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1

Acoustic event recognition using cochleagram image and convolutional neural networks

Sharan, Roneel V., Moir, Tom J.

Journal:

Applied Acoustics

Year:

2019

Language:

english

File:

PDF, 755 KB

english, 2019

2

Robust acoustic event classification using deep neural networks

Sharan, Roneel V, Moir, Tom J

Journal:

Information Sciences

Year:

2017

Language:

english

File:

PDF, 656 KB

english, 2017

3

Pseudo-color cochleagram image feature and sequential feature selection for robust acoustic event recognition

Sharan, Roneel V., Moir, Tom J.

Journal:

Applied Acoustics

Year:

2018

Language:

english

File:

PDF, 909 KB

english, 2018

4

[IEEE 2019 IEEE International Conference on Signals and Systems (ICSigSys) - Bandung, Indonesia (2019.7.16-2019.7.18)] 2019 IEEE International Conference on Signals and Systems (ICSigSys) - Time-Frequency Image Resizing Using Interpolation for Acoustic Event Recognition with Convolutional Neural Networks

Sharan, Roneel V., Moir, Tom J.

Year:

2019

Language:

english

File:

PDF, 365 KB

english, 2019

5

[IEEE 2014 International Conference on Digital Signal Processing (DSP) - Hong Kong, Hong Kong (2014.8.20-2014.8.23)] 2014 19th International Conference on Digital Signal Processing - Comparison of multiclass SVM classification techniques in an audio surveillance application under mismatched conditions

Sharan, Roneel V., Moir, Tom J.

Year:

2014

Language:

english

File:

PDF, 424 KB

english, 2014

6

[IEEE 2014 International Conference on Digital Signal Processing (DSP) - Hong Kong, Hong Kong (2014.8.20-2014.8.23)] 2014 19th International Conference on Digital Signal Processing - Audio surveillance under noisy conditions using time-frequency image feature

Sharan, Roneel V., Moir, Tom J.

Year:

2014

Language:

english

File:

PDF, 490 KB

english, 2014

7

Noise robust audio surveillance using reduced spectrogram image feature and one-against-all SVM

Sharan, Roneel V., Moir, Tom J.

Journal:

Year:

2015

Language:

english

File:

PDF, 1.22 MB

english, 2015

8

[IEEE 2015 IEEE International Conference on Digital Signal Processing (DSP) - Singapore, Singapore (2015.7.21-2015.7.24)] 2015 IEEE International Conference on Digital Signal Processing (DSP) - Cochleagram image feature for improved robustness in sound recognition

Sharan, Roneel V., Moir, Tom J.

Year:

2015

Language:

english

File:

PDF, 435 KB

english, 2015

9

Subband Time-Frequency Image Texture Features for Robust Audio Surveillance

Sharan, Roneel V., Moir, Tom J.

Journal:

IEEE Transactions on Information Forensics and Security

Year:

2015

Language:

english

File:

PDF, 1.83 MB

english, 2015

10

[IEEE 2015 IEEE International Conference on Digital Signal Processing (DSP) - Singapore, Singapore (2015.7.21-2015.7.24)] 2015 IEEE International Conference on Digital Signal Processing (DSP) - Subband spectral histogram feature for improved sound recognition in low SNR conditions

Sharan, Roneel V., Moir, Tom J.

Year:

2015

Language:

english

File:

PDF, 1.40 MB

english, 2015

11

An Overview of Applications and Advancements in Automatic Sound Recognition

Sharan, Roneel V., Moir, Tom J.

Journal:

Year:

2016

Language:

english

File:

PDF, 936 KB

english, 2016

12

[IEEE ICASSP 2015 - 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - South Brisbane, Queensland, Australia (2015.4.19-2015.4.24)] 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Robust audio surveillance using spectrogram image texture feature

Sharan, Roneel V, Moir, Tom J

Year:

2015

Language:

english

File:

PDF, 248 KB

english, 2015

13

[IEEE 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - Jeju Island, South Korea (2017.7.11-2017.7.15)] 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - Cough sound analysis for diagnosing croup in pediatric patients using biologically inspired features

Sharan, Roneel V., Abeyratne, Udantha R., Swarnkar, Vinayak R., Porter, Paul

Year:

2017

Language:

english

File:

PDF, 1.06 MB

english, 2017

14

[IEEE 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - Jeju Island, South Korea (2017.7.11-2017.7.15)] 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - Automatic picking of snore events from overnight breath sound recordings

Swarnkar, Vinayak R, Abeyratne, Udantha R, Sharan, Roneel V

Year:

2017

Language:

english

File:

PDF, 833 KB

english, 2017

15

Automatic Croup Diagnosis Using Cough Sound Recognition

Sharan, Roneel V., Abeyratne, Udantha Ranjit, Swarnkar, Vinayak, Porter, Paul

Journal:

IEEE Transactions on Biomedical Engineering

Year:

2018

Language:

english

File:

