Prashanth Gurunath Shivakumar

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All published works

Action	Title	Year	Authors
+ PDF Chat	Align-SLM: Textless Spoken Language Models with Reinforcement Learning from AI Feedback	2024	Guan-Ting Lin Prashanth Gurunath Shivakumar Aditya Gourav Yile Gu Ankur Gandhe Hung-yi Lee Ivan Bulyko
+ PDF Chat	Speech Recognition Rescoring with Large Speech-Text Foundation Models	2024	Prashanth Gurunath Shivakumar Jari Kolehmainen Aditya Gourav Yi Gu Ankur Gandhe Ariya Rastrow Ivan Bulyko
+ PDF Chat	Multi-Modal Retrieval For Large Language Model Based Speech Recognition	2024	Jari Kolehmainen Aditya Gourav Prashanth Gurunath Shivakumar Yile Gu Ankur Gandhe Ariya Rastrow Grant P. Strimel Ivan Bulyko
+	Towards ASR Robust Spoken Language Understanding Through in-Context Learning with Word Confusion Networks	2024	Kevin Everson Yile Gu Huck Yang Prashanth Gurunath Shivakumar Guan-Ting Lin Jari Kolehmainen Ivan Bulyko Ankur Gandhe Shalini Ghosh Wael Hamza
+	Paralinguistics-Enhanced Large Language Modeling of Spoken Dialogue	2024	Guan-Ting Lin Prashanth Gurunath Shivakumar Ankur Gandhe Chao-Han Huck Yang Yile Gu Shalini Ghosh Andreas Stolcke Hung-yi Lee Ivan Bulyko
+	Towards ASR Robust Spoken Language Understanding Through In-Context Learning With Word Confusion Networks	2024	Kevin Everson Yile Gu Huck Yang Prashanth Gurunath Shivakumar Guan-Ting Lin Jari Kolehmainen Ivan Bulyko Ankur Gandhe Shalini Ghosh Wael Hamza
+	Investigating Training Strategies and Model Robustness of Low-Rank Adaptation for Language Modeling in Speech Recognition	2024	Yu Yu Chao-Han Huck Yang Tuan Dinh Sungho Ryu Jari Kolehmainen Roger Ren Denis Filimonov Prashanth Gurunath Shivakumar Ankur Gandhe Ariya Rastow
+ PDF Chat	Discriminative Speech Recognition Rescoring With Pre-Trained Language Models	2023	Prashanth Gurunath Shivakumar Jari Kolehmainen Yile Gu Ankur Gandhe Ariya Rastrow Ivan Bulyko
+ PDF Chat	Low-Rank Adaptation of Large Language Model Rescoring for Parameter-Efficient Speech Recognition	2023	Yu Yu Chao-Han Huck Yang Jari Kolehmainen Prashanth Gurunath Shivakumar Yile Gu Sungho Ryu Roger Ren Qi Luo Aditya Gourav I‐Ming Chen Yi-Chieh Liu
+ PDF Chat	Distillation Strategies for Discriminative Speech Recognition Rescoring	2023	Prashanth Gurunath Shivakumar Jari Kolehmainen Yile Gu Ankur Gandhe Ariya Rastrow Ivan Bulyko
+ PDF Chat	Scaling Laws for Discriminative Speech Recognition Rescoring Models	2023	Yile Gu Prashanth Gurunath Shivakumar Jari Kolehmainen Ankur Gandhe Ariya Rastrow Ivan Bulyko
+ PDF Chat	Personalization for BERT-based Discriminative Speech Recognition Rescoring	2023	Jari Kolehmainen Yile Gu Aditya Gourav Prashanth Gurunath Shivakumar Ankur Gandhe Ariya Rastrow Ivan Bulyko
+	Distillation Strategies for Discriminative Speech Recognition Rescoring	2023	Prashanth Gurunath Shivakumar Jari Kolehmainen Yile Gu Ankur Gandhe Ariya Rastrow Ivan Bulyko
