Arun Narayanan

ORCID

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 90

Top Venues

Publications

Rohit Prabhavalkar, Zhong Meng, Weiran Wang, Adam Stooke, Xingyu Cai, Yanzhang He, Arun Narayanan, Dongseong Hwang, Tara N. Sainath, Pedro J. Moreno
Extreme Encoder Output Frame Rate Reduction: Improving Computational Latencies of Large End-to-End Models. CoRR (2024)
Mohamed Selim Korium, Mohamed Saber, Alexander Beattie, Arun Narayanan, Subham Sahoo, Pedro H. J. Nardelli
Intrusion detection system for cyberattacks in the Internet of Vehicles environment. Ad Hoc Networks 153 (2024)
Lun Wang, Om Thakkar, Zhong Meng, Nicole Rafidi, Rohit Prabhavalkar, Arun Narayanan
Efficiently Train ASR Models that Memorize Less and Perform Better with Per-core Clipping. CoRR (2024)
Jens Heitkaemper, Arun Narayanan, Turaj Zakizadeh Shabestary, Sankaran Panchapagesan, James Walker, Bhalchandra Gajare, Shlomi Regev, Ajay Dudani, Alexander Gruenstein
Improving Acoustic Echo Cancellation for Voice Assistants Using Neural Echo Suppression and Multi-Microphone Noise Reduction. ICASSP (2024)
Rohit Prabhavalkar, Zhong Meng, Weiran Wang, Adam Stooke, Xingyu Cai, Yanzhang He, Arun Narayanan, Dongseong Hwang, Tara N. Sainath, Pedro J. Moreno
Extreme Encoder Output Frame Rate Reduction: Improving Computational Latencies of Large End-to-End Models. ICASSP (2024)
Arun Narayanan, Evangelos Pournaras, Pedro H. J. Nardelli
Large-scale Package Deliveries with Unmanned Aerial Vehicles using Collective Learning. CoRR (2023)
Joseph Caroselli, Arun Narayanan, Nathan Howard, Tom O'Malley
Cleanformer: A Multichannel Array Configuration-Invariant Neural Enhancement Frontend for ASR in Smart Speakers. ICASSP (2023)
Sankaran Panchapagesan, Turaj Zakizadeh Shabestary, Arun Narayanan
On Training a Neural Residual Acoustic Echo Suppressor for Improved ASR. INTERSPEECH (2023)
Hafiz Majid Hussain, Ashfaq Ahmad, Arun Narayanan, Pedro H. J. Nardelli, Yongheng Yang
Benchmarking of Heuristic Algorithms for Energy Router-Based Packetized Energy Management in Smart Homes. IEEE Syst. J. 17 (2) (2023)
Tom O'Malley, Shaojin Ding, Arun Narayanan, Quan Wang, Rajeev Rikhye, Qiao Liang, Yanzhang He, Ian McGraw
Conditional Conformer: Improving Speaker Modulation For Single And Multi-User Speech Enhancement. ICASSP (2023)
Arun Narayanan, Evangelos Pournaras, Pedro H. J. Nardelli
Collective Learning for Energy-centric Flexible Job Shop Scheduling. ISIE (2023)
Daniel Gutierrez-Rojas, Ioannis T. Christou, Daniel Dantas, Arun Narayanan, Pedro H. J. Nardelli, Yongheng Yang
Performance evaluation of machine learning for fault selection in power transmission lines. Knowl. Inf. Syst. 64 (3) (2022)
Joe Caroselli, Arun Narayanan, Yiteng Huang
Streaming Noise Context Aware Enhancement For Automatic Speech Recognition in Multi-Talker Environments. CoRR (2022)
Yuma Koizumi, Shigeki Karita, Arun Narayanan, Sankaran Panchapagesan, Michiel Bacchiani
SNRi Target Training for Joint Speech Enhancement and Recognition. INTERSPEECH (2022)
Ehsan Amid, Om Thakkar, Arun Narayanan, Rajiv Mathews, Françoise Beaufays
Extracting Targeted Training Data from ASR Models, and How to Mitigate It. CoRR (2022)
Thomas R. O'Malley, Arun Narayanan, Quan Wang
A universally-deployable ASR frontend for joint acoustic echo cancellation, speech enhancement, and voice separation. INTERSPEECH (2022)
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
Collective Intelligence Using 5G: Concepts, Applications, and Challenges in Sociotechnical Environments. IEEE Access 10 (2022)
Arun Narayanan, James Walker, Sankaran Panchapagesan, Nathan Howard, Yuma Koizumi
Mask scalar prediction for improving robust automatic speech recognition. CoRR (2022)
Arun Narayanan, James Walker, Sankaran Panchapagesan, Nathan Howard, Yuma Koizumi
