Downloads · 30 days
5
23% of all-time downloads
FT-English-10m
xuliu15/FT-English-10m
FT-English-10m is a automatic speech recognition model from xuliu15. 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
22
Public
Parameters
242M
16.4 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors967 MB · 100%
At a glance
- Task
- Automatic Speech Recognition
- Library
- transformers
- License
- apache-2.0
- Model type
- whisper
- Access
- Public
- Created
- May 22, 2024
- Updated
- May 23, 2024
- SHA
- b1f665ed
Base models
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. -->
Whisper Small English 10m
This model is a fine-tuned version of openai/whisper-small on the Librispeech-English dataset. It achieves the following results on the evaluation set:
- Loss: 0.5626
- Wer: 90.2047
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-07
- 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: 1000
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.4991 | 66.6667 | 200 | 0.7542 | 98.9448 |
| 0.347 | 133.3333 | 400 | 0.6746 | 98.8666 |
| 0.2059 | 200.0 | 600 | 0.6157 | 97.4288 |
| 0.1033 | 266.6667 | 800 | 0.5682 | 91.1858 |
| 0.0885 | 333.3333 | 1000 | 0.5626 | 90.2047 |
Framework versions
- Transformers 4.40.1
- Pytorch 2.3.0+cu121
- Datasets 2.19.0
- Tokenizers 0.19.1
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Created
- May 22, 2024
- Updated
- May 23, 2024