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cs.CL2023
HypR: A comprehensive study for ASR hypothesis revising with a reference corpus
Yi-Wei Wang, Ke-Han Lu, Kuan-Yu Chen
With the development of deep learning, automatic speech recognition (ASR) has made significant progress. To further enhance the performance of ASR, revising recognition results is…
cs.CL2023
DDNAS: Discretized Differentiable Neural Architecture Search for Text Classification
Kuan-Chun Chen, Cheng-Te Li, Kuo-Jung Lee
Neural Architecture Search (NAS) has shown promising capability in learning text representation. However, existing text-based NAS neither performs a learnable fusion of neural oper…
cs.CL2023
A Lexical-aware Non-autoregressive Transformer-based ASR Model
Chong-En Lin, Kuan-Yu Chen
Non-autoregressive automatic speech recognition (ASR) has become a mainstream of ASR modeling because of its fast decoding speed and satisfactory result. To further boost the perfo…