Learning Mask Scalars for Improved Robust Automatic Speech Recognition. SLT (2022)
Ehsan Amid, Om Dipakbhai Thakkar, Arun Narayanan, Rajiv Mathews, Françoise Beaufays
Extracting Targeted Training Data from ASR Models, and How to Mitigate It. INTERSPEECH (2022)
Sankaran Panchapagesan, Arun Narayanan, Turaj Zakizadeh Shabestary, Shuai Shao, Nathan Howard, Alex Park, James Walker, Alexander Gruenstein
A Conformer-based Waveform-domain Neural Acoustic Echo Canceller Optimized for ASR Accuracy. INTERSPEECH (2022)
Mehar Ullah, Arun Narayanan, Annika Wolff, Pedro H. J. Nardelli
Industrial Energy Management System: Design of a Conceptual Framework Using IoT and Big Data. IEEE Access 10 (2022)
Ke Hu, Tara N. Sainath, Arun Narayanan, Ruoming Pang, Trevor Strohman
Transducer-Based Streaming Deliberation for Cascaded Encoders. ICASSP (2022)
Shaojin Ding, Rajeev Rikhye, Qiao Liang, Yanzhang He, Quan Wang, Arun Narayanan, Tom O'Malley, Ian McGraw
Personal VAD 2.0: Optimizing Personal Voice Activity Detection for On-Device Speech Recognition. CoRR (2022)
Joe Caroselli, Arun Narayanan, Yiteng Huang
Streaming Noise Context Aware Enhancement for Automatic Speech Recognition in Multi-Talker Environments. IWAENC (2022)
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
Optimizing Flying Base Station Connectivity by RAN Slicing and Reinforcement Learning. IEEE Access 10 (2022)
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
Improving The Latency And Quality Of Cascaded Encoders. ICASSP (2022)
Shaojin Ding, Rajeev Rikhye, Qiao Liang, Yanzhang He, Quan Wang, Arun Narayanan, Tom O'Malley, Ian McGraw
Personal VAD 2.0: Optimizing Personal Voice Activity Detection for On-Device Speech Recognition. INTERSPEECH (2022)
Tom O'Malley, Arun Narayanan, Quan Wang
A Universally-Deployable ASR Frontend for Joint Acoustic Echo Cancellation, Speech Enhancement, and Voice Separation. CoRR (2022)
Sankaran Panchapagesan, Arun Narayanan, Turaj Zakizadeh Shabestary, Shuai Shao, Nathan Howard, Alex Park, James Walker, Alexander Gruenstein
A Conformer-based Waveform-domain Neural Acoustic Echo Canceller Optimized for ASR Accuracy. CoRR (2022)
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
FastEmit: Low-Latency Streaming ASR with Sequence-Level Emission Regularization. ICASSP (2021)
Daniel Gutierrez-Rojas, Aleksei Mashlakov, Christina Brester, Harri Niska, Mikko Kolehmainen, Arun Narayanan, Samuli Honkapuro, Pedro H. J. Nardelli
Weather-Driven Predictive Control of a Battery Storage for Improved Microgrid Resilience. IEEE Access 9 (2021)
Arun Narayanan, Tara N. Sainath, Ruoming Pang, Jiahui Yu, Chung-Cheng Chiu, Rohit Prabhavalkar, Ehsan Variani, Trevor Strohman
Cascaded Encoders for Unifying Streaming and Non-Streaming ASR. ICASSP (2021)
Rajeev Rikhye, Quan Wang, Qiao Liang, Yanzhang He, Ding Zhao, Yiteng Huang, Arun Narayanan, Ian McGraw
Personalized Keyphrase Detection using Speaker and Environment Information. CoRR (2021)
Tom O'Malley, Arun Narayanan, Quan Wang, Alex Park, James Walker, Nathan Howard
A Conformer-Based ASR Frontend for Joint Acoustic Echo Cancellation, Speech Enhancement and Speech Separation. ASRU (2021)
Mehar Ullah, Arun Narayanan, Annika Wolff, Pedro H. J. Nardelli
Unified Framework to Select an IoT Platform for Industrial Energy Management Systems. MIPRO (2021)
Chung-Cheng Chiu, Arun Narayanan, Wei Han, Rohit Prabhavalkar, Yu Zhang, Navdeep Jaitly, Ruoming Pang, Tara N. Sainath, Patrick Nguyen, Liangliang Cao, Yonghui Wu
RNN-T Models Fail to Generalize to Out-of-Domain Audio: Causes and Solutions. SLT (2021)
Ananya Misra, Dongseong Hwang, Zhouyuan Huo, Shefali Garg, Nikhil Siddhartha, Arun Narayanan, Khe Chai Sim
