speecht5_finetuned_indotts
This model is a fine-tuned version of microsoft/speecht5_tts on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.4123
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: 4
- eval_batch_size: 2
- seed: 42
- gradient_accumulation_steps: 8
- total_train_batch_size: 32
- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 500
- training_steps: 20000
- mixed_precision_training: Native AMP
Training results
Training Loss | Epoch | Step | Validation Loss |
---|---|---|---|
0.5378 | 0.4771 | 500 | 0.4871 |
0.5108 | 0.9542 | 1000 | 0.4626 |
0.4959 | 1.4313 | 1500 | 0.4579 |
0.4852 | 1.9084 | 2000 | 0.4536 |
0.481 | 2.3855 | 2500 | 0.4521 |
0.4759 | 2.8626 | 3000 | 0.4439 |
0.4697 | 3.3397 | 3500 | 0.4432 |
0.4666 | 3.8168 | 4000 | 0.4368 |
0.4623 | 4.2939 | 4500 | 0.4360 |
0.4597 | 4.7710 | 5000 | 0.4347 |
0.4554 | 5.2481 | 5500 | 0.4348 |
0.4552 | 5.7252 | 6000 | 0.4298 |
0.449 | 6.2023 | 6500 | 0.4307 |
0.4505 | 6.6794 | 7000 | 0.4270 |
0.4433 | 7.1565 | 7500 | 0.4284 |
0.4446 | 7.6336 | 8000 | 0.4274 |
0.4399 | 8.1107 | 8500 | 0.4246 |
0.4407 | 8.5878 | 9000 | 0.4231 |
0.4346 | 9.0649 | 9500 | 0.4217 |
0.4377 | 9.5420 | 10000 | 0.4216 |
0.4322 | 10.0191 | 10500 | 0.4196 |
0.4309 | 10.4962 | 11000 | 0.4186 |
0.4299 | 10.9733 | 11500 | 0.4161 |
0.4262 | 11.4504 | 12000 | 0.4258 |
0.4279 | 11.9275 | 12500 | 0.4176 |
0.4215 | 12.4046 | 13000 | 0.4165 |
0.423 | 12.8817 | 13500 | 0.4146 |
0.4207 | 13.3588 | 14000 | 0.4209 |
0.4213 | 13.8359 | 14500 | 0.4171 |
0.4203 | 14.3130 | 15000 | 0.4119 |
0.4177 | 14.7901 | 15500 | 0.4119 |
0.4134 | 15.2672 | 16000 | 0.4118 |
0.4164 | 15.7443 | 16500 | 0.4131 |
0.4131 | 16.2214 | 17000 | 0.4106 |
0.4118 | 16.6985 | 17500 | 0.4119 |
0.4116 | 17.1756 | 18000 | 0.4128 |
0.4086 | 17.6527 | 18500 | 0.4109 |
0.4075 | 18.1298 | 19000 | 0.4126 |
0.4066 | 18.6069 | 19500 | 0.4122 |
0.4075 | 19.0840 | 20000 | 0.4123 |
Framework versions
- Transformers 4.49.0
- Pytorch 2.6.0+cu126
- Datasets 3.3.2
- Tokenizers 0.21.0
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Base model
microsoft/speecht5_tts