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1

Evaluating deep learning architectures for Speech Emotion Recognition

Fayek, Haytham M., Lech, Margaret, Cavedon, Lawrence

Journal:

Neural Networks

Year:

2017

Language:

english

File:

PDF, 2.20 MB

english, 2017

2

[IEEE 2015 9th International Conference on Signal Processing and Communication Systems (ICSPCS) - Cairns, Australia (2015.12.14-2015.12.16)] 2015 9th International Conference on Signal Processing and Communication Systems (ICSPCS) - Statistical differences in speech acoustics of major depressed and non-depressed adolescents

Hussenbocus, Abdel Y., Lech, Margaret, Allen, Nicholas B.

Year:

2015

Language:

english

File:

PDF, 301 KB

english, 2015

3

Automatic detection of glottal stop in cleft palate speech

He, Ling, Zhang, Jing, Liu, Qi, Zhang, Junpeng, Yin, Heng, Lech, Margaret

Journal:

Biomedical Signal Processing and Control

Year:

2018

Language:

english

File:

PDF, 1.04 MB

english, 2018

4

[IEEE 2010 IEEE International Conference on Acoustics, Speech and Signal Processing - Dallas, TX, USA (2010.03.14-2010.03.19)] 2010 IEEE International Conference on Acoustics, Speech and Signal Processing - Influence of acoustic low-level descriptors in the detection of clinical depression in adolescents

Low, Lu-Shih Alex, Maddage, Namunu C., Lech, Margaret, Sheeber, Lisa, Allen, Nicholas

Year:

2010

Language:

english

File:

PDF, 206 KB

english, 2010

5

Two-stage deep learning approach to the classification of fine-art paintings

Sandoval, Catherine, Pirogova, Elena, Lech, Margaret

Journal:

Year:

2019

Language:

english

File:

PDF, 1.30 MB

english, 2019

6

[IEEE 2016 IEEE Sixth International Conference on Communications and Electronics (ICCE) - Ha-Long City, Quang Ninh Province, Vietnam (2016.7.27-2016.7.29)] 2016 IEEE Sixth International Conference on Communications and Electronics (ICCE) - Using grayscale images for object recognition with convolutional-recursive neural network

Bui, Hieu Minh, Lech, Margaret, Cheng, Eva, Neville, Katrina, Burnett, Ian S.

Year:

2016

Language:

english

File:

PDF, 419 KB

english, 2016

7

Learning Acoustic Word Embeddings With Dynamic Time Warping Triplet Networks

Shitov, Denis, Pirogova, Elena, Wysocki, Tadeusz A., Lech, Margaret

Journal:

Year:

2020

File:

PDF, 7.69 MB

2020

8

Treatment of acute myelogenous leukemia with outpatient azacitidine

Nimit Sudan, James M. Rossetti, Richard K. Shadduck, Joan Latsko, John A. Lech, Robert B. Kaplan, Margaret Kennedy, Jeffrey F. Gryn, Yacoub Faroun, John Lister

Journal:

Year:

2006

Language:

english

File:

PDF, 99 KB

english, 2006

9

[IEEE 2017 International Conference on Recent Advances in Signal Processing, Telecommunications & Computing (SigTelCom) - Da Nang, Vietnam (2017.1.9-2017.1.11)] 2017 International Conference on Recent Advances in Signal Processing, Telecommunications & Computing (SigTelCom) - On the use of convolutional neural networks for graphical model-based human pose estimation

Vu, Huynh, Cheng, Eva, Wilkinson, Richardt, Lech, Margaret

Year:

2017

Language:

english

File:

PDF, 199 KB

english, 2017

10

[IEEE 2018 12th International Conference on Signal Processing and Communication Systems (ICSPCS) - Cairns, Australia (2018.12.17-2018.12.19)] 2018 12th International Conference on Signal Processing and Communication Systems (ICSPCS) - Classification of Style in Fine-Art Paintings Using Transfer Learning and Weighted Image Patches

Rodriguez, Catherine Sandoval, Lech, Margaret, Pirogova, Elena

Year:

2018

Language:

english

File:

PDF, 8 KB

english, 2018

11

[IEEE 2009 Fifth International Conference on Natural Computation - Tianjian, China (2009.08.14-2009.08.16)] 2009 Fifth International Conference on Natural Computation - Neural Networks and TEO Features for an Automatic Recognition of Stress in Spontaneous Speech

He, Ling, Lech, Margaret, Maddage, Namunu C., Allen, Nicholas

Year:

2009

Language:

english

File:

PDF, 810 KB

english, 2009

12

[IEEE 2008 Digital Image Computing: Techniques and Applications - Canberra, Australia (2008.12.1-2008.12.3)] 2008 Digital Image Computing: Techniques and Applications - Averaged Gabor Filter Features for Facial Expression Recognition

Lajevardi, Seyed Mehdi, Lech, Margaret

Year:

2008

Language:

english

File:

