2.92	4000	0.3072	0.3679
0.2486	3.21	4400	0.3287	0.3833
0.2347	3.51	4800	0.3266	0.3781
0.2309	3.8	5200	0.3005	0.3650
0.2202	4.09	5600	0.2916	0.3489
0.206	4.38	6000	0.2975	0.3390
0.1971	4.67	6400	0.2901	0.3377
0.1938	4.97	6800	0.2612	0.3188
0.1788	5.26	7200	0.2676	0.3183
0.169	5.55	7600	0.2691	0.3140
0.167	5.84	8000	0.2658	0.3099
0.1551	6.14	8400	0.2643	0.2986
0.1437	6.43	8800	0.2667	0.2998
0.1407	6.72	9200	0.2579	0.2955
0.1344	7.01	9600	0.2415	0.2820
0.122	7.3	10000	0.2476	0.2776
0.1205	7.6	10400	0.2555	0.2745
0.1169	7.89	10800	0.2400	0.2660
0.1071	8.18	11200	0.2537	0.2630
0.1041	8.47	11600	0.2466	0.2638
0.0994	8.77	12000	0.2413	0.2582
0.0925	9.06	12400	0.2340	0.2527
0.0877	9.35	12800	0.2393	0.2515
0.0859	9.64	13200	0.2418	0.2489
0.0847	9.93	13600	0.2368	0.2462

Framework versions

Transformers 4.38.2
Pytorch 2.2.2+cu121
Datasets 2.17.1
Tokenizers 0.15.2

tgrhn/wav2vec2-turkish-300m

wav2vec-turkish-1b

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

tgrhn/
wav2vec2-turkish-300m