whisper-finetuned-atco2_uwb

bhattasp/whisper-finetuned-atco2_uwb

whisper-finetuned-atco2_uwb is a machine learning model from bhattasp. 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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At a glance

License: apache-2.0
Model type: whisper
Access: Public
Created: Sep 10, 2024
Updated: Sep 11, 2024
SHA: 3e67a65a

Base models

openai/whisper-tiny

Model card

From the Hugging Face model README

bhattasp/whisper-finetuned-atco2_uwb

This model is a fine-tuned version of openai/whisper-tiny on the AtCO2_UWB dataset. It achieves the following results on the evaluation set:

Loss: 0.6113
Wer: 25.7983

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: 2000
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Wer
0.5831	1.8248	1000	0.6804	29.0874
0.3487	3.6496	2000	0.6113	25.7983

Framework versions

Transformers 4.43.3
Pytorch 2.3.1+cu121
Datasets 2.20.0
Tokenizers 0.19.1

Type: whisper
License: apache-2.0
Languages: en
Created: Sep 10, 2024
Updated: Sep 11, 2024