Arun Narayanan

121 papers A 23B 1C 7Misc 21Journal 53Unranked 14

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Dynamic deployment of UAVs for temporary networks using multi-criteria decision-making. Ad Hoc Networks Flávio Henry Ferreira, Fabrício J. B. Barros, Miércio Cardoso De Alcântara Neto, Arun Narayanan, Pedro H. J. Nardelli, Jasmine Priscyla Leite De Araújo
2025	Misc	`conf`	Bone Conducted Signal Guided Speech Enhancement For Voice Assistant on Earbuds. ICASSP Jens Heitkaemper, Joe Caroselli, Max McKinnon, Arun Narayanan, Nathan Howard
2025	J	`jnl`	Coordinated Multi-Drone Last-mile Delivery: Learning Strategies for Energy-aware and Timely Operations. CoRR Chuhao Qin, Arun Narayanan, Evangelos Pournaras
2025	J	`jnl`	Edge-to-Cloud Computations-as-a-Service in Software-Defined Energy Networks for Smart Grids. CoRR Jack Jackman, David Ryan, Arun Narayanan, Pedro H. J. Nardelli, Indrakshi Dey
2025	C	`conf`	Improving Streaming ASR via Differentially Private Fusion of Data from Multiple Sources. ASRU Virat Shejwalkar, Om Thakkar, Steve Chien, Nicole Rafidi, Arun Narayanan
2025	J	`jnl`	Large-Scale Package Deliveries With Unmanned Aerial Vehicles Using Collective Learning. IEEE Intell. Syst. Arun Narayanan, Evangelos Pournaras, Pedro H. J. Nardelli
2025	J	`jnl`	Pricing Mechanisms versus Non-Pricing Mechanisms for Demand Side Management in Microgrids. CoRR Cassia Nunes Almeida, Arun Narayanan, Hafiz Majid Hussain, Pedro H. J. Nardelli
2024	J	`jnl`	Can DeepFake Speech be Reliably Detected? CoRR Hongbin Liu, Youzheng Chen, Arun Narayanan, Athula Balachandran, Pedro J. Moreno, Lun Wang
2024	J	`jnl`	Differentially Private Parameter-Efficient Fine-tuning for Large ASR Models. CoRR Hongbin Liu, Lun Wang, Om Thakkar, Abhradeep Thakurta, Arun Narayanan
2024	A	`conf`	Efficiently Train ASR Models that Memorize Less and Perform Better with Per-core Clipping. INTERSPEECH Lun Wang, Om Thakkar, Zhong Meng, Nicole Rafidi, Rohit Prabhavalkar, Arun Narayanan
2024	J	`jnl`	Efficiently Train ASR Models that Memorize Less and Perform Better with Per-core Clipping. CoRR Lun Wang, Om Thakkar, Zhong Meng, Nicole Rafidi, Rohit Prabhavalkar, Arun Narayanan
2024	Misc	`conf`	Extreme Encoder Output Frame Rate Reduction: Improving Computational Latencies of Large End-to-End Models. ICASSP Rohit Prabhavalkar, Zhong Meng, Weiran Wang, Adam Stooke, Xingyu Cai, Yanzhang He, Arun Narayanan, Dongseong Hwang, Tara N. Sainath, Pedro J. Moreno
2024	J	`jnl`	Extreme Encoder Output Frame Rate Reduction: Improving Computational Latencies of Large End-to-End Models. CoRR Rohit Prabhavalkar, Zhong Meng, Weiran Wang, Adam Stooke, Xingyu Cai, Yanzhang He, Arun Narayanan, Dongseong Hwang, Tara N. Sainath, Pedro J. Moreno
2024	J	`jnl`	Image-based intrusion detection system for GPS spoofing cyberattacks in unmanned aerial vehicles. Ad Hoc Networks Mohamed Selim Korium, Mohamed Saber, Ahmed Mahmoud Ahmed, Arun Narayanan, Pedro H. J. Nardelli
2024	Misc	`conf`	Improving Acoustic Echo Cancellation for Voice Assistants Using Neural Echo Suppression and Multi-Microphone Noise Reduction. ICASSP Jens Heitkaemper, Arun Narayanan, Turaj Zakizadeh Shabestary, Sankaran Panchapagesan, James Walker, Bhalchandra Gajare, Shlomi Regev, Ajay Dudani, Alexander Gruenstein
