Search Results for author: Mohammad Omar Khursheed

Found 5 papers, 1 papers with code

Small-footprint slimmable networks for keyword spotting

no code implementations21 Apr 2023 Zuhaib Akhtar, Mohammad Omar Khursheed, Dongsu Du, Yuzong Liu

In this work, we present Slimmable Neural Networks applied to the problem of small-footprint keyword spotting.

Small-Footprint Keyword Spotting

Latency Control for Keyword Spotting

no code implementations15 Jun 2022 Christin Jose, Joseph Wang, Grant P. Strimel, Mohammad Omar Khursheed, Yuriy Mishchenko, Brian Kulis

We also show that when our approach is used in conjunction with a max-pooling loss, we are able to improve relative false accepts by 25 % at a fixed latency when compared to cross entropy loss.

Keyword Spotting

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.

Analyzing Gender Bias within Narrative Tropes

1 code implementation EMNLP (NLP+CSS) 2020 Dhruvil Gala, Mohammad Omar Khursheed, Hannah Lerner, Brendan O'Connor, Mohit Iyyer

Popular media reflects and reinforces societal biases through the use of tropes, which are narrative elements, such as archetypal characters and plot arcs, that occur frequently across media.

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