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Lightweight And Efficient End-To-End Speech Recognition Using Low-Rank Transformer

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IEEE ICASSP 2020 Virtual Conference May 2020

Highly performing deep neural networks come at the cost of computational complexity that limits their practicality for deployment on portable devices. We propose the low-rank transformer (LRT), a memory-efficient and fast neural architecture that signific

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Lightweight And Efficient End-To-End Speech Recognition Using Low-Rank Transformer

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Highly performing deep neural networks come at the cost of computational complexity that limits their practicality for deployment on portable devices. We propose the low-rank transformer (LRT), a memory-efficient and fast neural architecture that signific