2024	J	`jnl`	Intrusion detection system for cyberattacks in the Internet of Vehicles environment. Ad Hoc Networks Mohamed Selim Korium, Mohamed Saber, Alexander Beattie, Arun Narayanan, Subham Sahoo, Pedro H. J. Nardelli
2024	—	`conf`	Pricing Mechanisms versus Non-Pricing Mechanisms for Demand Side Management in Microgrids. ISGT EUROPE Cassia Nunes Almeida, Arun Narayanan, Hafiz Majid Hussain, Pedro H. J. Nardelli
2024	A	`conf`	Quantifying Unintended Memorization in BEST-RQ ASR Encoders. INTERSPEECH Virat Shejwalkar, Om Thakkar, Arun Narayanan
2024	A	`conf`	TfCleanformer: A streaming, array-agnostic, full- and sub-band modeling front-end for robust ASR. INTERSPEECH Jens Heitkaemper, Joe Caroselli, Arun Narayanan, Nathan Howard
2024	—	`conf`	Training Large ASR Encoders With Differential Privacy. SLT Geeticka Chauhan, Steve Chien, Om Thakkar, Abhradeep Thakurta, Arun Narayanan
2024	J	`jnl`	Training Large ASR Encoders with Differential Privacy. CoRR Geeticka Chauhan, Steve Chien, Om Thakkar, Abhradeep Thakurta, Arun Narayanan
2023	J	`jnl`	Benchmarking of Heuristic Algorithms for Energy Router-Based Packetized Energy Management in Smart Homes. IEEE Syst. J. Hafiz Majid Hussain, Ashfaq Ahmad, Arun Narayanan, Pedro H. J. Nardelli, Yongheng Yang
2023	Misc	`conf`	Cleanformer: A Multichannel Array Configuration-Invariant Neural Enhancement Frontend for ASR in Smart Speakers. ICASSP Joseph Caroselli, Arun Narayanan, Nathan Howard, Tom O'Malley
2023	—	`conf`	Collective Learning for Energy-centric Flexible Job Shop Scheduling. ISIE Arun Narayanan, Evangelos Pournaras, Pedro H. J. Nardelli
2023	Misc	`conf`	Conditional Conformer: Improving Speaker Modulation For Single And Multi-User Speech Enhancement. ICASSP Tom O'Malley, Shaojin Ding, Arun Narayanan, Quan Wang, Rajeev Rikhye, Qiao Liang, Yanzhang He, Ian McGraw
2023	J	`jnl`	Large-scale Package Deliveries with Unmanned Aerial Vehicles using Collective Learning. CoRR Arun Narayanan, Evangelos Pournaras, Pedro H. J. Nardelli
2023	A	`conf`	On Training a Neural Residual Acoustic Echo Suppressor for Improved ASR. INTERSPEECH Sankaran Panchapagesan, Turaj Zakizadeh Shabestary, Arun Narayanan
2022	A	`conf`	A Conformer-based Waveform-domain Neural Acoustic Echo Canceller Optimized for ASR Accuracy. INTERSPEECH Sankaran Panchapagesan, Arun Narayanan, Turaj Zakizadeh Shabestary, Shuai Shao, Nathan Howard, Alex Park, James Walker, Alexander Gruenstein
2022	J	`jnl`	A Conformer-based Waveform-domain Neural Acoustic Echo Canceller Optimized for ASR Accuracy. CoRR Sankaran Panchapagesan, Arun Narayanan, Turaj Zakizadeh Shabestary, Shuai Shao, Nathan Howard, Alex Park, James Walker, Alexander Gruenstein
2022	J	`jnl`	A Universally-Deployable ASR Frontend for Joint Acoustic Echo Cancellation, Speech Enhancement, and Voice Separation. CoRR Tom O'Malley, Arun Narayanan, Quan Wang
2022	A	`conf`	A universally-deployable ASR frontend for joint acoustic echo cancellation, speech enhancement, and voice separation. INTERSPEECH Thomas R. O'Malley, Arun Narayanan, Quan Wang
