2023

Small Footprint Slimmable Networks for Keyword Spotting
Akhtar Z, Khursheed MO, Du D, Liu Y
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
Developed dynamically slimmable transformer architectures enabling parallel training of different sized keyword spotting networks.

2022

Latency Control for Keyword Spotting
Jose C, Wang J, Strimel GP, Khursheed MO, Mishchenko Y, Kulis B
INTERSPEECH
Introduced novel method for balancing latency-accuracy tradeoffs in keyword spotting systems.

2021

Tiny-CRNN: Streaming Wakeword Detection in a Low Footprint Setting
Khursheed MO, Jose C, Kumar R, Fu G, Kulis B, Cheekatmalla SK
IEEE Automatic Speech Recognition and Understanding Workshop (ASRU)
Developed self-attention augmented model for efficient keyword spotting.

2020

Analyzing Gender Bias within Narrative Tropes
Gala D, Khursheed MO (co-first author), Lerner H, OConnor B, Iyyer M
Workshop on NLP and Computational Social Science, EMNLP
Created novel methodologies for analyzing gender bias through large-scale dataset construction.