Downloads · 30 days
4
17% of all-time downloads
asr_wav2vec2_base_1.4
Myriam123/asr_wav2vec2_base_1.4
asr_wav2vec2_base_1.4 is a automatic speech recognition model from Myriam123. 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
23
Public
Parameters
94.4M
1.5 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors378 MB · 100%
At a glance
- Task
- Automatic Speech Recognition
- Library
- transformers
- License
- apache-2.0
- Model type
- wav2vec2
- Access
- Public
- Created
- Apr 21, 2024
- Updated
- Apr 21, 2024
- SHA
- fd417f2f
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. -->
asr_wav2vec2_base_1.4
This model is a fine-tuned version of facebook/wav2vec2-base on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.2687
- Wer: 0.2410
- Cer: 0.0769
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: 0.0001
- 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
- num_epochs: 5
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer | Cer |
|---|---|---|---|---|---|
| 4.4108 | 1.12 | 700 | 1.2046 | 0.7513 | 0.3423 |
| 0.9111 | 2.24 | 1400 | 0.4008 | 0.3362 | 0.1116 |
| 0.5359 | 3.36 | 2100 | 0.2947 | 0.2700 | 0.0857 |
| 0.397 | 4.48 | 2800 | 0.2687 | 0.2410 | 0.0769 |
Framework versions
- Transformers 4.39.3
- Pytorch 2.1.2
- Datasets 2.18.0
- Tokenizers 0.15.2
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- wav2vec2
- License
- apache-2.0
- Created
- Apr 21, 2024
- Updated
- Apr 21, 2024