2022	J	`jnl`	Collective Intelligence Using 5G: Concepts, Applications, and Challenges in Sociotechnical Environments. IEEE Access Arun Narayanan, Mohamed Selim Korium, Dick Carrillo Melgarejo, Hafiz Majid Hussain, Arthur Sousa de Sena, Pedro E. Gória Silva, Daniel Gutierrez-Rojas, Mehar Ullah, Ali Esmaeel Nezhad, Mehdi Rasti, Evangelos Pournaras, Pedro H. J. Nardelli
2022	A	`conf`	Extracting Targeted Training Data from ASR Models, and How to Mitigate It. INTERSPEECH Ehsan Amid, Om Dipakbhai Thakkar, Arun Narayanan, Rajiv Mathews, Françoise Beaufays
2022	J	`jnl`	Extracting Targeted Training Data from ASR Models, and How to Mitigate It. CoRR Ehsan Amid, Om Thakkar, Arun Narayanan, Rajiv Mathews, Françoise Beaufays
2022	Misc	`conf`	Improving The Latency And Quality Of Cascaded Encoders. ICASSP Tara N. Sainath, Yanzhang He, Arun Narayanan, Rami Botros, Weiran Wang, David Qiu, Chung-Cheng Chiu, Rohit Prabhavalkar, Alexander Gruenstein, Anmol Gulati, Bo Li, David Rybach, Emmanuel Guzman, Ian McGraw, James Qin, Krzysztof Choromanski, Qiao Liang, Robert David, Ruoming Pang, Shuo-Yiin Chang, Trevor Strohman, W. Ronny Huang, Wei Han, Yonghui Wu, Yu Zhang
2022	J	`jnl`	Industrial Energy Management System: Design of a Conceptual Framework Using IoT and Big Data. IEEE Access Mehar Ullah, Arun Narayanan, Annika Wolff, Pedro H. J. Nardelli
2022	—	`conf`	Learning Mask Scalars for Improved Robust Automatic Speech Recognition. SLT Arun Narayanan, James Walker, Sankaran Panchapagesan, Nathan Howard, Yuma Koizumi
2022	J	`jnl`	Mask scalar prediction for improving robust automatic speech recognition. CoRR Arun Narayanan, James Walker, Sankaran Panchapagesan, Nathan Howard, Yuma Koizumi
2022	J	`jnl`	Optimizing Flying Base Station Connectivity by RAN Slicing and Reinforcement Learning. IEEE Access Dick Carrillo Melgarejo, Jirí Pokorný, Pavel Seda, Arun Narayanan, Pedro H. J. Nardelli, Mehdi Rasti, Jiri Hosek, Milos Seda, Demóstenes Z. Rodríguez, Yevgeni Koucheryavy, Gustavo Fraidenraich
2022	J	`jnl`	Performance evaluation of machine learning for fault selection in power transmission lines. Knowl. Inf. Syst. Daniel Gutierrez-Rojas, Ioannis T. Christou, Daniel Dantas, Arun Narayanan, Pedro H. J. Nardelli, Yongheng Yang
2022	A	`conf`	Personal VAD 2.0: Optimizing Personal Voice Activity Detection for On-Device Speech Recognition. INTERSPEECH Shaojin Ding, Rajeev Rikhye, Qiao Liang, Yanzhang He, Quan Wang, Arun Narayanan, Tom O'Malley, Ian McGraw
2022	J	`jnl`	Personal VAD 2.0: Optimizing Personal Voice Activity Detection for On-Device Speech Recognition. CoRR Shaojin Ding, Rajeev Rikhye, Qiao Liang, Yanzhang He, Quan Wang, Arun Narayanan, Tom O'Malley, Ian McGraw
2022	A	`conf`	SNRi Target Training for Joint Speech Enhancement and Recognition. INTERSPEECH Yuma Koizumi, Shigeki Karita, Arun Narayanan, Sankaran Panchapagesan, Michiel Bacchiani
2022	J	`jnl`	Streaming Noise Context Aware Enhancement For Automatic Speech Recognition in Multi-Talker Environments. CoRR Joe Caroselli, Arun Narayanan, Yiteng Huang
2022	—	`conf`	Streaming Noise Context Aware Enhancement for Automatic Speech Recognition in Multi-Talker Environments. IWAENC Joe Caroselli, Arun Narayanan, Yiteng Huang
2022	Misc	`conf`	Transducer-Based Streaming Deliberation for Cascaded Encoders. ICASSP Ke Hu, Tara N. Sainath, Arun Narayanan, Ruoming Pang, Trevor Strohman
