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Korean Tokenization for Beam Search Rescoring in Speech Recognition



Kyuhong Shim , Hyewon Bae , Wonyong Sung

* Submitted to INTERSPEECH 2022 

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Similarity and Content-based Phonetic Self Attention for Speech Recognition



Kyuhong Shim , Wonyong Sung

* Submitted to INTERSPEECH 2022 

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Layer-wise Pruning of Transformer Attention Heads for Efficient Language Modeling



Kyuhong Shim , Iksoo Choi , Wonyong Sung , Jungwook Choi


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Stochastic Precision Ensemble: Self-Knowledge Distillation for Quantized Deep Neural Networks



Yoonho Boo , Sungho Shin , Jungwook Choi , Wonyong Sung


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S-SGD: Symmetrical Stochastic Gradient Descent with Weight Noise Injection for Reaching Flat Minima



Wonyong Sung , Iksoo Choi , Jinhwan Park , Seokhyun Choi , Sungho Shin


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Quantized Neural Networks: Characterization and Holistic Optimization



Yoonho Boo , Sungho Shin , Wonyong Sung


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SQWA: Stochastic Quantized Weight Averaging for Improving the Generalization Capability of Low-Precision Deep Neural Networks



Sungho Shin , Yoonho Boo , Wonyong Sung


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Empirical Analysis of Knowledge Distillation Technique for Optimization of Quantized Deep Neural Networks



Sungho Shin , Yoonho Boo , Wonyong Sung


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