SpeechT5 TTS with Andrej Karpathy voice
This model is a fine-tuned version of microsoft/speecht5_tts on the Fafadalilian/Andrej_Karpathy_voice_transcription dataset. It achieves the following results on the evaluation set:
- Loss: 0.4266
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: 1e-05
- train_batch_size: 16
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 32
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 500
- training_steps: 4000
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.3572 | 250.0 | 1000 | 0.4057 |
| 0.3299 | 500.0 | 2000 | 0.4226 |
| 0.3136 | 750.0 | 3000 | 0.4277 |
| 0.3165 | 1000.0 | 4000 | 0.4266 |
Framework versions
- Transformers 4.45.0.dev0
- Pytorch 2.3.1+cu121
- Datasets 2.21.0
- Tokenizers 0.19.1
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Base model
microsoft/speecht5_tts