38 citations · 214 across the 51 of their papers we have counts for
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eess.AS2022★ 2 cited
Sub-8-Bit Quantization Aware Training for 8-Bit Neural Network Accelerator with On-Device Speech Recognition
Kai Zhen, Hieu Duy Nguyen, Raviteja Chinta +4
We present a novel sub-8-bit quantization-aware training (S8BQAT) scheme for 8-bit neural network accelerators. Our method is inspired from Lloyd-Max compression theory with practi…
eess.AS2022★ 36 cited
RescoreBERT: Discriminative Speech Recognition Rescoring with BERT
Liyan Xu, Yile Gu, Jari Kolehmainen +5
Second-pass rescoring is an important component in automatic speech recognition (ASR) systems that is used to improve the outputs from a first-pass decoder by implementing a lattic…