Downloads · 30 days
4
8% of all-time downloads
whisper-small-hi
akashshrm5/whisper-small-hi
whisper-small-hi is a automatic speech recognition model from akashshrm5. 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
50
Public
Parameters
242M
10.6 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 21, 2024
- Updated
- May 22, 2024
- SHA
- a9988cca
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 Small Hi - akash_sharma_test
This model is a fine-tuned version of openai/whisper-small on the Common Voice 11.0 dataset. It achieves the following results on the evaluation set:
- Loss: 0.9705
- Wer: 58.4416
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: 1
- eval_batch_size: 1
- 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
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.0021 | 20.0 | 1000 | 0.8610 | 61.0390 |
| 0.0 | 40.0 | 2000 | 0.9097 | 59.7403 |
| 0.0 | 60.0 | 3000 | 0.9417 | 59.7403 |
| 0.0 | 80.0 | 4000 | 0.9622 | 59.7403 |
| 0.0 | 100.0 | 5000 | 0.9705 | 58.4416 |
Framework versions
- Transformers 4.41.0
- 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
- hi
- Created
- May 21, 2024
- Updated
- May 22, 2024