CoolFace
Modelpublic

octava/whisper-small-indonesian-disaster

sourceHugging Faceapache-2.0updated 11mo agoView on Hugging Face
0likes54downloads
Model Card

<!-- This model card has been generated automatically according to the information the Trainer had access to. You should probably proofread and complete it, then remove this comment. -->

Whisper Small Indonesian for Disaster Response

This model is a fine-tuned version of openai/whisper-small on the Indonesian Speech Dataset (InaVoCript, Fleurs, OpenSLR Javanese) dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.2947
  • —Wer: 11.3990

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
  • —trainbatchsize: 32
  • —evalbatchsize: 32
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —lrschedulerwarmup_steps: 500
  • —training_steps: 10000

Training results

Training LossEpochStepValidation LossWer
0.17561.692010000.216113.1418
0.02863.384120000.225811.6502
0.00655.076130000.244611.6659
0.00326.768240000.253111.2420
0.00228.460250000.267411.2577
0.00110.152360000.272811.3990
0.000611.844370000.281911.7287
0.000413.536480000.287711.6502
0.000315.228490000.292711.5560
0.000316.9205100000.294711.3990

Framework versions

  • —Transformers 4.45.0
  • —Pytorch 2.8.0+cu129
  • —Datasets 3.0.1
  • —Tokenizers 0.20.0