Arun Narayanan

发表

Robust speech recognition from binary masks.

DeLiang Wang, Arun Narayanan, Deliang Wang, 2010, The Journal of the Acoustical Society of America.

Improving the efficiency of forward-backward algorithm using batched computation in TensorFlow

Tara N. Sainath, Arun Narayanan, Khe Chai Sim, 2017, 2017 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU).

A Cyber-Physical Residential Energy Management System via Virtualized Packets

Arun Narayanan, Mauricio de Castro Tomé, Pedro H. J. Nardelli, 2020, Energies.

An Efficient Phone N-Gram Forward-Backward Computation Using Dense Matrix Multiplication

Arun Narayanan, Khe Chai Sim, K. Sim, 2017, INTERSPEECH.

Construction Equipment’s Bucket Design Based on Soil-Tool Interaction-Analytical and DEM Approach

Arun Narayanan, Sagar Bhojne, 2017 .

Acoustic Modeling for Google Home

Mitch Weintraub, Tara N. Sainath, Arun Narayanan, 2017, INTERSPEECH.

Cascaded Encoders for Unifying Streaming and Non-Streaming ASR pdf

Tara N. Sainath, Arun Narayanan, Rohit Prabhavalkar, 2020, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Spectral Distortion Model for Training Phase-Sensitive Deep-Neural Networks for Far-Field Speech Recognition

Tara N. Sainath, Arun Narayanan, Michiel Bacchiani, 2018, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Speaker location and microphone spacing invariant acoustic modeling from raw multichannel waveforms

Tara N. Sainath, Arun Narayanan, Michiel Bacchiani, 2015, 2015 IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU).

Morphing and Parametrization Technologies for CFD Applications

Arun Narayanan, Albert Einstein, 2007 .

Computational Auditory Scene Analysis and Automatic Speech Recognition

DeLiang Wang, Arun Narayanan, Deliang Wang, 2012, Techniques for Noise Robustness in Automatic Speech Recognition.

Large-scale, sequence-discriminative, joint adaptive training for masking-based robust ASR

Arun Narayanan, Ananya Misra, Kean K. Chin, 2015, INTERSPEECH.

RNN-T Models Fail to Generalize to Out-of-Domain Audio: Causes and Solutions pdf

Tara N. Sainath, Arun Narayanan, Navdeep Jaitly, 2020, 2021 IEEE Spoken Language Technology Workshop (SLT).

Anti-Aliasing Regularization in Stacking Layers

Arun Narayanan, Rohit Prabhavalkar, Ananya Misra, 2020, INTERSPEECH.

Analysis-by-synthesis feature estimation for robust automatic speech recognition using spectral masks

Arun Narayanan, Michael I. Mandel, 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Multiattribute Seismic Analysis With Fractal Dimension and 2D and 3D Continuous Wavelet Transform

Arun Narayanan, Mrinal K. Sen, Arun Narayanan, 2014 .

A Direct Masking Approach to Robust ASR

DeLiang Wang, Arun Narayanan, Eric Fosler-Lussier, 2013, IEEE Transactions on Audio, Speech, and Language Processing.

Joint noise adaptive training for robust automatic speech recognition

DeLiang Wang, Arun Narayanan, 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Raw Multichannel Processing Using Deep Neural Networks

Tara N. Sainath, Arun Narayanan, Izhak Shafran, 2017, New Era for Robust Speech Recognition, Exploiting Deep Learning.

Annealed f-Smoothing as a Mechanism to Speed up Neural Network Training

Tara N. Sainath, Arun Narayanan, Olivier Siohan, 2017, INTERSPEECH.

On the Role of Binary Mask Pattern in Automatic Speech Recognition

DeLiang Wang, Arun Narayanan, Deliang Wang, 2012, INTERSPEECH.

Coupling binary masking and robust ASR

DeLiang Wang, Arun Narayanan, Deliang Wang, 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.

Recognizing Long-Form Speech Using Streaming End-to-End Models

Tara N. Sainath, Arun Narayanan, Rohit Prabhavalkar, 2019, 2019 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU).

The role of binary mask patterns in automatic speech recognition in background noise.

DeLiang Wang, Arun Narayanan, Deliang Wang, 2013, The Journal of the Acoustical Society of America.

Domain Adaptation Using Factorized Hidden Layer for Robust Automatic Speech Recognition

Tara N. Sainath, Arun Narayanan, Khe Chai Sim, 2018, INTERSPEECH.

Adaptive Multichannel Dereverberation for Automatic Speech Recognition

Arun Narayanan, Izhak Shafran, Joe Caroselli, 2017, INTERSPEECH.

Efficient Implementation of the Room Simulator for Training Deep Neural Network Acoustic Models pdf

Arun Narayanan, Michiel Bacchiani, Chanwoo Kim, 2017, INTERSPEECH.

Ideal ratio mask estimation using deep neural networks for robust speech recognition

DeLiang Wang, Arun Narayanan, Deliang Wang, 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.

Reducing the Computational Complexity of Multimicrophone Acoustic Models with Integrated Feature Extraction

Tara N. Sainath, Arun Narayanan, Izhak Shafran, 2016, INTERSPEECH.

From private to public governance: The case for reconfiguring energy systems as a commons

Arun Narayanan, Vasilis Kostakis, Pedro H. J. Nardelli, 2020, Energy Research & Social Science.