+	Scaling Laws for Discriminative Speech Recognition Rescoring Models	2023	Yile Gu Prashanth Gurunath Shivakumar Jari Kolehmainen Ankur Gandhe Ariya Rastrow Ivan Bulyko
+	Personalization for BERT-based Discriminative Speech Recognition Rescoring	2023	Jari Kolehmainen Yile Gu Aditya Gourav Prashanth Gurunath Shivakumar Ankur Gandhe Ariya Rastrow Ivan Bulyko
+	Low-rank Adaptation of Large Language Model Rescoring for Parameter-Efficient Speech Recognition	2023	Yu Yu Chao-Han Huck Yang Jari Kolehmainen Prashanth Gurunath Shivakumar Yile Gu Sungho Ryu Roger Ren Qi Luo Aditya Gourav I‐Ming Chen
+	Discriminative Speech Recognition Rescoring with Pre-trained Language Models	2023	Prashanth Gurunath Shivakumar Jari Kolehmainen Yile Gu Ankur Gandhe Ariya Rastrow Ivan Bulyko
+	Paralinguistics-Enhanced Large Language Modeling of Spoken Dialogue	2023	Guan-Ting Lin Prashanth Gurunath Shivakumar Ankur Gandhe Chao-Han Huck Yang Yile Gu Shalini Ghosh Andreas Stolcke Hung-yi Lee Ivan Bulyko
+ PDF Chat	Phone duration modeling for speaker age estimation in children	2022	Prashanth Gurunath Shivakumar Somer Bishop Catherine Lord Shrikanth Narayanan
+ PDF Chat	Confusion2Vec 2.0: Enriching ambiguous spoken language representations with subwords	2022	Prashanth Gurunath Shivakumar Panayiotis Georgiou Shrikanth Narayanan
+ PDF Chat	End-to-end neural systems for automatic children speech recognition: An empirical study	2021	Prashanth Gurunath Shivakumar Shrikanth Narayanan
+	End-to-End Neural Systems for Automatic Children Speech Recognition: An Empirical Study	2021	Prashanth Gurunath Shivakumar Shrikanth Narayanan
+ PDF Chat	RNN Based Incremental Online Spoken Language Understanding	2021	Prashanth Gurunath Shivakumar Naveen Kumar Panayiotis Georgiou Shrikanth Narayanan
+	End-to-End Neural Systems for Automatic Children Speech Recognition: An Empirical Study	2021	Prashanth Gurunath Shivakumar Shrikanth Narayanan
+	Phone Duration Modeling for Speaker Age Estimation in Children	2021	Prashanth Gurunath Shivakumar Somer Bishop Catherine Lord Shrikanth Narayanan
+	Transfer learning from adult to children for speech recognition: Evaluation, analysis and recommendations	2020	Prashanth Gurunath Shivakumar Panayiotis Georgiou
+	RNN based Incremental Online Spoken Language Understanding.	2019	Prashanth Gurunath Shivakumar Naveen Kumar Panayiotis Georgiou Shrikanth Narayanan
+ PDF Chat	Spoken Language Intent Detection Using Confusion2Vec	2019	Prashanth Gurunath Shivakumar Mu Yang Panayiotis Georgiou
+	Behavior Gated Language Models	2019	Prashanth Gurunath Shivakumar Shao-Yen Tseng Panayiotis Georgiou Shrikanth Narayanan
+ PDF Chat	Confusion2Vec: towards enriching vector space word representations with representational ambiguities	2019	Prashanth Gurunath Shivakumar Panayiotis Georgiou
+ PDF Chat	Learning from past mistakes: improving automatic speech recognition output via noisy-clean phrase context modeling	2019	Prashanth Gurunath Shivakumar Haoqi Li Kevin Knight Panayiotis Georgiou