A Comparison of Supervised and Unsupervised Pre-Training of End-to-End Models. Interspeech (2021)
Thibault Doutre, Wei Han, Min Ma, Zhiyun Lu, Chung-Cheng Chiu, Ruoming Pang, Arun Narayanan, Ananya Misra, Yu Zhang, Liangliang Cao
Improving Streaming Automatic Speech Recognition with Non-Streaming Model Distillation on Unsupervised Data. ICASSP (2021)
Hafiz Majid Hussain, Arun Narayanan, Subham Sahoo, Yongheng Yang, Pedro H. J. Nardelli, Frede Blaabjerg
Home Energy Management Systems: Operation and Resilience of Heuristics against Cyberattacks. CoRR (2021)
Mehar Ullah, Arun Narayanan, Annika Wolff, Pedro H. J. Nardelli
Smart Grid Information Processes Using IoT and Big Data with Cloud and Edge Computing. MIPRO (2021)
Mehar Ullah, Arun Narayanan, Annika Wolff, Pedro H. J. Nardelli
Industrial Energy Management System: Design of a Conceptual Framework using IoT and Big Data. ISGT-Europe (2021)
Arun Narayanan, Chung-Cheng Chiu, Tom O'Malley, Quan Wang, Yanzhang He
Cross-attention conformer for context modeling in speech enhancement for ASR. CoRR (2021)
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
An Efficient Streaming Non-Recurrent On-Device End-to-End Model with Improvements to Rare-Word Modeling. Interspeech (2021)
Yuma Koizumi, Shigeki Karita, Arun Narayanan, Sankaran Panchapagesan, Michiel Bacchiani
SNRi Target Training for Joint Speech Enhancement and Recognition. CoRR (2021)
Hafiz Majid Hussain, Ashfaq Ahmad, Arun Narayanan, Pedro H. J. Nardelli, Yongheng Yang
Packetized Energy Management Controller for Residential Consumers. ISGT-Europe (2021)
Pedro H. J. Nardelli, Majid Hussein, Arun Narayanan, Yongheng Yang
Virtual Microgrid Management via Software-defined Energy Network for Electricity Sharing. CoRR (2021)
Arun Narayanan, Chung-Cheng Chiu, Tom O'Malley, Quan Wang, Yanzhang He
Cross-Attention Conformer for Context Modeling in Speech Enhancement for ASR. ASRU (2021)
Rohit Prabhavalkar, Yanzhang He, David Rybach, Sean Campbell, Arun Narayanan, Trevor Strohman, Tara N. Sainath
Less is More: Improved RNN-T Decoding Using Limited Label Context and Path Merging. ICASSP (2021)
Rajeev Rikhye, Quan Wang, Qiao Liang, Yanzhang He, Ding Zhao, Yiteng Huang, Arun Narayanan, Ian McGraw
Personalized Keyphrase Detection Using Speaker and Environment Information. Interspeech (2021)
Hafiz Majid Hussain, Ashfaq Ahmad, Arun Narayanan, Pedro H. J. Nardelli, Yongheng Yang
Packetized Energy Management Controller for Residential Consumers. CoRR (2021)
Tom O'Malley, Arun Narayanan, Quan Wang, Alex Park, James Walker, Nathan Howard
A Conformer-based ASR Frontend for Joint Acoustic Echo Cancellation, Speech Enhancement and Speech Separation. CoRR (2021)
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
A Better and Faster end-to-end Model for Streaming ASR. ICASSP (2021)
Rohit Prabhavalkar, Yanzhang He, David Rybach, Sean Campbell, Arun Narayanan, Trevor Strohman, Tara N. Sainath
Less Is More: Improved RNN-T Decoding Using Limited Label Context and Path Merging. CoRR (2020)
Antoine Bruguier, Ananya Misra, Arun Narayanan, Rohit Prabhavalkar
Anti-Aliasing Regularization in Stacking Layers. INTERSPEECH (2020)
Thibault Doutre, Wei Han, Min Ma, Zhiyun Lu, Chung-Cheng Chiu, Ruoming Pang, Arun Narayanan, Ananya Misra, Yu Zhang, Liangliang Cao
Improving Streaming Automatic Speech Recognition With Non-Streaming Model Distillation On Unsupervised Data. CoRR (2020)
Chung-Cheng Chiu, Arun Narayanan, Wei Han, Rohit Prabhavalkar, Yu Zhang, Navdeep Jaitly, Ruoming Pang, Tara N. Sainath, Patrick Nguyen, Liangliang Cao, Yonghui Wu
RNN-T Models Fail to Generalize to Out-of-Domain Audio: Causes and Solutions. CoRR (2020)
Arun Narayanan, Tara N. Sainath, Ruoming Pang, Jiahui Yu, Chung-Cheng Chiu, Rohit Prabhavalkar, Ehsan Variani, Trevor Strohman
