speecht5_finetuned_wolof_text_speech_1

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: 0.3067

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: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 100
  • training_steps: 10000
  • mixed_precision_training: Native AMP

Training results

Training Loss Epoch Step Validation Loss
0.3436 10.6809 1000 0.3205
0.3259 21.3618 2000 0.3155
0.3132 32.0427 3000 0.3102
0.3064 42.7236 4000 0.3078
0.2966 53.4045 5000 0.3080
0.2966 64.0854 6000 0.3072
0.2915 74.7664 7000 0.3066
0.2868 85.4473 8000 0.3081
0.2864 96.1282 9000 0.3066
0.2867 106.8091 10000 0.3067

Framework versions

  • Transformers 4.45.1
  • Pytorch 2.4.0
  • Datasets 3.0.1
  • Tokenizers 0.20.0
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