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# speecht5_tts-finetuned-nst-da

This model is a fine-tuned version of [microsoft/speecht5_tts](https://huggingface.co/microsoft/speecht5_tts) on the NST Danish ASR Database dataset.
It achieves the following results on the evaluation set:
- Loss: 0.3658

## 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: 5e-05
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 20
- mixed_precision_training: Native AMP

### Training results

| Training Loss | Epoch | Step   | Validation Loss |
|:-------------:|:-----:|:------:|:---------------:|
| 0.4235        | 1.0   | 9429   | 0.3964          |
| 0.4167        | 2.0   | 18858  | 0.4022          |
| 0.4066        | 3.0   | 28287  | 0.3920          |
| 0.3927        | 4.0   | 37716  | 0.3854          |
| 0.3951        | 5.0   | 47145  | 0.3807          |
| 0.387         | 6.0   | 56574  | 0.3794          |
| 0.3873        | 7.0   | 66003  | 0.3772          |
| 0.3842        | 8.0   | 75432  | 0.3755          |
| 0.3826        | 9.0   | 84861  | 0.3763          |
| 0.3717        | 10.0  | 94290  | 0.3724          |
| 0.3755        | 11.0  | 103719 | 0.3750          |
| 0.3718        | 12.0  | 113148 | 0.3716          |
| 0.3655        | 13.0  | 122577 | 0.3699          |
| 0.3686        | 14.0  | 132006 | 0.3687          |
| 0.374         | 15.0  | 141435 | 0.3685          |
| 0.3675        | 16.0  | 150864 | 0.3714          |
| 0.3654        | 17.0  | 160293 | 0.3660          |
| 0.3675        | 18.0  | 169722 | 0.3666          |
| 0.3714        | 19.0  | 179151 | 0.3670          |
| 0.3704        | 20.0  | 188580 | 0.3657          |


### Framework versions

- Transformers 4.37.2
- Pytorch 2.1.1+cu121
- Datasets 2.17.0
- Tokenizers 0.15.2

{"language": ["da"], "license": "mit", "tags": ["generated_from_trainer"], "datasets": ["alexandrainst/nst-da"], "base_model": "microsoft/speecht5_tts", "model-index": [{"name": "speecht5_tts-finetuned-nst-da", "results": []}]}
transformers tensorboard safetensors speecht5 text-to-audio generated_from_trainer da dataset:alexandrainst/nst-da base_model:microsoft/speecht5_tts license:mit endpoints_compatible has_space region:us