2021	Misc	`conf`	A Better and Faster end-to-end Model for Streaming ASR. ICASSP Bo Li, Anmol Gulati, Jiahui Yu, Tara N. Sainath, Chung-Cheng Chiu, Arun Narayanan, Shuo-Yiin Chang, Ruoming Pang, Yanzhang He, James Qin, Wei Han, Qiao Liang, Yu Zhang, Trevor Strohman, Yonghui Wu
2021	A	`conf`	A Comparison of Supervised and Unsupervised Pre-Training of End-to-End Models. Interspeech Ananya Misra, Dongseong Hwang, Zhouyuan Huo, Shefali Garg, Nikhil Siddhartha, Arun Narayanan, Khe Chai Sim
2021	C	`conf`	A Conformer-Based ASR Frontend for Joint Acoustic Echo Cancellation, Speech Enhancement and Speech Separation. ASRU Tom O'Malley, Arun Narayanan, Quan Wang, Alex Park, James Walker, Nathan Howard
2021	J	`jnl`	A Conformer-based ASR Frontend for Joint Acoustic Echo Cancellation, Speech Enhancement and Speech Separation. CoRR Tom O'Malley, Arun Narayanan, Quan Wang, Alex Park, James Walker, Nathan Howard
2021	A	`conf`	An Efficient Streaming Non-Recurrent On-Device End-to-End Model with Improvements to Rare-Word Modeling. Interspeech Tara N. Sainath, Yanzhang He, Arun Narayanan, Rami Botros, Ruoming Pang, David Rybach, Cyril Allauzen, Ehsan Variani, James Qin, Quoc-Nam Le-The, Shuo-Yiin Chang, Bo Li, Anmol Gulati, Jiahui Yu, Chung-Cheng Chiu, Diamantino Caseiro, Wei Li, Qiao Liang, Pat Rondon
2021	Misc	`conf`	Cascaded Encoders for Unifying Streaming and Non-Streaming ASR. ICASSP Arun Narayanan, Tara N. Sainath, Ruoming Pang, Jiahui Yu, Chung-Cheng Chiu, Rohit Prabhavalkar, Ehsan Variani, Trevor Strohman
2021	C	`conf`	Cross-Attention Conformer for Context Modeling in Speech Enhancement for ASR. ASRU Arun Narayanan, Chung-Cheng Chiu, Tom O'Malley, Quan Wang, Yanzhang He
2021	J	`jnl`	Cross-attention conformer for context modeling in speech enhancement for ASR. CoRR Arun Narayanan, Chung-Cheng Chiu, Tom O'Malley, Quan Wang, Yanzhang He
2021	Misc	`conf`	FastEmit: Low-Latency Streaming ASR with Sequence-Level Emission Regularization. ICASSP Jiahui Yu, Chung-Cheng Chiu, Bo Li, Shuo-Yiin Chang, Tara N. Sainath, Yanzhang He, Arun Narayanan, Wei Han, Anmol Gulati, Yonghui Wu, Ruoming Pang
2021	J	`jnl`	Home Energy Management Systems: Operation and Resilience of Heuristics against Cyberattacks. CoRR Hafiz Majid Hussain, Arun Narayanan, Subham Sahoo, Yongheng Yang, Pedro H. J. Nardelli, Frede Blaabjerg
2021	Misc	`conf`	Improving Streaming Automatic Speech Recognition with Non-Streaming Model Distillation on Unsupervised Data. ICASSP Thibault Doutre, Wei Han, Min Ma, Zhiyun Lu, Chung-Cheng Chiu, Ruoming Pang, Arun Narayanan, Ananya Misra, Yu Zhang, Liangliang Cao
2021	—	`conf`	Industrial Energy Management System: Design of a Conceptual Framework using IoT and Big Data. ISGT-Europe Mehar Ullah, Arun Narayanan, Annika Wolff, Pedro H. J. Nardelli
2021	Misc	`conf`	Less is More: Improved RNN-T Decoding Using Limited Label Context and Path Merging. ICASSP Rohit Prabhavalkar, Yanzhang He, David Rybach, Sean Campbell, Arun Narayanan, Trevor Strohman, Tara N. Sainath
2021	—	`conf`	Packetized Energy Management Controller for Residential Consumers. ISGT-Europe Hafiz Majid Hussain, Ashfaq Ahmad, Arun Narayanan, Pedro H. J. Nardelli, Yongheng Yang