+	RNN based Incremental Online Spoken Language Understanding	2019	Prashanth Gurunath Shivakumar Naveen Kumar Panayiotis Georgiou Shrikanth Narayanan
+	Behavior Gated Language Models	2019	Prashanth Gurunath Shivakumar Shao-Yen Tseng Panayiotis Georgiou Shrikanth Narayanan
+	Transfer Learning from Adult to Children for Speech Recognition: Evaluation, Analysis and Recommendations	2018	Prashanth Gurunath Shivakumar Panayiotis Georgiou
+	Transfer Learning from Adult to Children for Speech Recognition: Evaluation, Analysis and Recommendations	2018	Prashanth Gurunath Shivakumar Panayiotis Georgiou

Common Coauthors

Coauthor	Papers Together
Ivan Bulyko	18
Ankur Gandhe	17
Yile Gu	16
Jari Kolehmainen	14
Panayiotis Georgiou	12
Ariya Rastrow	11
Shrikanth Narayanan	10
Aditya Gourav	7
Andreas Stolcke	7
Shalini Ghosh	6
Chao-Han Huck Yang	5
Hung-yi Lee	5
Guan-Ting Lin	5
Yu Yu	3
Tuan Dinh	3
Ariya Rastow	3
I‐Ming Chen	2
Denis Filimonov	2
Shao-Yen Tseng	2
Wael Hamza	2
Yi-Chieh Liu	2
Kevin Everson	2
Somer Bishop	2
Naveen Kumar	2
Roger Ren	2
Catherine Lord	2
Huck Yang	2
Qi Luo	2
Sungho Ryu	2
Jari Kolehmainen	1
Shrikanth Narayanan	1
Jia Xu	1
Sungho Ryu Roger Ren	1
Naveen Kumar	1
Kevin Knight	1
Ankur Gandhe Denis Filimonov	1
Grant P. Strimel	1
Yi Gu	1
Anya Rastrow	1
Mu Yang	1
Haoqi Li	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Transfer learning from adult to children for speech recognition: Evaluation, analysis and recommendations	2020	Prashanth Gurunath Shivakumar Panayiotis Georgiou	4
+	Joint Online Spoken Language Understanding and Language Modeling With Recurrent Neural Networks	2016	Bing Liu Ian Lane	4
+ PDF Chat	Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling	2016	Bing Liu Ian Lane	4
+	A Novel Bi-directional Interrelated Model for Joint Intent Detection and Slot Filling	2019	E Haihong Peiqing Niu Zhongfu Chen Meina Song	3
+	Distributed Representations of Words and Phrases and their Compositionality	2013	Tomáš Mikolov Ilya Sutskever Kai Chen Greg S. Corrado Jeffrey Dean	3
+ PDF Chat	ONENET: Joint domain, intent, slot prediction for spoken language understanding	2017	Young‐Bum Kim Sung‐Jin Lee Karl Stratos	3
+	Achieving Human Parity in Conversational Speech Recognition	2016	Wayne Xiong Jasha Droppo Xuedong Huang Frank Seide Mike Seltzer Andreas Stolcke Dong Yu Geoffrey Zweig	3
+ PDF Chat	Spoken Language Intent Detection Using Confusion2Vec	2019	Prashanth Gurunath Shivakumar Mu Yang Panayiotis Georgiou	3
+ PDF Chat	State-of-the-Art Speech Recognition with Sequence-to-Sequence Models	2018	Chung‐Cheng Chiu Tara N. Sainath Yonghui Wu Rohit Prabhavalkar Patrick Nguyen Zhifeng Chen Anjuli Kannan Ron J. Weiss Kanishka Rao Ekaterina Gonina	3
+	SpeechPrompt v2: Prompt Tuning for Speech Classification Tasks	2023	Kai-Wei Chang Yu–Kai Wang Hua Shen Iu-thing Kang Wei‐Cheng Tseng Shang-Wen Li Hung-yi Lee	2
+	The CUHK-TUDELFT System for The SLT 2021 Children Speech Recognition Challenge	2020	Si Ioi Ng Wei Liu Zhiyuan Peng Siyuan Feng Hing-Pang Huang Odette Scharenborg Tan Lee	2
