Downloads · 30 days
7
23% of all-time downloads
asr_medium_augmented_v2
miosipov/asr_medium_augmented_v2
asr_medium_augmented_v2 is a machine learning model from miosipov. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for peft. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
All-time downloads
30
Public
Repo size
208 MB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors18.9 MB · 91%
At a glance
- Library
- peft
- License
- apache-2.0
- Access
- Public
- Created
- Aug 5, 2024
- Updated
- Aug 7, 2024
- SHA
- f2c2df21
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 Medium
This model is a fine-tuned version of openai/whisper-medium on the b-brave/speech_disorders_voice dataset. It achieves the following results on the evaluation set:
- Loss: 0.2798
- Wer: 21.2425
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: 0.001
- train_batch_size: 32
- eval_batch_size: 16
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 64
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 50
- training_steps: 250
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 2.4644 | 1.0417 | 50 | 6.2039 | 73.7475 |
| 3.2455 | 2.0833 | 100 | 0.3363 | 23.6473 |
| 0.1546 | 3.125 | 150 | 0.2708 | 20.8417 |
| 0.0685 | 4.1667 | 200 | 0.2790 | 19.8397 |
| 0.0427 | 5.2083 | 250 | 0.2798 | 21.2425 |
Framework versions
- PEFT 0.12.0
- Transformers 4.43.4
- Pytorch 2.2.0
- Datasets 2.20.0
- Tokenizers 0.19.1
- Library
- peft
- License
- apache-2.0
- Languages
- it
- Created
- Aug 5, 2024
- Updated
- Aug 7, 2024