wav2vec2-large-xlsr-53-german-finetuned-ks-de
This model is a fine-tuned version of jonatasgrosman/wav2vec2-large-xlsr-53-german on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.8681
- Accuracy: 0.6667
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: 3e-05
- train_batch_size: 32
- eval_batch_size: 32
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 128
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 5
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| No log | 1.0 | 1 | 1.9490 | 0.0833 |
| No log | 2.0 | 2 | 1.9128 | 0.25 |
| No log | 3.0 | 3 | 1.8861 | 0.5833 |
| No log | 4.0 | 4 | 1.8681 | 0.6667 |
| No log | 5.0 | 5 | 1.8590 | 0.6667 |
Framework versions
- Transformers 4.20.1
- Pytorch 1.11.0+cu113
- Datasets 2.3.2
- Tokenizers 0.12.1