whispertiny_kokoro_styletts_25sil_v1_0 – AI Model by albertuspekerti | AlphaNeural AI

You can deploy this model and start earning money today!

albertuspekerti/
whispertiny_kokoro_styletts_25sil_v1_0

like

0

generated_from_trainer

openai/whisper-tiny

Views

No views yet

whispertiny_kokoro_styletts_25sil_v1_0

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: 0.1003
Wer: 8.1340

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
0.0833	0.2286	1000	0.1509	17.2142
0.0734	0.4571	2000	0.1071	12.3193
0.0446	0.6857	3000	0.0965	10.9067
0.0396	0.9143	4000	0.1064	11.1367
0.0229	1.1429	5000	0.1071	10.2102
0.0166	1.3714	6000	0.0991	8.7516
0.0162	1.6	7000	0.0965	8.7319
0.0174	1.8286	8000	0.0942	8.3903
0.0131	2.0571	9000	0.0983	8.2194
0.0157	2.2857	10000	0.1003	8.1340

Framework versions

Transformers 4.41.2
Pytorch 2.3.0+cu121
Datasets 4.0.0
Tokenizers 0.19.1