Structured Transforms for Small-Footprint Deep Learning

Vikas Sindhwani, Tara N. Sainath, Sanjiv Kumar

We consider the task of building compact deep learning pipelines suitable for deployment on storage and power constrained mobile devices. We propose a unified framework to learn a…