ixxan/uyghur-asr-ctc-thuyg20

Uyghur Automatic Speech Recognition

Uyghur ASR using CTC loss trained with THUYG20 dataset It achieves the following results on the evaluation set:

• Best CER: 7.21%

Reference: https://github.com/gheyret/uyghur-asr-ctc

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• learning_rate: 0.0001
• train_batch_size: 20
• eval_batch_size: 20
• seed: 42
• optimizer: Adam with weight_decay=0.000001

Training results

Best CER: 7.21% Trained: 473 epochs The model has 26,389,282 trainable parameters