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Towards Green ASR: Lossless 4-bit Quantization of a Hybrid TDNN System on the 300-hr Switchboard Corpus


Jun 23, 2022
Junhao Xu, Shoukang Hu, Xunying Liu, Helen Meng

* Interspeech 2022 Accepted. arXiv admin note: text overlap with arXiv:2111.14479 

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Mixed Precision Low-bit Quantization of Neural Network Language Models for Speech Recognition


Nov 29, 2021
Junhao Xu, Jianwei Yu, Shoukang Hu, Xunying Liu, Helen Meng


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Mixed Precision DNN Qunatization for Overlapped Speech Separation and Recognition


Nov 29, 2021
Junhao Xu, Jianwei Yu, Xunying Liu, Helen Meng


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Mixed Precision of Quantization of Transformer Language Models for Speech Recognition


Nov 29, 2021
Junhao Xu, Shoukang Hu, Jianwei Yu, Xunying Liu, Helen Meng

* arXiv admin note: substantial text overlap with arXiv:2112.11438, arXiv:2111.14479 

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Low-bit Quantization of Recurrent Neural Network Language Models Using Alternating Direction Methods of Multipliers


Nov 29, 2021
Junhao Xu, Xie Chen, Shoukang Hu, Jianwei Yu, Xunying Liu, Helen Meng


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Bayesian Transformer Language Models for Speech Recognition


Feb 09, 2021
Boyang Xue, Jianwei Yu, Junhao Xu, Shansong Liu, Shoukang Hu, Zi Ye, Mengzhe Geng, Xunying Liu, Helen Meng


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