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

17 citations · 22 across the 7 of their papers we have counts for

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cs.SD2022

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

Junhao Xu, Shoukang Hu, Xunying Liu +1

State of the art time automatic speech recognition (ASR) systems are becoming increasingly complex and expensive for practical applications. This paper presents the development of…

cs.SD2021

Mixed Precision DNN Qunatization for Overlapped Speech Separation and Recognition

Junhao Xu, Jianwei Yu, Xunying Liu +1

Recognition of overlapped speech has been a highly challenging task to date. State-of-the-art multi-channel speech separation system are becoming increasingly complex and expensive…