Energy Internet: Cyber-Physical Deployment of Future Distribution Grids

Arun Narayanan, Pedro H. J. Nardelli, P. Nardelli, 2020, Encyclopedia of the UN Sustainable Development Goals.

FastEmit: Low-latency Streaming ASR with Sequence-level Emission Regularization pdf

Tara N. Sainath, Arun Narayanan, Jiahui Yu, 2020, ArXiv.

A Comparison of End-to-End Models for Long-Form Speech Recognition

Tara N. Sainath, Arun Narayanan, Yonghui Wu, 2019, 2019 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU).

A Better and Faster end-to-end Model for Streaming ASR pdf

Tara N. Sainath, Arun Narayanan, Bo Li, 2020, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

On Training Targets for Supervised Speech Separation

DeLiang Wang, Arun Narayanan, Yuxuan Wang, 2014, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

A Streaming On-Device End-To-End Model Surpassing Server-Side Conventional Model Quality and Latency

Tara N. Sainath, Anjuli Kannan, Arun Narayanan, 2020, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Generation of Large-Scale Simulated Utterances in Virtual Rooms to Train Deep-Neural Networks for Far-Field Speech Recognition in Google Home

Tara N. Sainath, Arun Narayanan, Michiel Bacchiani, 2017, INTERSPEECH.

From Audio to Semantics: Approaches to End-to-End Spoken Language Understanding

Arun Narayanan, Galen Chuang, Michiel Bacchiani, 2018, 2018 IEEE Spoken Language Technology Workshop (SLT).

Robust speech recognition using multiple prior models for speech reconstruction

DeLiang Wang, Arun Narayanan, Eric Fosler-Lussier, 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Economic benefits of photovoltaic-based systems for residential customers participating in open electricity markets

Arun Narayanan, Tero Kaipia, Jarmo Partanen, 2016, 2016 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe).

On the use of ideal binary masks for improving phonetic classification

DeLiang Wang, Arun Narayanan, Deliang Wang, 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Immersive data visualization with the VisionDome

Arun Narayanan, Francine Evans, 2000, Electronic Imaging.

Improving Streaming Automatic Speech Recognition with Non-Streaming Model Distillation on Unsupervised Data pdf

Arun Narayanan, Liangliang Cao, Yu Zhang, 2020, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Less is More: Improved RNN-T Decoding Using Limited Label Context and Path Merging pdf

Tara N. Sainath, Arun Narayanan, Rohit Prabhavalkar, 2020, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Toward Domain-Invariant Speech Recognition via Large Scale Training

Arun Narayanan, Khe Chai Sim, Michiel Bacchiani, 2018, 2018 IEEE Spoken Language Technology Workshop (SLT).

Factored spatial and spectral multichannel raw waveform CLDNNs

Tara N. Sainath, Arun Narayanan, Michiel Bacchiani, 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Final report: Multi-objective role of battery energy storages in an energy system

Arun Narayanan, Jukka Lassila, Tero Kaipia, 2018 .

A CASA-Based System for Long-Term SNR Estimation

DeLiang Wang, Arun Narayanan, Deliang Wang, 2012, IEEE Transactions on Audio, Speech, and Language Processing.

Improving Robustness of Deep Neural Network Acoustic Models via Speech Separation and Joint Adaptive Training

DeLiang Wang, Arun Narayanan, Deliang Wang, 2015, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

Multichannel Signal Processing With Deep Neural Networks for Automatic Speech Recognition

Tara N. Sainath, Arun Narayanan, Izhak Shafran, 2017, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

Interruption reduction in secondary substations using battery energy storage systems

Arun Narayanan, Tero Kaipia, Jarmo Partanen, 2017, 2017 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe).

A CASA-Based System for Long-Term

DeLiang Wang, Arun Narayanan, Deliang Wang, 2012 .

Investigation of Speech Separation as a Front-End for Noise Robust Speech Recognition

DeLiang Wang, Arun Narayanan, Deliang Wang, 2014, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

Multi-Attribute Seismic Analysis Using Fractal Dimension and 2D and 3D Continuous Wavelet Transform

Arun Narayanan, Mrinal K. Sen, Vijay Raj, 2013 .

A Conformer-Based ASR Frontend for Joint Acoustic Echo Cancellation, Speech Enhancement and Speech Separation pdf

Arun Narayanan, Alex Park, Quan Wang, 2021, 2021 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU).

SNRi Target Training for Joint Speech Enhancement and Recognition pdf

Arun Narayanan, Michiel Bacchiani, Sankaran Panchapagesan, 2021, ArXiv.

FastEmit: Low-Latency Streaming ASR with Sequence-Level Emission Regularization

Tara N. Sainath, Arun Narayanan, Jiahui Yu, 2020, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

A Comparison of Supervised and Unsupervised Pre-Training of End-to-End Models

Arun Narayanan, Khe Chai Sim, Zhouyuan Huo, 2021, Interspeech.

Cross-Attention Conformer for Context Modeling in Speech Enhancement for ASR pdf

Arun Narayanan, Quan Wang, Chung-Cheng Chiu, 2021, 2021 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU).

A Better and Faster end-to-end Model for Streaming ASR

Tara N. Sainath, Arun Narayanan, Yu Zhang, 2021, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Personalized Keyphrase Detection using Speaker and Environment Information pdf

Ian McGraw, Arun Narayanan, Ding Zhao, 2021, Interspeech.

Nothing Doing : Re-evaluating Missing Feature ASR

DeLiang Wang, Arun Narayanan, Eric Fosler-Lussier, 2011 .