Cascaded encoders for unifying streaming and non-streaming ASR. CoRR (2020)
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
A Better and Faster End-to-End Model for Streaming ASR. CoRR (2020)
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
FastEmit: Low-latency Streaming ASR with Sequence-level Emission Regularization. CoRR (2020)
Hafiz Majid Hussain, Arun Narayanan, Pedro H. J. Nardelli, Yongheng Yang
What is Energy Internet? Concepts, Technologies, and Future Directions. IEEE Access 8 (2020)
Arun Narayanan, Pedro H. J. Nardelli
Profit Allocation in Renewables Based Community Microgrids with Aggregation and Self-Sufficiency. PIMRC (2020)
Arun Narayanan, Arthur Sousa de Sena, Daniel Gutierrez-Rojas, Dick Carrillo Melgarejo, Hafiz Majid Hussain, Mehar Ullah, Suzan Bayhan, Pedro H. J. Nardelli
Key Advances in Pervasive Edge Computing for Industrial Internet of Things in 5G and Beyond. IEEE Access 8 (2020)
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
A Streaming On-Device End-to-End Model Surpassing Server-Side Conventional Model Quality and Latency. CoRR (2020)
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
A Streaming On-Device End-To-End Model Surpassing Server-Side Conventional Model Quality and Latency. ICASSP (2020)
Christos Giotitsas, Pedro H. J. Nardelli, Vasilis Kostakis, Arun Narayanan
From private to public governance: The case for reconfiguring energy systems as a commons. CoRR (2020)
Arun Narayanan, Rohit Prabhavalkar, Chung-Cheng Chiu, David Rybach, Tara N. Sainath, Trevor Strohman
Recognizing Long-Form Speech Using Streaming End-to-End Models. ASRU (2019)
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
A comparison of end-to-end models for long-form speech recognition. CoRR (2019)
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
A Comparison of End-to-End Models for Long-Form Speech Recognition. ASRU (2019)
Arun Narayanan, Rohit Prabhavalkar, Chung-Cheng Chiu, David Rybach, Tara N. Sainath, Trevor Strohman
Recognizing long-form speech using streaming end-to-end models. CoRR (2019)
Arun Narayanan, Ananya Misra, Khe Chai Sim, Golan Pundak, Anshuman Tripathi, Mohamed Elfeky, Parisa Haghani, Trevor Strohman, Michiel Bacchiani
Toward Domain-Invariant Speech Recognition via Large Scale Training. SLT (2018)
Khe Chai Sim, Arun Narayanan, Ananya Misra, Anshuman Tripathi, Golan Pundak, Tara N. Sainath, Parisa Haghani, Bo Li, Michiel Bacchiani
Domain Adaptation Using Factorized Hidden Layer for Robust Automatic Speech Recognition. INTERSPEECH (2018)
Arun Narayanan, Ananya Misra, Khe Chai Sim, Golan Pundak, Anshuman Tripathi, Mohamed Elfeky, Parisa Haghani, Trevor Strohman, Michiel Bacchiani
Toward domain-invariant speech recognition via large scale training. CoRR (2018)
Chanwoo Kim, Tara N. Sainath, Arun Narayanan, Ananya Misra, Rajeev C. Nongpiur, Michiel Bacchiani
Spectral Distortion Model for Training Phase-Sensitive Deep-Neural Networks for Far-Field Speech Recognition. ICASSP (2018)
Parisa Haghani, Arun Narayanan, Michiel Bacchiani, Galen Chuang, Neeraj Gaur, Pedro J. Moreno, Rohit Prabhavalkar, Zhongdi Qu, Austin Waters
From Audio to Semantics: Approaches to End-to-End Spoken Language Understanding. SLT (2018)
Chanwoo Kim, Ehsan Variani, Arun Narayanan, Michiel Bacchiani
Efficient Implementation of the Room Simulator for Training Deep Neural Network Acoustic Models. INTERSPEECH (2018)
Parisa Haghani, Arun Narayanan, Michiel Bacchiani, Galen Chuang, Neeraj Gaur, Pedro J. Moreno, Rohit Prabhavalkar, Zhongdi Qu, Austin Waters
From Audio to Semantics: Approaches to end-to-end spoken language understanding. CoRR (2018)
Chanwoo Kim, Ehsan Variani, Arun Narayanan, Michiel Bacchiani
Efficient Implementation of the Room Simulator for Training Deep Neural Network Acoustic Models. CoRR (2017)
