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ORCIDPrashanth Gurunath Shivakumar
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2020 – today
- 2024
[c15]Aditya Gourav, Jari Kolehmainen, Prashanth Gurunath Shivakumar, Yile Gu, Grant P. Strimel, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko:
Multi-Modal Retrieval For Large Language Model Based Speech Recognition. ACL (Findings) 2024: 4435-4446- [c14]Guan-Ting Lin, Prashanth Gurunath Shivakumar, Ankur Gandhe, Chao-Han Huck Yang, Yile Gu, Shalini Ghosh, Andreas Stolcke, Hung-Yi Lee, Ivan Bulyko:
Paralinguistics-Enhanced Large Language Modeling of Spoken Dialogue. ICASSP 2024: 10316-10320 - [c13]Kevin Everson, Yile Gu, Chao-Han Huck Yang, Prashanth Gurunath Shivakumar, Guan-Ting Lin, Jari Kolehmainen, Ivan Bulyko, Ankur Gandhe, Shalini Ghosh, Wael Hamza, Hung-Yi Lee, Ariya Rastrow, Andreas Stolcke:
Towards ASR Robust Spoken Language Understanding Through in-Context Learning with Word Confusion Networks. ICASSP 2024: 12856-12860 - [i17]Kevin Everson, Yile Gu, Chao-Han Huck Yang, Prashanth Gurunath Shivakumar, Guan-Ting Lin, Jari Kolehmainen, Ivan Bulyko, Ankur Gandhe, Shalini Ghosh, Wael Hamza, Hung-yi Lee, Ariya Rastrow, Andreas Stolcke:
Towards ASR Robust Spoken Language Understanding Through In-Context Learning With Word Confusion Networks. CoRR abs/2401.02921 (2024) - [i16]Yu Yu, Chao-Han Huck Yang, Tuan Dinh, Sungho Ryu, Jari Kolehmainen, Roger Ren, Denis Filimonov, Prashanth Gurunath Shivakumar, Ankur Gandhe, Ariya Rastrow, Jia Xu, Ivan Bulyko, Andreas Stolcke:
Investigating Training Strategies and Model Robustness of Low-Rank Adaptation for Language Modeling in Speech Recognition. CoRR abs/2401.10447 (2024) - [i15]Jari Kolehmainen, Aditya Gourav, Prashanth Gurunath Shivakumar, Yile Gu, Ankur Gandhe, Ariya Rastrow, Grant P. Strimel, Ivan Bulyko:
Multi-Modal Retrieval For Large Language Model Based Speech Recognition. CoRR abs/2406.09618 (2024) - [i14]Prashanth Gurunath Shivakumar, Jari Kolehmainen, Aditya Gourav, Yi Gu, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko:
Speech Recognition Rescoring with Large Speech-Text Foundation Models. CoRR abs/2409.16654 (2024) - [i13]Guan-Ting Lin, Prashanth Gurunath Shivakumar, Aditya Gourav, Yile Gu, Ankur Gandhe, Hung-yi Lee, Ivan Bulyko:
Align-SLM: Textless Spoken Language Models with Reinforcement Learning from AI Feedback. CoRR abs/2411.01834 (2024) - 2023
- [c12]Prashanth Gurunath Shivakumar, Jari Kolehmainen, Yile Gu, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko:
Discriminative Speech Recognition Rescoring With Pre-Trained Language Models. ASRU 2023: 1-7 - [c11]Yu Yu, Chao-Han Huck Yang, Jari Kolehmainen, Prashanth Gurunath Shivakumar, Yile Gu, Sungho Ryu, Roger Ren, Qi Luo, Aditya Gourav, I-Fan Chen, Yi-Chieh Liu, Tuan Dinh, Ankur Gandhe, Denis Filimonov, Shalini Ghosh, Andreas Stolcke, Ariya Rastrow, Ivan Bulyko:
Low-Rank Adaptation of Large Language Model Rescoring for Parameter-Efficient Speech Recognition. ASRU 2023: 1-8 - [c10]Jari Kolehmainen, Yile Gu, Aditya Gourav, Prashanth Gurunath Shivakumar, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko:
Personalization for BERT-based Discriminative Speech Recognition Rescoring. INTERSPEECH 2023: 366-370 - [c9]Yile Gu, Prashanth Gurunath Shivakumar, Jari Kolehmainen, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko:
Scaling Laws for Discriminative Speech Recognition Rescoring Models. INTERSPEECH 2023: 471-475 - [c8]Prashanth Gurunath Shivakumar, Jari Kolehmainen, Yile Gu, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko:
Distillation Strategies for Discriminative Speech Recognition Rescoring. INTERSPEECH 2023: 4084-4088 - [i12]Jari Kolehmainen, Yile Gu, Aditya Gourav, Prashanth Gurunath Shivakumar, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko:
Personalization for BERT-based Discriminative Speech Recognition Rescoring. CoRR abs/2307.06832 (2023) - [i11]Yu Yu, Chao-Han Huck Yang, Jari Kolehmainen, Prashanth Gurunath Shivakumar, Yile Gu, Sungho Ryu, Roger Ren, Qi Luo, Aditya Gourav, I-Fan Chen, Yi-Chieh Liu, Tuan Dinh, Ankur Gandhe, Denis Filimonov, Shalini Ghosh, Andreas Stolcke, Ariya Rastrow, Ivan Bulyko:
Low-rank Adaptation of Large Language Model Rescoring for Parameter-Efficient Speech Recognition. CoRR abs/2309.15223 (2023) - [i10]Guan-Ting Lin, Prashanth Gurunath Shivakumar, Ankur Gandhe, Chao-Han Huck Yang, Yile Gu, Shalini Ghosh, Andreas Stolcke, Hung-yi Lee, Ivan Bulyko:
Paralinguistics-Enhanced Large Language Modeling of Spoken Dialogue. CoRR abs/2312.15316 (2023) - 2022
- [j3]Prashanth Gurunath Shivakumar
, Shrikanth Narayanan:
End-to-end neural systems for automatic children speech recognition: An empirical study. Comput. Speech Lang. 72: 101289 (2022) - 2021
- [c7]Prashanth Gurunath Shivakumar, Naveen Kumar, Panayiotis G. Georgiou, Shrikanth Narayanan:
RNN Based Incremental Online Spoken Language Understanding. SLT 2021: 989-996 - [i9]Prashanth Gurunath Shivakumar, Panayiotis G. Georgiou, Shrikanth Narayanan:
Confusion2vec 2.0: Enriching Ambiguous Spoken Language Representations with Subwords. CoRR abs/2102.02270 (2021) - [i8]Prashanth Gurunath Shivakumar, Shrikanth Narayanan:
End-to-End Neural Systems for Automatic Children Speech Recognition: An Empirical Study. CoRR abs/2102.09918 (2021) - [i7]Prashanth Gurunath Shivakumar, Somer Bishop, Catherine Lord, Shrikanth Narayanan:
Phone Duration Modeling for Speaker Age Estimation in Children. CoRR abs/2109.01568 (2021) - 2020
- [j2]Prashanth Gurunath Shivakumar, Panayiotis G. Georgiou:
Transfer learning from adult to children for speech recognition: Evaluation, analysis and recommendations. Comput. Speech Lang. 63: 101077 (2020)
2010 – 2019
- 2019
- [j1]Prashanth Gurunath Shivakumar, Panayiotis G. Georgiou:
Confusion2Vec: towards enriching vector space word representations with representational ambiguities. PeerJ Comput. Sci. 5: e195 (2019) - [c6]Prashanth Gurunath Shivakumar, Mu Yang, Panayiotis G. Georgiou:
Spoken Language Intent Detection Using Confusion2Vec. INTERSPEECH 2019: 819-823 - [i6]Prashanth Gurunath Shivakumar, Mu Yang, Panayiotis G. Georgiou:
Spoken Language Intent Detection using Confusion2Vec. CoRR abs/1904.03576 (2019) - [i5]Prashanth Gurunath Shivakumar, Shao-Yen Tseng, Panayiotis G. Georgiou, Shrikanth S. Narayanan:
Behavior Gated Language Models. CoRR abs/1909.00107 (2019) - [i4]Prashanth Gurunath Shivakumar, Naveen Kumar, Panayiotis G. Georgiou, Shrikanth S. Narayanan:
Incremental Online Spoken Language Understanding. CoRR abs/1910.10287 (2019) - 2018
- [i3]Prashanth Gurunath Shivakumar, Haoqi Li, Kevin Knight, Panayiotis G. Georgiou:
Learning from Past Mistakes: Improving Automatic Speech Recognition Output via Noisy-Clean Phrase Context Modeling. CoRR abs/1802.02607 (2018) - [i2]Prashanth Gurunath Shivakumar, Panayiotis G. Georgiou:
Transfer Learning from Adult to Children for Speech Recognition: Evaluation, Analysis and Recommendations. CoRR abs/1805.03322 (2018) - [i1]Prashanth Gurunath Shivakumar, Panayiotis G. Georgiou:
Confusion2Vec: Towards Enriching Vector Space Word Representations with Representational Ambiguities. CoRR abs/1811.03199 (2018) - 2016
- [c5]Prashanth Gurunath Shivakumar, Sandeep Nallan Chakravarthula, Panayiotis G. Georgiou:
Multimodal Fusion of Multirate Acoustic, Prosodic, and Lexical Speaker Characteristics for Native Language Identification. INTERSPEECH 2016: 2408-2412 - [c4]Prashanth Gurunath Shivakumar, Panayiotis G. Georgiou:
Perception Optimized Deep Denoising AutoEncoders for Speech Enhancement. INTERSPEECH 2016: 3743-3747 - [c3]Md. Nasir, Arindam Jati, Prashanth Gurunath Shivakumar, Sandeep Nallan Chakravarthula, Panayiotis G. Georgiou:
Multimodal and Multiresolution Depression Detection from Speech and Facial Landmark Features. AVEC@ACM Multimedia 2016: 43-50 - 2014
- [c2]Prashanth Gurunath Shivakumar, Ming Li, Vedant Dhandhania, Shrikanth S. Narayanan:
Simplified and supervised i-vector modeling for speaker age regression. ICASSP 2014: 4833-4837 - [c1]Prashanth Gurunath Shivakumar, Alexandros Potamianos, Sungbok Lee, Shrikanth S. Narayanan:
Improving speech recognition for children using acoustic adaptation and pronunciation modeling. WOCCI 2014: 15-19
Coauthor Index
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