2021	J	`jnl`	Packetized Energy Management Controller for Residential Consumers. CoRR Hafiz Majid Hussain, Ashfaq Ahmad, Arun Narayanan, Pedro H. J. Nardelli, Yongheng Yang
2021	A	`conf`	Personalized Keyphrase Detection Using Speaker and Environment Information. Interspeech Rajeev Rikhye, Quan Wang, Qiao Liang, Yanzhang He, Ding Zhao, Yiteng Huang, Arun Narayanan, Ian McGraw
2021	J	`jnl`	Personalized Keyphrase Detection using Speaker and Environment Information. CoRR Rajeev Rikhye, Quan Wang, Qiao Liang, Yanzhang He, Ding Zhao, Yiteng Huang, Arun Narayanan, Ian McGraw
2021	—	`conf`	RNN-T Models Fail to Generalize to Out-of-Domain Audio: Causes and Solutions. SLT Chung-Cheng Chiu, Arun Narayanan, Wei Han, Rohit Prabhavalkar, Yu Zhang, Navdeep Jaitly, Ruoming Pang, Tara N. Sainath, Patrick Nguyen, Liangliang Cao, Yonghui Wu
2021	J	`jnl`	SNRi Target Training for Joint Speech Enhancement and Recognition. CoRR Yuma Koizumi, Shigeki Karita, Arun Narayanan, Sankaran Panchapagesan, Michiel Bacchiani
2021	—	`conf`	Smart Grid Information Processes Using IoT and Big Data with Cloud and Edge Computing. MIPRO Mehar Ullah, Arun Narayanan, Annika Wolff, Pedro H. J. Nardelli
2021	—	`conf`	Unified Framework to Select an IoT Platform for Industrial Energy Management Systems. MIPRO Mehar Ullah, Arun Narayanan, Annika Wolff, Pedro H. J. Nardelli
2021	J	`jnl`	Virtual Microgrid Management via Software-defined Energy Network for Electricity Sharing. CoRR Pedro H. J. Nardelli, Majid Hussein, Arun Narayanan, Yongheng Yang
2021	J	`jnl`	Weather-Driven Predictive Control of a Battery Storage for Improved Microgrid Resilience. IEEE Access Daniel Gutierrez-Rojas, Aleksei Mashlakov, Christina Brester, Harri Niska, Mikko Kolehmainen, Arun Narayanan, Samuli Honkapuro, Pedro H. J. Nardelli
2020	J	`jnl`	A Better and Faster End-to-End Model for Streaming ASR. CoRR Bo Li, Anmol Gulati, Jiahui Yu, Tara N. Sainath, Chung-Cheng Chiu, Arun Narayanan, Shuo-Yiin Chang, Ruoming Pang, Yanzhang He, James Qin, Wei Han, Qiao Liang, Yu Zhang, Trevor Strohman, Yonghui Wu
2020	Misc	`conf`	A Streaming On-Device End-To-End Model Surpassing Server-Side Conventional Model Quality and Latency. ICASSP Tara N. Sainath, Yanzhang He, Bo Li, Arun Narayanan, Ruoming Pang, Antoine Bruguier, Shuo-Yiin Chang, Wei Li, Raziel Alvarez, Zhifeng Chen, Chung-Cheng Chiu, David Garcia, Alexander Gruenstein, Ke Hu, Anjuli Kannan, Qiao Liang, Ian McGraw, Cal Peyser, Rohit Prabhavalkar, Golan Pundak, David Rybach, Yuan Shangguan, Yash Sheth, Trevor Strohman, Mirkó Visontai, Yonghui Wu, Yu Zhang, Ding Zhao
2020	J	`jnl`	A Streaming On-Device End-to-End Model Surpassing Server-Side Conventional Model Quality and Latency. CoRR Tara N. Sainath, Yanzhang He, Bo Li, Arun Narayanan, Ruoming Pang, Antoine Bruguier, Shuo-Yiin Chang, Wei Li, Raziel Alvarez, Zhifeng Chen, Chung-Cheng Chiu, David Garcia, Alexander Gruenstein, Ke Hu, Minho Jin, Anjuli Kannan, Qiao Liang, Ian McGraw, Cal Peyser, Rohit Prabhavalkar, Golan Pundak, David Rybach, Yuan Shangguan, Yash Sheth, Trevor Strohman, Mirkó Visontai, Yonghui Wu, Yu Zhang, Ding Zhao
2020	A	`conf`	Anti-Aliasing Regularization in Stacking Layers. INTERSPEECH Antoine Bruguier, Ananya Misra, Arun Narayanan, Rohit Prabhavalkar