Khe Chai Sim, Arun Narayanan
An Efficient Phone N-Gram Forward-Backward Computation Using Dense Matrix Multiplication. INTERSPEECH (2017)
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
Acoustic Modeling for Google Home. INTERSPEECH (2017)
Mohamed Selim Korium, Mohamed Saber, Ahmed Mahmoud Ahmed, Arun Narayanan, Pedro H. J. Nardelli
Image-based intrusion detection system for GPS spoofing cyberattacks in unmanned aerial vehicles. Ad Hoc Networks 63 (2017)
Chanwoo Kim, Ananya Misra, Kean K. Chin, Thad Hughes, Arun Narayanan, Tara N. Sainath, Michiel Bacchiani
Generation of Large-Scale Simulated Utterances in Virtual Rooms to Train Deep-Neural Networks for Far-Field Speech Recognition in Google Home. INTERSPEECH (2017)
Joe Caroselli, Izhak Shafran, Arun Narayanan, Richard Rose
Adaptive Multichannel Dereverberation for Automatic Speech Recognition. INTERSPEECH (2017)
Khe Chai Sim, Arun Narayanan, Tom Bagby, Tara N. Sainath, Michiel Bacchiani
Improving the efficiency of forward-backward algorithm using batched computation in TensorFlow. ASRU (2017)
Tara N. Sainath, Vijayaditya Peddinti, Olivier Siohan, Arun Narayanan
Annealed f-Smoothing as a Mechanism to Speed up Neural Network Training. INTERSPEECH (2017)
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
Multichannel Signal Processing With Deep Neural Networks for Automatic Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 25 (5) (2017)
Arun Narayanan, Tero Kaipia, Jarmo Partanen
Interruption reduction in secondary substations using battery energy storage systems. ISGT Europe (2017)
Tara N. Sainath, Ron J. Weiss, Kevin W. Wilson, Arun Narayanan, Michiel Bacchiani
Factored spatial and spectral multichannel raw waveform CLDNNs. ICASSP (2016)
Tara N. Sainath, Arun Narayanan, Ron J. Weiss, Ehsan Variani, Kevin W. Wilson, Michiel Bacchiani, Izhak Shafran
Reducing the Computational Complexity of Multimicrophone Acoustic Models with Integrated Feature Extraction. INTERSPEECH (2016)
Arun Narayanan, Tero Kaipia, Jarmo Partanen
Economic benefits of photovoltaic-based systems for residential customers participating in open electricity markets. ISGT Europe (2016)
Arun Narayanan, Ananya Misra, Kean K. Chin
Large-scale, sequence-discriminative, joint adaptive training for masking-based robust ASR. INTERSPEECH (2015)
Tara N. Sainath, Ron J. Weiss, Kevin W. Wilson, Arun Narayanan, Michiel Bacchiani, Andrew W. Senior
Speaker location and microphone spacing invariant acoustic modeling from raw multichannel waveforms. ASRU (2015)
Arun Narayanan, DeLiang Wang
Improving Robustness of Deep Neural Network Acoustic Models via Speech Separation and Joint Adaptive Training. IEEE ACM Trans. Audio Speech Lang. Process. 23 (1) (2015)
Arun Narayanan, DeLiang Wang
Joint noise adaptive training for robust automatic speech recognition. ICASSP (2014)
Yuxuan Wang, Arun Narayanan, DeLiang Wang
On training targets for supervised speech separation. IEEE ACM Trans. Audio Speech Lang. Process. 22 (12) (2014)
Michael I. Mandel, Arun Narayanan
Analysis-by-synthesis feature estimation for robust automatic speech recognition using spectral masks. ICASSP (2014)
Arun Narayanan, DeLiang Wang
Investigation of Speech Separation as a Front-End for Noise Robust Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 22 (4) (2014)
Arun Narayanan, DeLiang Wang
Ideal ratio mask estimation using deep neural networks for robust speech recognition. ICASSP (2013)
Arun Narayanan, DeLiang Wang
Coupling binary masking and robust ASR. ICASSP (2013)
William Hartmann, Arun Narayanan, Eric Fosler-Lussier, DeLiang Wang
A Direct Masking Approach to Robust ASR. IEEE Trans. Speech Audio Process. 21 (10) (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Arun Narayanan