metadata

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_3_version
    results: []

O'zbekcha Speech To Text 3-versiyasi

Bu modelimiz facebook/wav2vec2-base va MOZILLA-FOUNDATION/COMMON_VOICE_10_0 - ning O'zbekcha dataseti bilan o'qitildi. Model 50ta epoxda o'qitildi. O'qitish jarayonida quyidagi natijalarga erishildi:

Xatolik: 1.44
So'zning xatolik darajasi: 0.912

O'qitish uchun belgilangan giperparameterlar

Quyidagi giperparameterlar o'qitish uchun ishlatildi:

learning_rate: 3e-05
train_batch_size: 16
eval_batch_size: 8
seed: 42
distributed_type: multi-GPU
num_devices: 2
total_train_batch_size: 32
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: 50.0
mixed_precision_training: Native AMP

O'qitish natijalari

Afsuski Checkpointlarni saqlash esimizdan chiqibdi)))