PDF, 1.26 MB

english, 2018

16

Predicting spirometry readings using cough sound features and regression

Sharan, Roneel V, Abeyratne, Udantha R, Swarnkar, Vinayak R, Claxton, Scott, Hukins, Craig, Porter, Paul

Journal:

Physiological Measurement

Year:

2018

Language:

english

File:

PDF, 669 KB

english, 2018

17

Corrigendum: Predicting spirometry readings using cough sound features and regression (2018 Physiol. Meas. 39 095001)

Sharan, Roneel V, Abeyratne, Udantha R, Swarnkar, Vinayak R, Claxton, Scott, Hukins, Craig, Porter, Paul

Journal:

Physiological Measurement

Year:

2019

Language:

english

File:

PDF, 154 KB

english, 2019

18

[IEEE 2019 IEEE Biomedical Circuits and Systems Conference (BioCAS) - Nara, Japan (2019.10.17-2019.10.19)] 2019 IEEE Biomedical Circuits and Systems Conference (BioCAS) - Night-Time Brain Inter-Hemispheric Asynchrony in Sleep Apnea Patients Carry Information on Neuropsychological Impairment

Swarnkar, Vinayak R., Abeyratne, Udantha R., Duce, Brett, Sharan, Roneel V., Hukins, Craig, McCloy, Karen

Year:

2019

File:

PDF, 849 KB

2019

19

[IEEE 2019 IEEE Biomedical Circuits and Systems Conference (BioCAS) - Nara, Japan (2019.10.17-2019.10.19)] 2019 IEEE Biomedical Circuits and Systems Conference (BioCAS) - Severity Analysis of Upper Airway Obstructions: Oesophageal Pressure Versus Snoring Sounds

Markandeya, Mrunal, Abeyratne, Udantha R., Sharan, Roneel V., Hukins, Craig, Duce, Brett, McCloy, Karen

Year:

2019

Language:

english

File:

PDF, 972 KB

english, 2019

20

[IEEE 2019 IEEE Biomedical Circuits and Systems Conference (BioCAS) - Nara, Japan (2019.10.17-2019.10.19)] 2019 IEEE Biomedical Circuits and Systems Conference (BioCAS) - Using Polysomnographic Data to Investigate Symptom Clusters Associated with Cognitive Decline in Patients with Obstructive Sleep Apnea

McCloy, Karen, Sharan, Roneel V., Abeyratne, Udantha R., Duce, Brett, Hukins, Craig, Swarnkar, Vinayak R.

Year:

2019

Language:

english

File:

PDF, 3.57 MB

english, 2019

21

[IEEE 2020 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) in conjunction with the 43rd Annual Conference of the Canadian Medical and Biological Engineering Society - Montreal, QC, Canada (2020.7.20-2020.7.24)] 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) - Voice Command Recognition Using Biologically Inspired Time-Frequency Representation and Convolutional Neural Networks

Sharan, Roneel V., Berkovsky, Shlomo, Liu, Sidong

Year:

2020

File:

PDF, 460 KB

2020

22

[IEEE 2020 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) in conjunction with the 43rd Annual Conference of the Canadian Medical and Biological Engineering Society - Montreal, QC, Canada (2020.7.20-2020.7.24)] 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) - Robust Vision-Based Workout Analysis Using Diversified Deep Latent Variable Model

Xiong, Hao, Berkovsky, Shlomo, Sharan, Roneel V., Liu, Sidong, Coiera, Enrico

Year:

2020

File:

PDF, 1.65 MB

2020

23

[IEEE 2020 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) in conjunction with the 43rd Annual Conference of the Canadian Medical and Biological Engineering Society - Montreal, QC, Canada (2020.7.20-2020.7.24)] 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) - Epileptic Seizure Detection Using Multi-Channel EEG Wavelet Power Spectra and 1-D Convolutional Neural Networks

Sharan, Roneel V., Berkovsky, Shlomo

Year:

2020

File:

PDF, 439 KB

2020

24

[IEEE 2020 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) in conjunction with the 43rd Annual Conference of the Canadian Medical and Biological Engineering Society - Montreal, QC, Canada (2020.7.20-2020.7.24)] 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) - ECG-Derived Heart Rate Variability Interpolation and 1-D Convolutional Neural Networks for Detecting Sleep Apnea

Sharan, Roneel V., Berkovsky, Shlomo, Xiong, Hao, Coiera, Enrico

Year:

2020

File:

PDF, 378 KB

2020

25

[IEEE 2020 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) in conjunction with the 43rd Annual Conference of the Canadian Medical and Biological Engineering Society - Montreal, QC, Canada (2020.7.20-2020.7.24)] 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) - Detecting Personality Traits Using Inter-Hemispheric Asynchrony of the Brainwaves

Sharan, Roneel V., Berkovsky, Shlomo, Taib, Ronnie, Koprinska, Irena, Li, Jingjie

Year:

2020

File:

PDF, 310 KB

2020

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