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Prashanth Gurunath Shivakumar
Prashanth Gurunath Shivakumar
Verified email at usc.edu
Title
Cited by
Cited by
Year
Multimodal and multiresolution depression detection from speech and facial landmark features
M Nasir, A Jati, PG Shivakumar, S Nallan Chakravarthula, P Georgiou
Proceedings of the 6th international workshop on audio/visual emotion …, 2016
1372016
Transfer learning from adult to children for speech recognition: Evaluation, analysis and recommendations
PG Shivakumar, P Georgiou
Computer speech & language 63, 101077, 2020
1342020
Improving speech recognition for children using acoustic adaptation and pronunciation modeling.
PG Shivakumar, A Potamianos, S Lee, SS Narayanan
WOCCI, 15-19, 2014
842014
Perception optimized deep denoising autoencoders for speech enhancement.
PG Shivakumar, PG Georgiou
Interspeech, 3743-3747, 2016
562016
End-to-end neural systems for automatic children speech recognition: An empirical study
PG Shivakumar, S Narayanan
Computer Speech & Language 72, 101289, 2022
312022
Learning from past mistakes: improving automatic speech recognition output via noisy-clean phrase context modeling
PG Shivakumar, H Li, K Knight, P Georgiou
APSIPA Transactions on Signal and Information Processing 8, e8, 2019
302019
Spoken Language Intent Detection Using Confusion2Vec
PG Shivakumar, M Yang, P Georgiou
Proc. Interspeech 2019, 819--823, 2019
272019
Confusion2vec: Towards enriching vector space word representations with representational ambiguities
PG Shivakumar, P Georgiou
PeerJ Computer Science 5, e195, 2019
232019
Simplified and supervised i-vector modeling for speaker age regression
PG Shivakumar, M Li, V Dhandhania, SS Narayanan
2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014
212014
Multimodal Fusion of Multirate Acoustic, Prosodic, and Lexical Speaker Characteristics for Native Language Identification.
PG Shivakumar, SN Chakravarthula, PG Georgiou
INTERSPEECH, 2408-2412, 2016
122016
Low-rank adaptation of large language model rescoring for parameter-efficient speech recognition
Y Yu, CHH Yang, J Kolehmainen, PG Shivakumar, Y Gu, SRR Ren, Q Luo, ...
2023 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU), 1-8, 2023
72023
Scaling laws for discriminative speech recognition rescoring models
Y Gu, PG Shivakumar, J Kolehmainen, A Gandhe, A Rastrow, I Bulyko
arXiv preprint arXiv:2306.15815, 2023
42023
Incremental online spoken language understanding
PG Shivakumar, N Kumar, P Georgiou, S Narayanan
arXiv preprint arXiv:1910.10287, 2019
42019
Rnn based incremental online spoken language understanding
PG Shivakumar, N Kumar, P Georgiou, S Narayanan
2021 IEEE Spoken Language Technology Workshop (SLT), 989-996, 2021
32021
Behavior gated language models
PG Shivakumar, SY Tseng, P Georgiou, S Narayanan
arXiv preprint arXiv:1909.00107, 2019
32019
Paralinguistics-enhanced large language modeling of spoken dialogue
GT Lin, PG Shivakumar, A Gandhe, CHH Yang, Y Gu, S Ghosh, A Stolcke, ...
arXiv preprint arXiv:2312.15316, 2023
22023
Distillation strategies for discriminative speech recognition rescoring
PG Shivakumar, J Kolehmainen, Y Gu, A Gandhe, A Rastrow, I Bulyko
arXiv preprint arXiv:2306.09452, 2023
22023
Confusion2Vec 2.0: Enriching ambiguous spoken language representations with subwords
P Gurunath Shivakumar, P Georgiou, S Narayanan
Plos one 17 (3), e0264488, 2022
22022
Towards ASR robust spoken language understanding through in-context learning with word confusion networks
K Everson, Y Gu, H Yang, PG Shivakumar, GT Lin, J Kolehmainen, ...
arXiv preprint arXiv:2401.02921, 2024
12024
Personalization for bert-based discriminative speech recognition rescoring
J Kolehmainen, Y Gu, A Gourav, PG Shivakumar, A Gandhe, A Rastrow, ...
arXiv preprint arXiv:2307.06832, 2023
12023
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