---
language:
- uz
license: apache-2.0
tags:
- automatic-speech-recognition
- mozilla-foundation/common_voice_10_0
- generated_from_trainer
datasets:
- common_voice_10_0
model-index:
- name: uzbek_stt_5_version
  results: []
---

<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->

# O'zbekcha SpeechToText 5-versiyasi

Bu model [facebook/wav2vec2-base](https://huggingface.co/facebook/wav2vec2-base) va MOZILLA-FOUNDATION/COMMON_VOICE_10_0 - versiyasining dataseti bilan
o'qitildi.
Model o'qitilgandan keyin quyidagi natijalarga erishildi:
- Xatolik: 1.8085
- So'zlarning xatolik darajasi: 0.9421

## Model haqida

Model 2 kun davomida 2xRTX3090 24GBli Video kartada o'qitildi.


### Modelni o'qitish uchun quyidagi giperparameterlarni qo'ydik:

Quyidagi giperparameterlar model o'qitish jarayonida ishlatildi:
- learning_rate: 3e-05
- train_batch_size: 32
- eval_batch_size: 16
- seed: 42
- distributed_type: multi-GPU
- num_devices: 2
- total_train_batch_size: 64
- total_eval_batch_size: 32
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 500
- num_epochs: 30.0
- mixed_precision_training: Native AMP

### O'qitish natijalari

| Xatolik       | Epox  | Qadam | Tasdiq xatoligi | SXD    |
|:-------------:|:-----:|:-----:|:---------------:|:------:|
| 0.3452        | 5.45  | 5000  | 0.3839          | 0.4574 |
| 0.2466        | 10.91 | 10000 | 0.4011          | 0.4067 |
| 1.5753        | 16.36 | 15000 | 1.2937          | 0.8844 |
| 1.9454        | 21.81 | 20000 | 1.8227          | 0.9392 |
| 1.922         | 27.26 | 25000 | 1.8085          | 0.9421 |