2020	J	`jnl`	Cascaded encoders for unifying streaming and non-streaming ASR. CoRR Arun Narayanan, Tara N. Sainath, Ruoming Pang, Jiahui Yu, Chung-Cheng Chiu, Rohit Prabhavalkar, Ehsan Variani, Trevor Strohman
2020	J	`jnl`	FastEmit: Low-latency Streaming ASR with Sequence-level Emission Regularization. CoRR Jiahui Yu, Chung-Cheng Chiu, Bo Li, Shuo-Yiin Chang, Tara N. Sainath, Yanzhang He, Arun Narayanan, Wei Han, Anmol Gulati, Yonghui Wu, Ruoming Pang
2020	J	`jnl`	From private to public governance: The case for reconfiguring energy systems as a commons. CoRR Christos Giotitsas, Pedro H. J. Nardelli, Vasilis Kostakis, Arun Narayanan
2020	J	`jnl`	Improving Streaming Automatic Speech Recognition With Non-Streaming Model Distillation On Unsupervised Data. CoRR Thibault Doutre, Wei Han, Min Ma, Zhiyun Lu, Chung-Cheng Chiu, Ruoming Pang, Arun Narayanan, Ananya Misra, Yu Zhang, Liangliang Cao
2020	J	`jnl`	Key Advances in Pervasive Edge Computing for Industrial Internet of Things in 5G and Beyond. IEEE Access Arun Narayanan, Arthur Sousa de Sena, Daniel Gutierrez-Rojas, Dick Carrillo Melgarejo, Hafiz Majid Hussain, Mehar Ullah, Suzan Bayhan, Pedro H. J. Nardelli
2020	J	`jnl`	Less Is More: Improved RNN-T Decoding Using Limited Label Context and Path Merging. CoRR Rohit Prabhavalkar, Yanzhang He, David Rybach, Sean Campbell, Arun Narayanan, Trevor Strohman, Tara N. Sainath
2020	B	`conf`	Profit Allocation in Renewables Based Community Microgrids with Aggregation and Self-Sufficiency. PIMRC Arun Narayanan, Pedro H. J. Nardelli
2020	J	`jnl`	RNN-T Models Fail to Generalize to Out-of-Domain Audio: Causes and Solutions. CoRR Chung-Cheng Chiu, Arun Narayanan, Wei Han, Rohit Prabhavalkar, Yu Zhang, Navdeep Jaitly, Ruoming Pang, Tara N. Sainath, Patrick Nguyen, Liangliang Cao, Yonghui Wu
2020	J	`jnl`	What is Energy Internet? Concepts, Technologies, and Future Directions. IEEE Access Hafiz Majid Hussain, Arun Narayanan, Pedro H. J. Nardelli, Yongheng Yang
2019	C	`conf`	A Comparison of End-to-End Models for Long-Form Speech Recognition. ASRU Chung-Cheng Chiu, Anjuli Kannan, Rohit Prabhavalkar, Zhifeng Chen, Tara N. Sainath, Yonghui Wu, Wei Han, Yu Zhang, Ruoming Pang, Sergey Kishchenko, Patrick Nguyen, Arun Narayanan, Hank Liao, Shuyuan Zhang
2019	J	`jnl`	A comparison of end-to-end models for long-form speech recognition. CoRR Chung-Cheng Chiu, Wei Han, Yu Zhang, Ruoming Pang, Sergey Kishchenko, Patrick Nguyen, Arun Narayanan, Hank Liao, Shuyuan Zhang, Anjuli Kannan, Rohit Prabhavalkar, Zhifeng Chen, Tara N. Sainath, Yonghui Wu
2019	C	`conf`	Recognizing Long-Form Speech Using Streaming End-to-End Models. ASRU Arun Narayanan, Rohit Prabhavalkar, Chung-Cheng Chiu, David Rybach, Tara N. Sainath, Trevor Strohman
2019	J	`jnl`	Recognizing long-form speech using streaming end-to-end models. CoRR Arun Narayanan, Rohit Prabhavalkar, Chung-Cheng Chiu, David Rybach, Tara N. Sainath, Trevor Strohman
2018	A	`conf`	Domain Adaptation Using Factorized Hidden Layer for Robust Automatic Speech Recognition. INTERSPEECH Khe Chai Sim, Arun Narayanan, Ananya Misra, Anshuman Tripathi, Golan Pundak, Tara N. Sainath, Parisa Haghani, Bo Li, Michiel Bacchiani
