Karun Kumar
Comcast Applied AI
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
WhisTLE: Deeply Supervised, Text-Only Domain Adaptation for Pretrained Speech Recognition Transformers
arXiv
Methods and Systems for Voice Control
US Patent App. 17/566,036
What the DAAM: Interpreting Stable Diffusion Using Cross Attention
ACL 2023 Best Paper Award
Predictive Query Execution
US Patent App. 17/454,234
Systems and Methods for Improved Automatic Speech Recognition Systems
US Patent App. 18/066,174
Systems and Methods For Processing Voice Queries Of Different Duration
US Patent App. 18/193,212
SpeechNet: Weakly Supervised, End-to-End Speech Recognition at Industrial Scale
EMNLP 2022 Industry
Temporal Early Exiting for Streaming Speech Commands Recognition
ICASSP 2022
Voice Query Auto Completion
EMNLP 2021 (Oral)