speecht5_finetuned_kazakh_tts2 – AI Model by zizzimars | AlphaNeural AI

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zizzimars/
speecht5_finetuned_kazakh_tts2

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microsoft/speecht5_tts

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speecht5_finetuned_kazakh_tts2

This model is a fine-tuned version of microsoft/speecht5_tts on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.5067

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: 2
eval_batch_size: 2
seed: 42
gradient_accumulation_steps: 16
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: 200
training_steps: 1000
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
0.7136	0.03	100	0.6539
0.6471	0.06	200	0.5934
0.5851	0.08	300	0.5392
0.5764	0.11	400	0.5275
0.5666	0.14	500	0.5213
0.5577	0.17	600	0.5138
0.5605	0.2	700	0.5115
0.5622	0.22	800	0.5088
0.5603	0.25	900	0.5082
0.558	0.28	1000	0.5067

Framework versions

Transformers 4.38.1
Pytorch 2.2.1+cu118
Datasets 2.18.0
Tokenizers 0.15.2