2018	A	`conf`	Efficient Implementation of the Room Simulator for Training Deep Neural Network Acoustic Models. INTERSPEECH Chanwoo Kim, Ehsan Variani, Arun Narayanan, Michiel Bacchiani
2018	—	`conf`	From Audio to Semantics: Approaches to End-to-End Spoken Language Understanding. SLT Parisa Haghani, Arun Narayanan, Michiel Bacchiani, Galen Chuang, Neeraj Gaur, Pedro J. Moreno, Rohit Prabhavalkar, Zhongdi Qu, Austin Waters
2018	J	`jnl`	From Audio to Semantics: Approaches to end-to-end spoken language understanding. CoRR Parisa Haghani, Arun Narayanan, Michiel Bacchiani, Galen Chuang, Neeraj Gaur, Pedro J. Moreno, Rohit Prabhavalkar, Zhongdi Qu, Austin Waters
2018	Misc	`conf`	Spectral Distortion Model for Training Phase-Sensitive Deep-Neural Networks for Far-Field Speech Recognition. ICASSP Chanwoo Kim, Tara N. Sainath, Arun Narayanan, Ananya Misra, Rajeev C. Nongpiur, Michiel Bacchiani
2018	—	`conf`	Toward Domain-Invariant Speech Recognition via Large Scale Training. SLT Arun Narayanan, Ananya Misra, Khe Chai Sim, Golan Pundak, Anshuman Tripathi, Mohamed Elfeky, Parisa Haghani, Trevor Strohman, Michiel Bacchiani
2018	J	`jnl`	Toward domain-invariant speech recognition via large scale training. CoRR Arun Narayanan, Ananya Misra, Khe Chai Sim, Golan Pundak, Anshuman Tripathi, Mohamed Elfeky, Parisa Haghani, Trevor Strohman, Michiel Bacchiani
2017	A	`conf`	Acoustic Modeling for Google Home. INTERSPEECH Bo Li, Tara N. Sainath, Arun Narayanan, Joe Caroselli, Michiel Bacchiani, Ananya Misra, Izhak Shafran, Hasim Sak, Golan Pundak, Kean K. Chin, Khe Chai Sim, Ron J. Weiss, Kevin W. Wilson, Ehsan Variani, Chanwoo Kim, Olivier Siohan, Mitchel Weintraub, Erik McDermott, Richard Rose, Matt Shannon
2017	A	`conf`	Adaptive Multichannel Dereverberation for Automatic Speech Recognition. INTERSPEECH Joe Caroselli, Izhak Shafran, Arun Narayanan, Richard Rose
2017	A	`conf`	An Efficient Phone N-Gram Forward-Backward Computation Using Dense Matrix Multiplication. INTERSPEECH Khe Chai Sim, Arun Narayanan
2017	A	`conf`	Annealed f-Smoothing as a Mechanism to Speed up Neural Network Training. INTERSPEECH Tara N. Sainath, Vijayaditya Peddinti, Olivier Siohan, Arun Narayanan
2017	J	`jnl`	Efficient Implementation of the Room Simulator for Training Deep Neural Network Acoustic Models. CoRR Chanwoo Kim, Ehsan Variani, Arun Narayanan, Michiel Bacchiani
2017	A	`conf`	Generation of Large-Scale Simulated Utterances in Virtual Rooms to Train Deep-Neural Networks for Far-Field Speech Recognition in Google Home. INTERSPEECH Chanwoo Kim, Ananya Misra, Kean K. Chin, Thad Hughes, Arun Narayanan, Tara N. Sainath, Michiel Bacchiani
2017	C	`conf`	Improving the efficiency of forward-backward algorithm using batched computation in TensorFlow. ASRU Khe Chai Sim, Arun Narayanan, Tom Bagby, Tara N. Sainath, Michiel Bacchiani
2017	—	`conf`	Interruption reduction in secondary substations using battery energy storage systems. ISGT Europe Arun Narayanan, Tero Kaipia, Jarmo Partanen
2017	J	`jnl`	Multichannel Signal Processing With Deep Neural Networks for Automatic Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. Tara N. Sainath, Ron J. Weiss, Kevin W. Wilson, Bo Li, Arun Narayanan, Ehsan Variani, Michiel Bacchiani, Izhak Shafran, Andrew W. Senior, Kean K. Chin, Ananya Misra, Chanwoo Kim
