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metadata
language:
  - pt
license: mit
base_model: microsoft/speecht5_tts
tags:
  - tts
  - generated_from_trainer
datasets:
  - multilingual_librispeech
model-index:
  - name: SpeechT5 TTS Portuguese
    results: []

SpeechT5 TTS Portuguese

This model is a fine-tuned version of microsoft/speecht5_tts on the MultilingualLibrispeech dataset. It achieves the following results on the evaluation set:

  • Loss: 0.3452

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: 4
  • eval_batch_size: 2
  • seed: 42
  • gradient_accumulation_steps: 8
  • 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: 10000
  • mixed_precision_training: Native AMP

Training results

Training Loss Epoch Step Validation Loss
0.4091 1.68 1000 0.3728
0.3906 3.35 2000 0.3598
0.3899 5.03 3000 0.3543
0.3842 6.71 4000 0.3518
0.376 8.38 5000 0.3492
0.3745 10.06 6000 0.3474
0.3773 11.74 7000 0.3473
0.3774 13.41 8000 0.3461
0.3719 15.09 9000 0.3454
0.3712 16.76 10000 0.3452

Framework versions

  • Transformers 4.38.0.dev0
  • Pytorch 2.1.0+cu121
  • Datasets 2.16.1
  • Tokenizers 0.15.0