Arun Narayanan
- Research Area(s)
- Machine Intelligence
- Speech Processing
Co-Authors
Google Publications
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Factored Spatial and Spectral Multichannel Raw Waveform CLDNNs
Tara N. Sainath, Ron J. Weiss, Kevin W. Wilson, Arun Narayanan, Michiel Bacchiani
International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE (2016)
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Reducing the Computational Complexity of Multimicrophone Acoustic Models with Integrated Feature Extraction
Tara N. Sainath, Arun Narayanan, Ron J. Weiss, Ehsan Variani, Kevin W. Wilson, Michiel Bacchiani, Izhak Shafran
Proc. Interspeech, ISCA (2016) (to appear)
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Large-scale, sequence-discriminative, joint adaptive training for masking-based robust ASR
Arun Narayanan, Ananya Misra, Kean Chin
INTERSPEECH-2015, ISCA, pp. 3571-3575
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Speaker Location and Microphone Spacing Invariant Acoustic Modeling from Raw Multichannel Waveforms
Tara N. Sainath, Ron J. Weiss, Kevin Wilson, Arun Narayanan, Michiel Bacchiani, Andrew Senior
ASRU (2015)
Previous Publications
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Improving robustness of deep neural network acoustic models via speech separation and joint adaptive training
Arun Narayanan, DeLiang Wang
IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 23 (2015), pp. 92-101
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Analysis by synthesis feature estimation for robust automatic speech recognition using spectral masks
Michael I Mandel, Arun Narayanan
Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), IEEE (2014), pp. 2528-2532
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Computational auditory scene analysis and robust automatic speech recognition
Ph.D. Thesis, Ohio State University (2014)
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Investigation of speech separation as a front-end for noise robust speech recognition
Arun Narayanan, DeLiang Wang
IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 22 (2014), pp. 826-835
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Joint noise adaptive training for robust automatic speech recognition
Arun Narayanan, DeLiang Wang
Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), IEEE (2014), pp. 2523-2527
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On training targets for supervised speech separation
Yuxuan Wang, Arun Narayanan, DeLiang Wang
IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 22 (2014), pp. 1849-1858
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A direct masking approach to robust ASR
William Hartmann, Arun Narayanan, Eric Fosler-Lussier, DeLiang Wang
IEEE Transactions on Audio, Speech, and Language Processing, vol. 21 (2013), pp. 1993-2005
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Coupling binary masking and robust ASR
Arun Narayanan, DeLiang Wang
Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), IEEE (2013), pp. 6817-6821
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Ideal ratio mask estimation using deep neural networks for robust speech recognition
Arun Narayanan, DeLiang Wang
Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), IEEE (2013), pp. 7092-7096
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The role of binary mask patterns in automatic speech recognition in background noise
Arun Narayanan, DeLiang Wang
Journal of the Acoustical Society of America, vol. 133 (2013), pp. 3083-3093
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A CASA based system for long-term SNR estimation
Arun Narayanan, DeLiang Wang
IEEE Transactions on Audio, Speech, and Language Processing, vol. 20 (2012), pp. 2518-2527
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Computational auditory scene analysis and automatic speech recognition
Arun Narayanan, DeLiang Wang
Techniques for Noise Robustness in Automatic Speech Recognition, John Wiley & Sons (2012), pp. 433-462
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On the role of binary mask pattern in automatic speech recognition
Arun Narayanan, DeLiang Wang
INTERSPEECH-2012, ISCA, pp. 1239-1242
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On the use of ideal binary masks for improving phonetic classification
Arun Narayanan, DeLiang Wang
Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), IEEE (2011), pp. 5212-5215
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Robust speech recognition using multiple prior models for speech reconstruction
Arun Narayanan, Xiaojia Zhao, DeLiang Wang, Eric Fosler-Lussier
Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), IEEE (2011), pp. 4800-4803
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Robust speech recognition from binary masks
Arun Narayanan, DeLiang Wang
Journal of the Acoustical Society of America, vol. 128 (2010), EL217-222








