Downloads · 30 days
66
6% of all-time downloads
whisper-small-cs-cv11
mikr/whisper-small-cs-cv11
whisper-small-cs-cv11 is a automatic speech recognition model from mikr. 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
1.1K
Public
Repo size
5.8 GB
Likes
1
Public
Repo makeup
Click a slice to open those files.
.bin967 MB · 100%
At a glance
- Task
- Automatic Speech Recognition
- Library
- transformers
- License
- apache-2.0
- Model type
- whisper
- Access
- Public
- Created
- Dec 4, 2022
- Updated
- Dec 20, 2023
- SHA
- b3a78511
Base models
Spaces
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. -->
Whisper Small Czech CV11
This model is a fine-tuned version of openai/whisper-small on the mozilla-foundation/common_voice_11_0 cs dataset. It achieves the following results on the evaluation set:
- Loss: 0.3587
- Wer: 18.5557
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 1e-05
- train_batch_size: 64
- eval_batch_size: 32
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 500
- training_steps: 5000
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.0392 | 4.01 | 1000 | 0.2857 | 19.6675 |
| 0.0028 | 8.02 | 2000 | 0.3204 | 18.3495 |
| 0.0011 | 12.03 | 3000 | 0.3402 | 18.5336 |
| 0.0008 | 16.04 | 4000 | 0.3537 | 18.4563 |
| 0.0007 | 21.01 | 5000 | 0.3587 | 18.5557 |
Framework versions
- Transformers 4.26.0.dev0
- Pytorch 1.13.0+cu117
- Datasets 2.7.1.dev0
- Tokenizers 0.13.2
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Languages
- cs
- Created
- Dec 4, 2022
- Updated
- Dec 20, 2023