+	wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations	2020	Alexei Baevski Henry Zhou Abdelrahman Mohamed Michael Auli	2
+ PDF Chat	Transformer Based Deliberation for Two-Pass Speech Recognition	2021	Ke Hu Ruoming Pang Tara N. Sainath Trevor Strohman	2
+	English Conversational Telephone Speech Recognition by Humans and Machines	2017	George Saon Gakuto Kurata Tom Sercu Kartik Audhkhasi Samuel Thomas Dimitrios Dimitriadis Xiaodong Cui Bhuvana Ramabhadran Michael Picheny Lynn-Li Lim	2
+	End-to-End Neural Systems for Automatic Children Speech Recognition: An Empirical Study	2021	Prashanth Gurunath Shivakumar Shrikanth Narayanan	2
+	Attention Is All You Need	2017	Ashish Vaswani Noam Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan N. Gomez Łukasz Kaiser Illia Polosukhin	2
+ PDF Chat	Minimum Word Error Rate Training for Attention-Based Sequence-to-Sequence Models	2018	Rohit Prabhavalkar Tara N. Sainath Yonghui Wu Patrick Nguyen Zhifeng Chen Chung‐Cheng Chiu Anjuli Kannan	2
+ PDF Chat	Joint CTC-attention based end-to-end speech recognition using multi-task learning	2017	Suyoun Kim Takaaki Hori Shinji Watanabe	2
+	Towards End-to-End Speech Recognition with Deep Convolutional Neural Networks	2017	Ying Zhang Mohammad Pezeshki Philémon Brakel Saizheng Zhang Cesar Laurent Yoshua Bengio Aaron Courville	2
+	Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks	2015	Kai Sheng Tai Richard Socher Christopher D. Manning	2
+	Attention is All you Need	2017	Ashish Vaswani Noam Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan N. Gomez Łukasz Kaiser Illia Polosukhin	2
+ PDF Chat	Residual LSTM: Design of a Deep Recurrent Architecture for Distant Speech Recognition	2017	Jaeyoung Kim Mostafa El‐Khamy Jungwon Lee	2
+	End-to-end ASR: from Supervised to Semi-Supervised Learning with Modern Architectures	2019	Gabriel Synnaeve Qiantong Xu Jacob Kahn Édouard Grave Tatiana Likhomanenko Vineel Pratap Anuroop Sriram Vitaliy Liptchinsky Ronan Collobert	2
+ PDF Chat	Audio-Attention Discriminative Language Model for ASR Rescoring	2020	Ankur Gandhe Ariya Rastrow	2
+	Data Augmentation For Children's Speech Recognition -- The "Ethiopian" System For The SLT 2021 Children Speech Recognition Challenge	2020	Guoguo Chen Xingyu Na Yongqing Wang Zhiyong Yan Junbo Zhang Sifan Ma Yujun Wang	2
+	The SLT 2021 children speech recognition challenge: Open datasets, rules and baselines	2020	Fan Yu Zhuoyuan Yao Xiong Wang Keyu An Lei Xie Zhijian Ou Bo Liu Xiulin Li Guanqiong Miao	2
+	Residual Convolutional CTC Networks for Automatic Speech Recognition	2017	Yisen Wang Xuejiao Deng Songbai Pu Zhiheng Huang	2
+	Sequence to Sequence Learning with Neural Networks	2014	Ilya Sutskever Oriol Vinyals Quoc V. Le	2
+ PDF Chat	A Comparative Study on Transformer vs RNN in Speech Applications	2019	Shigeki Karita Nanxin Chen Tomoki Hayashi Takaaki Hori Hirofumi Inaguma Ziyan Jiang Masao Someki Nelson Enrique Yalta Soplin Ryuichi Yamamoto Xiaofei Wang	2
