Search Results for author: Rajath Kumar

Found 3 papers, 0 papers with code

Tiny-CRNN: Streaming Wakeword Detection In A Low Footprint Setting

no code implementations29 Sep 2021 Mohammad Omar Khursheed, Christin Jose, Rajath Kumar, GengShen Fu, Brian Kulis, Santosh Kumar Cheekatmalla

In this work, we propose Tiny-CRNN (Tiny Convolutional Recurrent Neural Network) models applied to the problem of wakeword detection, and augment them with scaled dot product attention.

Small Footprint Convolutional Recurrent Networks for Streaming Wakeword Detection

no code implementations25 Nov 2020 Mohammad Omar Khursheed, Christin Jose, Rajath Kumar, GengShen Fu, Brian Kulis, Santosh Kumar Cheekatmalla

In this work, we propose small footprint Convolutional Recurrent Neural Network models applied to the problem of wakeword detection and augment them with scaled dot product attention.

Multi-task Learning for Continuous Control

no code implementations3 Feb 2018 Himani Arora, Rajath Kumar, Jason Krone, Chong Li

In addition, most reinforcement learning research on multi-task learning has been focused on discrete action spaces, which are not used for robotic control in the real-world.

Continuous Control Multi-Task Learning +1

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