karun kumar

Karun Kumar

About Me


I am part of Comcast Applied AI Research group. I lead the Speech Machine Learning research at Comcast. My research and work focuses on speech processing, multi-modal learning and interpretability in deep learning.

Our work has won the best paper award at ACL 2023.

I completed my MS in Computer Science from Syracuse University.

Email: karun_kumar at comcast dot com

Publications

Methods and Systems for Voice Control
Raphael Tang, Karun Kumar , ..., G. Craig Murray
US Patent App. 17/566,036
What the DAAM: Interpreting Stable Diffusion Using Cross Attention
Raphael Tang*, Linqing Liu*, Akshat Pandey, ..., Karun Kumar, Pontus Stenetorp, Jimmy Lin, Ferhan Ture
ACL 2023 (Best Paper Award)
Predictive Query Execution
Raphael Tang, Karun Kumar, ..., G. Craig Murray
US Patent App. 17/454,234
Systems and Methods for Improved Automatic Speech Recognition Systems
Raphael Tang, Karun Kumar, ..., Craig Murray
US Patent App. 18/066,174
Systems and Methods For Processing Voice Queries Of Different Duration
Raphael Tang, Karun Kumar, ..., Ferhan Ture
US Patent App. 18/193,212
SpeechNet: Weakly Supervised, End-to-End Speech Recognition at Industrial Scale
Raphael Tang, Karun Kumar, Gefei Yang, Akshat Pandey, ..., Craig Murray, Ferhan Ture, Jimmy Lin
EMNLP 2022 Industry
Temporal Early Exiting for Streaming Speech Commands Recognition
Raphael Tang, Karun Kumar, ..., G. Craig Murray, Jimmy Lin
ICASSP 2022
Voice Query Auto Completion
Raphael Tang, Karun Kumar, Kendra Chalkley, Ji Xin, ..., G. Craig Murray, Jimmy Lin
EMNLP 2021 (Oral)