CoolFace
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iftekher/bangla_voice

sourceHugging Faceupdated 4y agoView on Hugging Face
1likes72downloads
Model Card

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bangla_voice

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

  • Loss: 208.2614
  • Wer: 0.3201

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
  • trainbatchsize: 16
  • evalbatchsize: 8
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lrschedulertype: linear
  • lrschedulerwarmup_steps: 100
  • num_epochs: 5

Training results

Training LossEpochStepValidation LossWer
158.9270.2110081.40250.3489
206.39380.42200117.44970.3680
194.88680.64300473.20940.3622
177.30370.8540081.08340.3585
150.92851.06500397.60800.3592
164.8991.2760071.57320.3476
157.98721.4870076.62250.3560
139.59561.6980076.43300.3512
132.73781.91900154.81270.3378
137.28752.121000275.65540.3453
128.11352.331100210.11600.3409
124.57492.541200109.85600.3400
115.97282.751300165.55070.3373
120.94642.971400248.80960.3357
104.89633.181500308.72210.3361
115.91443.391600214.06150.3300
109.09663.61700197.18030.3286
111.43543.811800189.12780.3245
111.93184.031900191.49210.3282
109.21484.242000185.17970.3298
114.05614.452100190.58290.3229
105.70454.662200209.07990.3220
127.42074.872300208.26140.3201

Framework versions

  • Transformers 4.11.3
  • Pytorch 1.10.0+cu111
  • Datasets 1.13.3
  • Tokenizers 0.10.3