speecht5_finetuned_griffin_ch_lu

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speecht5_finetuned_griffin_ch_lu

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

• Loss: 0.4034

Model description

Text-to-speech model for Luzern Swiss German dialect trained using SwissDial lucerne dialect samples.

Intended uses & limitations

A helper for learning Swiss German--though it does not perform well with single word phrases.

Training and evaluation data

SwissDial lucerne dialecct samples.

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 OptimizerNames.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: 100
• training_steps: 500
• mixed_precision_training: Native AMP

Training results

Framework versions

• Transformers 4.49.0
• Pytorch 2.6.0+cu124
• Datasets 2.14.4
• Tokenizers 0.21.2