Oyqiz jamoasi a'zolari tomonidan qilingan STT ning eng yaxshi versiyasi!
Foziljon To'lqinov, Shaxboz Zohidov, Abduraxim Jabborov, Yahyoxon Rahimov, Mahmud Jumanazarov
Bu model facebook/wav2vec2-xls-r-300m va MOZILLA-FOUNDATION/COMMON_VOICE_10_0 - UZ dataseti bilan 100ta epoxta o'qitilgan. O'qitish natijalari:
- Xatolik: 0.1963
- So'z xatoligi: 0.2102
O'qitish giperparameterlari
O'qitish uchun ishlatilgan giperparameterlar:
- learning_rate: 0.00003
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- distributed_type: multi-GPU
- num_devices: 2
- total_train_batch_size: 16
- total_eval_batch_size: 16
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 500
- num_epochs: 100.0
- mixed_precision_training: Native AMP
- Downloads last month
- 424
This model does not have enough activity to be deployed to Inference API (serverless) yet. Increase its social
visibility and check back later, or deploy to Inference Endpoints (dedicated)
instead.