Downloads · 30 days
9
8% of all-time downloads
uzbek_stt_3_version
oyqiz/uzbek_stt_3_version
uzbek_stt_3_version 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.
should probably proofread and complete it, then remove this comment. --
All-time downloads
106
Public
Repo size
1.5 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin378 MB · 100%
At a glance
- Task
- Automatic Speech Recognition
- Library
- transformers
- License
- apache-2.0
- Model type
- wav2vec2
- Access
- Public
- Created
- Sep 21, 2022
- Updated
- Dec 24, 2022
- SHA
- 98b59461
Datasets
Model card
From the Hugging Face model README
<!-- 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 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)))
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- wav2vec2
- License
- apache-2.0
- Languages
- uz
- Created
- Sep 21, 2022
- Updated
- Dec 24, 2022