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uzbek_stt
oyqiz/uzbek_stt
uzbek_stt is a automatic speech recognition model from oyqiz. Use it when you need speech turned into text. It is set up for transformers. The card lists the license as apache-2.0.
Bu model facebook/wav2vec2-xls-r-300m va MOZILLA-FOUNDATION/COMMONVOICE100 - UZ dataseti bilan 100ta epoxta o'qitilgan. O'qitish natijalari: - Xatolik: 0.1963 - So'z xatoligi: 0.2102
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At a glance
- Task
- Automatic Speech Recognition
- Library
- transformers
- License
- apache-2.0
- Model type
- wav2vec2
- Access
- Public
- Created
- Dec 24, 2022
- Updated
- Dec 24, 2022
- SHA
- 60a70f4f
Datasets
Model card
From the Hugging Face model README
Oyqiz jamoasi a'zolari tomonidan qilingan STT ning eng yaxshi versiyasi!
Foziljon To'lqinov, Shaxboz Zohidov, Abduraxim Jabborov, Yahyoxon Rahimov, Mahmud Jumanazarov
Bu model facebook/wav2vec2-xls-r-300m va MOZILLA-FOUNDATION/COMMON_VOICE_10_0 - UZ dataseti bilan 100ta epoxta o'qitilgan. O'qitish natijalari:
- Xatolik: 0.1963
- So'z xatoligi: 0.2102
O'qitish giperparameterlari
O'qitish uchun ishlatilgan giperparameterlar:
- learning_rate: 0.00003
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- distributed_type: multi-GPU
- num_devices: 2
- total_train_batch_size: 16
- 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: 100.0
- mixed_precision_training: Native AMP
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- wav2vec2
- License
- apache-2.0
- Languages
- uz
- Created
- Dec 24, 2022
- Updated
- Dec 24, 2022