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PaddleSpeech/text_processing/examples/punctuation_restoration/english
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README.md
Escape

英文实验例程

测试数据：

  • IWLST2012英文：test2011

运行代码

  • 运行 run.sh 0 0 conf/train_conf/bertBLSTM_base_en.yaml 1 conf/data_conf/english.yaml

相关论文实验结果：

  • Nagy, Attila, Bence Bial, and Judit Ács. "Automatic punctuation restoration with BERT models." arXiv preprint arXiv:2101.07343 (2021)*

实验结果：

  • BertBLSTM
    • 实验配置：conf/train_conf/bertLinear_en.yaml
    • 测试结果：exp/bertLinear_enRe/checkpoints/3.pdparams
      COMMA PERIOD QUESTION OVERALL
      Precision 0.667910 0.715778 0.822222 0.735304
      Recall 0.755274 0.868188 0.804348 0.809270
      F1 0.708911 0.784651 0.813187 0.768916