Downloads · 30 days
5
14% of all-time downloads
torgo_xlsr_finetune_M01-word_only
macarious/torgo_xlsr_finetune_M01-word_only
torgo_xlsr_finetune_M01-word_only is a automatic speech recognition model from macarious. 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
36
Public
Repo size
37.9 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin1.3 GB · 100%
At a glance
- Task
- Automatic Speech Recognition
- Library
- transformers
- License
- apache-2.0
- Model type
- wav2vec2
- Access
- Public
- Created
- Dec 28, 2023
- Updated
- Dec 29, 2023
- SHA
- e0d029de
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. -->
torgo_xlsr_finetune_M01-word_only
This model is a fine-tuned version of facebook/wav2vec2-large-xlsr-53 on the None dataset. It achieves the following results on the evaluation set:
- Loss: 3.3714
- Wer: 1.0
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: 8
- 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: 1000
- num_epochs: 2
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| No log | 0.28 | 250 | 6.0322 | 1.0 |
| 31.9893 | 0.57 | 500 | 3.5024 | 1.0 |
| 31.9893 | 0.85 | 750 | 3.4665 | 1.0 |
| 3.5391 | 1.13 | 1000 | 3.4340 | 1.0 |
| 3.5391 | 1.42 | 1250 | 3.4458 | 1.0 |
| 3.465 | 1.7 | 1500 | 3.4085 | 1.0 |
| 3.465 | 1.98 | 1750 | 3.3714 | 1.0 |
Framework versions
- Transformers 4.26.1
- Pytorch 2.1.0+cu121
- Datasets 2.16.0
- Tokenizers 0.13.3
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- wav2vec2
- License
- apache-2.0
- Created
- Dec 28, 2023
- Updated
- Dec 29, 2023