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4. Low-Latency Lightweight Streaming Speech Recognition With 8-Bit Quantized Simple Gated Convolutional Neural Networks

Low-Latency Lightweight Streaming Speech Recognition With 8-Bit Quantized Simple Gated Convolutional Neural Networks

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IEEE ICASSP 2020 Virtual Conference May 2020

Automatic speech recognition (ASR) is very important for mobile devices. However, deep neural network-based ASR demands a large number of computations, while the memory bandwidth and battery capacity of mobile devices are limited. Server-based implementat

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Low-Latency Lightweight Streaming Speech Recognition With 8-Bit Quantized Simple Gated Convolutional Neural Networks

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Automatic speech recognition (ASR) is very important for mobile devices. However, deep neural network-based ASR demands a large number of computations, while the memory bandwidth and battery capacity of mobile devices are limited. Server-based implementat