← Search

Chris Lott

2 accepted papers

2021

Distilling Optimal Neural Networks: Rapid Search in Diverse Spaces

ICCV 2021poster

Current state-of-the-art Neural Architecture Search (NAS) methods neither efficiently scale to many hardware platforms nor handle diverse architectural search-spaces. To remedy this, we present DONNA (Distilling Optimal Neural Network Architectures), a novel pipeline for rapid, scalable and diverse…

Cited by 48PDFScholar
2019

Automatic Grammar Augmentation for Robust Voice Command Recognition

ICASSP 2019accepted

This paper proposes a novel pipeline for automatic grammar augmentation that provides a significant improvement in the voice command recognition accuracy for systems with small footprint acoustic model (AM). The improvement is achieved by augmenting the user-defined voice command set, also called gr…

Cited by 0SourceScholar