Downloads · 30 days
5
2% of all-time downloads
whisper-tiny-zh-Lauren
angelLin/whisper-tiny-zh-Lauren
whisper-tiny-zh-Lauren is a automatic speech recognition model from angelLin. 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
293
Public
Parameters
37.8M
604 MB on disk
Likes
1
Public
Repo makeup
Click a slice to open those files.
.safetensors151 MB · 99%
At a glance
- Task
- Automatic Speech Recognition
- Library
- transformers
- License
- apache-2.0
- Model type
- whisper
- Access
- Public
- Created
- May 12, 2024
- Updated
- May 12, 2024
- SHA
- df12ce0b
Base models
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-tiny-zh-TW_Lauren
This model is a fine-tuned version of openai/whisper-tiny on the Common Voice 11.0 dataset. It achieves the following results on the evaluation set:
- Loss: 0.4621
- Wer: 66.1195
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: 16
- eval_batch_size: 8
- 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: 4000
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.4972 | 1.4025 | 1000 | 0.4668 | 68.2660 |
| 0.2862 | 2.8050 | 2000 | 0.4528 | 66.2037 |
| 0.17 | 4.2076 | 3000 | 0.4583 | 65.9301 |
| 0.1137 | 5.6101 | 4000 | 0.4621 | 66.1195 |
Framework versions
- Transformers 4.40.2
- Pytorch 2.3.0+cu121
- Datasets 2.19.1
- Tokenizers 0.19.1
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Languages
- multilingual
- Created
- May 12, 2024
- Updated
- May 12, 2024