---
language:
- uz
license: apache-2.0
tags:
- automatic-speech-recognition
- mozilla-foundation/common_voice_10_0
- generated_from_trainer
- AIRI_UZ
datasets:
- common_voice_10_0
model-index:
- name: uzbek_stt
  results: []
---

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## Oyqiz jamoasi a'zolari tomonidan qilingan STT ning eng kichik versiyasi. Bu yaxshi versiya emas faqat 15ta epoch o'qitilgan!
### Foziljon To'lqinov, Shaxboz Zohidov, Abduraxim Jabborov, Yahyoxon Rahimov



Bu model [facebook/wav2vec2-base](https://huggingface.co/facebook/wav2vec2-base) va MOZILLA-FOUNDATION/COMMON_VOICE_10_0 - UZ dataseti bilan 15ta epoxta o'qitilgan.
O'qitish natijalari:
- Xatolik: 0.5763
- So'z xatoligi: 0.4502


### O'qitish giperparameterlari

O'qitish uchun ishlatilgan giperparameterlar:
- learning_rate: 0.0003
- train_batch_size: 4
- eval_batch_size: 8
- seed: 42
- distributed_type: multi-GPU
- num_devices: 2
- total_train_batch_size: 8
- 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: 15.0
- mixed_precision_training: Native AMP

### O'qitish natijalari

| Xatolik       | Epox  | Qadam | Tasdiq xatoligi | SXD    |
|:-------------:|:-----:|:-----:|:---------------:|:------:|
| 0.4736        | 3.4   | 10000 | 0.6247          | 0.6362 |
| 0.3392        | 6.8   | 20000 | 0.7254          | 0.5605 |
| 0.2085        | 10.19 | 30000 | 0.5465          | 0.5097 |
| 0.1387        | 13.59 | 40000 | 0.5984          | 0.4632 |