| --- |
| license: mit |
| language: |
| - zh |
| pipeline_tag: image-to-text |
| --- |
| |
| # Target: Convert Scanned Images of IPA symbols to Pinyin |
| Scanned images of IPA phonetic symbols for Chengdunese (成都话) in The Great Dictionary of Modern Chinese Dialects (現代漢語方言大詞典). |
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| # Training and Test Set |
| * 2,553 images of IPA phonetic symbols generated from Pinyin pronunciations found in Sichuanese Dialect Dictionary (四川方言词典 教你一口地道的四川话) and the word list of the Shupin (蜀拼) input method. |
| * 80/20 split on train/test |
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|
| # Results |
| * Trained for 180 steps with a batch size of 32 |
| * Final Character Error Rate of 0.795% on test set |
| * TODO: label part of the scanned images to see if model generalizes on target task |
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