--- 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](https://huggingface.co/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)))