whisper_tiny_char

rinabuoy/whisper_tiny_char

whisper_tiny_char is a machine learning model from rinabuoy. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.

should probably proofread and complete it, then remove this comment. --

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Hugging Face

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At a glance

License: apache-2.0
Model type: whisper
Access: Public
Created: Aug 25, 2024
Updated: Aug 25, 2024
SHA: cf579af1

Base models

openai/whisper-tiny

Model card

From the Hugging Face model README

whisper_tiny_char

This model is a fine-tuned version of openai/whisper-tiny on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.3979
Wer: 100.0

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: 16
eval_batch_size: 16
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 32
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: constant
lr_scheduler_warmup_steps: 1000
num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Wer
1.1664	1.0	859	0.5140	100.0
0.5122	2.0	1718	0.4044	100.0
0.4035	3.0	2577	0.3596	100.0
0.3403	4.0	3436	0.3394	100.0
0.2967	5.0	4295	0.3395	100.0
0.2582	6.0	5154	0.3314	100.0
0.2286	7.0	6013	0.3571	100.0
0.2034	8.0	6872	0.3590	100.0
0.181	9.0	7731	0.3706	100.0
0.1618	10.0	8590	0.3979	100.0

Framework versions

Transformers 4.44.0
Pytorch 2.3.1
Datasets 2.21.0
Tokenizers 0.19.1

Type: whisper
License: apache-2.0
Created: Aug 25, 2024
Updated: Aug 25, 2024