whispertiny_kokoro_styletts_25sil_v1_3 – AI Model by albertuspekerti | AlphaNeural AI

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whispertiny_kokoro_styletts_25sil_v1_3

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openai/whisper-tiny

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whispertiny_kokoro_styletts_25sil_v1_3

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

Loss: 0.1001
Wer: 7.5314

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: 16
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 500
training_steps: 10000
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Wer
0.0972	0.2258	1000	0.1600	16.4139
0.0523	0.4516	2000	0.1191	11.9727
0.0428	0.6774	3000	0.1046	9.9245
0.0363	0.9031	4000	0.0994	9.0765
0.0222	1.1289	5000	0.1024	8.8897
0.0218	1.3547	6000	0.1017	7.7542
0.027	1.5805	7000	0.0976	7.8261
0.0153	1.8063	8000	0.0956	7.3805
0.0116	2.0321	9000	0.0950	7.1577
0.0191	2.2578	10000	0.1001	7.5314

Framework versions

Transformers 4.41.2
Pytorch 2.3.0+cu121
Datasets 4.0.0
Tokenizers 0.19.1