Downloads · 30 days
5
2% of all-time downloads
intermediate-asr-ashanti-twi
femursmith/intermediate-asr-ashanti-twi
intermediate-asr-ashanti-twi is a automatic speech recognition model from femursmith. Use it when you need speech turned into text. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
All-time downloads
319
Public
Parameters
809M
12.9 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors3.2 GB · 100%
At a glance
- Task
- Automatic Speech Recognition
- Library
- transformers
- Model type
- whisper
- Access
- Public
- Created
- Nov 30, 2024
- Updated
- Dec 11, 2024
- SHA
- b6b8dfa4
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 ASR Asanti Twi
This model is a fine-tuned version of openai/whisper-turbo on the kojo-george/asanti-twi-tts dataset. It achieves the following results on the evaluation set:
- Loss: 0.2205
- Wer: 18.3988
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: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 500
- training_steps: 4000
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.226 | 0.5666 | 1000 | 0.3430 | 25.6197 |
| 0.1438 | 1.1331 | 2000 | 0.2737 | 20.8776 |
| 0.1277 | 1.6997 | 3000 | 0.2353 | 18.9530 |
| 0.083 | 2.2663 | 4000 | 0.2205 | 18.3988 |
Framework versions
- Transformers 4.46.3
- Pytorch 2.5.1+cu121
- Datasets 3.1.0
- Tokenizers 0.20.3
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- Created
- Nov 30, 2024
- Updated
- Dec 11, 2024