+ PDF Chat	RescoreBERT: Discriminative Speech Recognition Rescoring With Bert	2022	Liyan Xu Yile Gu Jari Kolehmainen Haidar Khan Ankur Gandhe Ariya Rastrow Andreas Stolcke Ivan Bulyko	2
+	Joint Online Spoken Language Understanding and Language Modeling with Recurrent Neural Networks	2016	Bing Liu Ian Lane	2
+	BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding	2018	Jacob Devlin Ming‐Wei Chang Kenton Lee Kristina Toutanova	2
+ PDF Chat	Enriching Word Vectors with Subword Information	2017	Piotr Bojanowski Édouard Grave Armand Joulin Tomáš Mikolov	2
+ PDF Chat	Wav2Letter++: A Fast Open-source Speech Recognition System	2019	Vineel Pratap Awni Hannun Qiantong Xu Jeff Cai Jacob Kahn Gabriel Synnaeve Vitaliy Liptchinsky Ronan Collobert	2
+	SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text Processing	2018	Taku Kudo John T. E. Richardson	2
+ PDF Chat	Cross-lingual Transfer Learning for Multilingual Task Oriented Dialog	2019	Sebastian Schuster Sonal Gupta Rushin Shah Mike Lewis	2
+ PDF Chat	Confusion2Vec: towards enriching vector space word representations with representational ambiguities	2019	Prashanth Gurunath Shivakumar Panayiotis Georgiou	2
+	Fully Convolutional Speech Recognition	2018	Neil Zeghidour Qiantong Xu Vitaliy Liptchinsky Nicolas Usunier Gabriel Synnaeve Ronan Collobert	2
+	Investigating Speech Features for Continuous Turn-Taking Prediction Using LSTMs	2018	Matthew Roddy Gabriel Skantze Naomi Harte	2
+	Efficient Estimation of Word Representations in Vector Space	2013	Tomáš Mikolov Kai Chen Greg S. Corrado Jay B. Dean	2
+	Snips Voice Platform: an embedded Spoken Language Understanding system for private-by-design voice interfaces	2018	Alice Coucke Alaa Saade Adrien Ball Théodore Bluche Alexandre Caulier David Leroy Clément Doumouro Thibault Gisselbrecht Francesco Caltagirone Thibaut Lavril	2
+	Sequence-to-Sequence Speech Recognition with Time-Depth Separable Convolutions	2019	Awni Hannun Ann Lee Qiantong Xu Ronan Collobert	2
+	Efficient Estimation of Word Representations in Vector Space	2013	Tomáš Mikolov Kai Chen Greg S. Corrado Jay B. Dean	2
+	Deep Residual Learning for Image Recognition	2015	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	2
+ PDF Chat	Very deep convolutional networks for end-to-end speech recognition	2017	Zhang Yu William Chan Navdeep Jaitly	2
+ PDF Chat	SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition	2019	Daniel Park William Chan Yu Zhang Chung‐Cheng Chiu Barret Zoph Ekin D. Cubuk Quoc V. Le	2
+	fairseq: A Fast, Extensible Toolkit for Sequence Modeling.	2019	Myle Ott Sergey Edunov Alexei Baevski Angela Fan Sam Gross Nathan Ng David Grangier Michael Auli	2
+ PDF Chat	Who Needs Words? Lexicon-Free Speech Recognition	2019	Tatiana Likhomanenko Gabriel Synnaeve Ronan Collobert	2
+	Reducing Transformer Depth on Demand with Structured Dropout	2019	Angela Fan Édouard Grave Armand Joulin	2
+ PDF Chat	Distillation Strategies for Discriminative Speech Recognition Rescoring	2023	Prashanth Gurunath Shivakumar Jari Kolehmainen Yile Gu Ankur Gandhe Ariya Rastrow Ivan Bulyko	2