English_Technical_finetuned

This model is a fine-tuned version of microsoft/speecht5_tts on an English Technical Speech Dataset . It achieves the following results on the evaluation set:

• Loss: 0.4451

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: 1000
• mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
0.6122	0.3168	100	0.5289
0.5468	0.6337	200	0.4885
0.5207	0.9505	300	0.4745
0.5086	1.2673	400	0.4729
0.5012	1.5842	500	0.4638
0.4982	1.9010	600	0.4564
0.4888	2.2178	700	0.4528
0.4862	2.5347	800	0.4515
0.4866	2.8515	900	0.4454
0.4753	3.1683	1000	0.4451

Framework versions

• Transformers 4.44.2
• Pytorch 2.5.0+cu121
• Tokenizers 0.19.1