glaswegian_tts / README.md
divakaivan's picture
Update README.md
da6fcf4 verified
metadata
language:
  - en
license: mit
base_model: microsoft/speecht5_tts
tags:
  - scottish
  - tts
  - glaswegian
  - generated_from_trainer
datasets:
  - divakaivan/glaswegian_audio
model-index:
  - name: GlaswegianTTS v0.1.0
    results: []

Fine-tuned using this notebook

GlaswegianTTS v0.1.0

This model is a fine-tuned version of microsoft/speecht5_tts on the glaswegian_tts_v0.1.0 dataset. It achieves the following results on the evaluation set:

  • Loss: 0.4605

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: 8
  • 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: 1000
  • training_steps: 4000
  • mixed_precision_training: Native AMP

Training results

Training Loss Epoch Step Validation Loss
0.4699 35.2423 1000 0.4320
0.4246 70.4846 2000 0.4422
0.4115 105.7269 3000 0.4529
0.4127 140.9692 4000 0.4605

Framework versions

  • Transformers 4.44.0.dev0
  • Pytorch 2.3.1+cu121
  • Datasets 2.20.0
  • Tokenizers 0.19.1