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--- |
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language: |
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- uz |
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license: apache-2.0 |
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tags: |
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- automatic-speech-recognition |
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- mozilla-foundation/common_voice_10_0 |
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- AIRI_UZ |
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- generated_from_trainer |
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datasets: |
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- common_voice_10_0 |
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model-index: |
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- name: uzbek_stt |
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results: [] |
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--- |
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## Oyqiz jamoasi a'zolari tomonidan qilingan STT ning eng yaxshi versiyasi! |
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### Foziljon To'lqinov, Shaxboz Zohidov, Abduraxim Jabborov, Yahyoxon Rahimov, Mahmud Jumanazarov |
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Bu model [facebook/wav2vec2-xls-r-300m](https://huggingface.co/facebook/wav2vec2-xls-r-300m) va MOZILLA-FOUNDATION/COMMON_VOICE_10_0 - UZ dataseti bilan 100ta epoxta o'qitilgan. |
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O'qitish natijalari: |
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- Xatolik: 0.1963 |
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- So'z xatoligi: 0.2102 |
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### O'qitish giperparameterlari |
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O'qitish uchun ishlatilgan giperparameterlar: |
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- learning_rate: 0.00003 |
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- train_batch_size: 8 |
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- eval_batch_size: 8 |
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- seed: 42 |
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- distributed_type: multi-GPU |
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- num_devices: 2 |
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- total_train_batch_size: 16 |
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- total_eval_batch_size: 16 |
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 |
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- lr_scheduler_type: linear |
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- lr_scheduler_warmup_steps: 500 |
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- num_epochs: 100.0 |
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- mixed_precision_training: Native AMP |
