Prashanth Gurunath Shivakumar

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 31

Top Topics

Speech Recognition

Top Venues

Comput. Speech Lang.

Publications

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 (2024)
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)
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 (2024)
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)
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 (2024)
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)
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 (2023)
Jari Kolehmainen, Yile Gu, Aditya Gourav, Prashanth Gurunath Shivakumar, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko
Personalization for BERT-based Discriminative Speech Recognition Rescoring. CoRR (2023)
Prashanth Gurunath Shivakumar, Jari Kolehmainen, Yile Gu, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko
Distillation Strategies for Discriminative Speech Recognition Rescoring. INTERSPEECH (2023)
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)
Prashanth Gurunath Shivakumar, Jari Kolehmainen, Yile Gu, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko
Discriminative Speech Recognition Rescoring With Pre-Trained Language Models. ASRU (2023)
Yile Gu, Prashanth Gurunath Shivakumar, Jari Kolehmainen, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko
Scaling Laws for Discriminative Speech Recognition Rescoring Models. INTERSPEECH (2023)
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)
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 (2023)
Prashanth Gurunath Shivakumar, Shrikanth Narayanan
End-to-end neural systems for automatic children speech recognition: An empirical study. Comput. Speech Lang. 72 (2022)
Prashanth Gurunath Shivakumar, Shrikanth Narayanan
End-to-End Neural Systems for Automatic Children Speech Recognition: An Empirical Study. CoRR (2021)
Prashanth Gurunath Shivakumar, Somer Bishop, Catherine Lord, Shrikanth Narayanan
Phone Duration Modeling for Speaker Age Estimation in Children. CoRR (2021)
Prashanth Gurunath Shivakumar, Panayiotis G. Georgiou, Shrikanth Narayanan
Confusion2vec 2.0: Enriching Ambiguous Spoken Language Representations with Subwords. CoRR (2021)
Prashanth Gurunath Shivakumar, Naveen Kumar, Panayiotis G. Georgiou, Shrikanth Narayanan
RNN Based Incremental Online Spoken Language Understanding. SLT (2021)
Prashanth Gurunath Shivakumar, Panayiotis G. Georgiou
Transfer learning from adult to children for speech recognition: Evaluation, analysis and recommendations. Comput. Speech Lang. 63 (2020)
Prashanth Gurunath Shivakumar, Mu Yang, Panayiotis G. Georgiou
Spoken Language Intent Detection using Confusion2Vec. CoRR (2019)
Prashanth Gurunath Shivakumar, Panayiotis G. Georgiou
Confusion2Vec: towards enriching vector space word representations with representational ambiguities. PeerJ Comput. Sci. 5 (2019)
Prashanth Gurunath Shivakumar, Shao-Yen Tseng, Panayiotis G. Georgiou, Shrikanth S. Narayanan
Behavior Gated Language Models. CoRR (2019)
Prashanth Gurunath Shivakumar, Mu Yang, Panayiotis G. Georgiou
Spoken Language Intent Detection Using Confusion2Vec. INTERSPEECH (2019)
Prashanth Gurunath Shivakumar, Naveen Kumar, Panayiotis G. Georgiou, Shrikanth S. Narayanan
Incremental Online Spoken Language Understanding. CoRR (2019)
Prashanth Gurunath Shivakumar, Panayiotis G. Georgiou
Transfer Learning from Adult to Children for Speech Recognition: Evaluation, Analysis and Recommendations. CoRR (2018)
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 (2018)
Prashanth Gurunath Shivakumar, Panayiotis G. Georgiou
Confusion2Vec: Towards Enriching Vector Space Word Representations with Representational Ambiguities. CoRR (2018)
Prashanth Gurunath Shivakumar, Panayiotis G. Georgiou
Perception Optimized Deep Denoising AutoEncoders for Speech Enhancement. INTERSPEECH (2016)
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)
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)
Prashanth Gurunath Shivakumar, Alexandros Potamianos, Sungbok Lee, Shrikanth S. Narayanan
Improving speech recognition for children using acoustic adaptation and pronunciation modeling. WOCCI (2014)
Prashanth Gurunath Shivakumar, Ming Li, Vedant Dhandhania, Shrikanth S. Narayanan
Simplified and supervised i-vector modeling for speaker age regression. ICASSP (2014)