On the efficient representation and execution of deep acoustic models

Raziel Alvarez, Rohit Prabhavalkar, Anton Bakhtin

In this paper we present a simple and computationally efficient quantization scheme that enables us to reduce the resolution of the parameters of a neural network from 32-bit float…