2017	—	`ch.`	Raw Multichannel Processing Using Deep Neural Networks. New Era for Robust Speech Recognition, Exploiting Deep Learning Tara N. Sainath, Ron J. Weiss, Kevin W. Wilson, Arun Narayanan, Michiel Bacchiani, Bo Li, Ehsan Variani, Izhak Shafran, Andrew W. Senior, Kean K. Chin, Ananya Misra, Chanwoo Kim
2016	—	`conf`	Economic benefits of photovoltaic-based systems for residential customers participating in open electricity markets. ISGT Europe Arun Narayanan, Tero Kaipia, Jarmo Partanen
2016	Misc	`conf`	Factored spatial and spectral multichannel raw waveform CLDNNs. ICASSP Tara N. Sainath, Ron J. Weiss, Kevin W. Wilson, Arun Narayanan, Michiel Bacchiani
2016	A	`conf`	Reducing the Computational Complexity of Multimicrophone Acoustic Models with Integrated Feature Extraction. INTERSPEECH Tara N. Sainath, Arun Narayanan, Ron J. Weiss, Ehsan Variani, Kevin W. Wilson, Michiel Bacchiani, Izhak Shafran
2015	J	`jnl`	Improving Robustness of Deep Neural Network Acoustic Models via Speech Separation and Joint Adaptive Training. IEEE ACM Trans. Audio Speech Lang. Process. Arun Narayanan, DeLiang Wang
2015	A	`conf`	Large-scale, sequence-discriminative, joint adaptive training for masking-based robust ASR. INTERSPEECH Arun Narayanan, Ananya Misra, Kean K. Chin
2015	C	`conf`	Speaker location and microphone spacing invariant acoustic modeling from raw multichannel waveforms. ASRU Tara N. Sainath, Ron J. Weiss, Kevin W. Wilson, Arun Narayanan, Michiel Bacchiani, Andrew W. Senior
2014	Misc	`conf`	Analysis-by-synthesis feature estimation for robust automatic speech recognition using spectral masks. ICASSP Michael I. Mandel, Arun Narayanan
2014	J	`jnl`	Investigation of Speech Separation as a Front-End for Noise Robust Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. Arun Narayanan, DeLiang Wang
2014	Misc	`conf`	Joint noise adaptive training for robust automatic speech recognition. ICASSP Arun Narayanan, DeLiang Wang
2014	J	`jnl`	On training targets for supervised speech separation. IEEE ACM Trans. Audio Speech Lang. Process. Yuxuan Wang, Arun Narayanan, DeLiang Wang
2013	J	`jnl`	A Direct Masking Approach to Robust ASR. IEEE Trans. Speech Audio Process. William Hartmann, Arun Narayanan, Eric Fosler-Lussier, DeLiang Wang
2013	Misc	`conf`	Coupling binary masking and robust ASR. ICASSP Arun Narayanan, DeLiang Wang
2013	Misc	`conf`	Ideal ratio mask estimation using deep neural networks for robust speech recognition. ICASSP Arun Narayanan, DeLiang Wang
2012	J	`jnl`	A CASA-Based System for Long-Term SNR Estimation. IEEE Trans. Speech Audio Process. Arun Narayanan, DeLiang Wang
2012	—	`ch.`	Computational Auditory Scene Analysis and Automatic Speech Recognition. Techniques for Noise Robustness in Automatic Speech Recognition Arun Narayanan, DeLiang Wang
2012	A	`conf`	On the Role of Binary Mask Pattern in Automatic Speech Recognition. INTERSPEECH Arun Narayanan, DeLiang Wang
2011	Misc	`conf`	On the use of ideal binary masks for improving phonetic classification. ICASSP Arun Narayanan, DeLiang Wang
2011	Misc	`conf`	Robust speech recognition using multiple prior models for speech reconstruction. ICASSP Arun Narayanan, Xiaojia Zhao, DeLiang Wang, Eric Fosler-Lussier