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Mason Chua

2 accepted papers

2024

Improving Speech Recognition for African American English with Audio Classification

ICASSP 2024accepted

Automatic speech recognition (ASR) systems have been shown to have large quality disparities between the language varieties they are intended or expected to recognize. One way to mitigate this is to train or fine-tune models with more representative datasets. But this approach can be hindered by lim…

Cited by 0SourceScholar
2022

Fast Contextual Adaptation with Neural Associative Memory for On-Device Personalized Speech Recognition

ICASSP 2022accepted

Fast contextual adaptation has shown to be effective in improving Automatic Speech Recognition (ASR) of rare words and when combined with an on-device personalized training, it can yield an even better recognition result. However, the traditional re-scoring approaches based on an external language m…

Cited by 0SourceScholar