PDF, 372 KB

english, 2008

13

[IEEE ICASSP 2012 - 2012 IEEE International Conference on Acoustics, Speech and Signal Processing - Kyoto, Japan (2012.03.25-2012.03.30)] 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Early prediction of major depression in adolescents using glottal wave characteristics and Teager Energy parameters

Ooi, Kuan Ee Brian, Low, Lu-Shih Alex, Lech, Margaret, Allen, Nicholas

Year:

2012

Language:

english

File:

PDF, 199 KB

english, 2012

14

[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) - Detection of depression in adolescents based on statistical modeling of emotional influences in parent-adolescent conversations

Stolar, Melissa N, Lech, Margaret, Allen, Nicholas B

Year:

2015

Language:

english

File:

PDF, 754 KB

english, 2015

15

Study of empirical mode decomposition and spectral analysis for stress and emotion classification in natural speech

Ling He, Margaret Lech, Namunu C. Maddage, Nicholas B. Allen

Journal:

Biomedical Signal Processing and Control

Year:

2011

Language:

english

File:

PDF, 320 KB

english, 2011

16

[IEEE 2009 3rd International Conference on Bioinformatics and Biomedical Engineering (iCBBE) - Beijing, China (2009.06.11-2009.06.13)] 2009 3rd International Conference on Bioinformatics and Biomedical Engineering - Emotion Recognition in Speech of Parents of Depressed Adolescents

He, Ling, Lech, Margaret, Maddage, Namunu, Allen, Nicholas

Year:

2009

Language:

english

File:

PDF, 228 KB

english, 2009

17

[IEEE 2015 IEEE Symposium on Computer Applications & Industrial Electronics (ISCAIE) - Langkawi, Kedah, Malaysia (2015.4.12-2015.4.14)] 2015 IEEE Symposium on Computer Applications & Industrial Electronics (ISCAIE) - Effect of fixed point computations on anger classification in speech signals

Mohamed, Syazilawati, Beckett, Paul, Lech, Margaret

Year:

2015

Language:

english

File:

PDF, 430 KB

english, 2015

18

[IEEE 2009 3rd International Conference on Bioinformatics and Biomedical Engineering (iCBBE) - Beijing, China (2009.06.11-2009.06.13)] 2009 3rd International Conference on Bioinformatics and Biomedical Engineering - Emotion Recognition in Spontaneous Speech within Work and Family Environments

He, Ling, Lech, Margaret, Maddage, Namunu, Memon, Sheeraz

Year:

2009

Language:

english

File:

PDF, 226 KB

english, 2009

19

[IEEE 2013 3rd International Conference on Computer Science and Network Technology (ICCSNT) - Dalian, China (2013.10.12-2013.10.13)] Proceedings of 2013 3rd International Conference on Computer Science and Network Technology - A robust speech endpoint detection algorithm based on wavelet packet and energy entropy

Zhang, Ting, Huang, Hua, He, Ling, Lech, Margaret

Year:

2013

Language:

english

File:

PDF, 231 KB

english, 2013

20

Delta-MFCC Features and Information Theoretic Expectation Maximization based Text-independent Speaker Verification System

Memon, Sheeraz, Jokhio, ImranAli, Arisar, SanaHoor, Lech, Margaret, Maddage, Namunu

Journal:

IETE Journal of Research

Year:

2012

Language:

english

File:

PDF, 958 KB

english, 2012

21

[IEEE TENCON 2005 - 2005 IEEE Region 10 Conference - Melbourne, Australia (2005.11.21-2005.11.24)] TENCON 2005 - 2005 IEEE Region 10 Conference - Performance of a Text-Independent Remote Speaker Recognition Algorithm over Communication Channels with Blind Equalisation

Neville, Katrina, Jusak, Jusak, Hussain, Zahir, Lech, Margaret

Year:

2005

Language:

english

File:

PDF, 138 KB

english, 2005

22

Automatic Evaluation of Hypernasality Based on a Cleft Palate Speech Database

He, Ling, Zhang, Jing, Liu, Qi, Yin, Heng, Lech, Margaret, Huang, Yunzhi

Journal:

Journal of Medical Systems

Year:

2015

Language:

english

File:

PDF, 251 KB

english, 2015

23

Model-Based Speech Signal Coding Using Optimized Temporal Decomposition for Storage and Broadcasting Applications

Athaudage, Chandranath R. N., Bradley, Alan B., Lech, Margaret

Journal:

EURASIP Journal on Advances in Signal Processing

Year:

2003

Language:

english

File:

PDF, 857 KB

english, 2003

24

Automatic detection of consonant omission in cleft palate speech

He, Ling, Wang, Xiyue, Zhang, Jing, Liu, Qi, Yin, Heng, Lech, Margaret

Journal:

International Journal of Speech Technology

Year:

2018

Language:

english

File:

PDF, 1010 KB

english, 2018

25

[IEEE 2019 13th International Conference on Signal Processing and Communication Systems (ICSPCS) - Gold Coast, Australia (2019.12.16-2019.12.18)] 2019 13th International Conference on Signal Processing and Communication Systems (ICSPCS) - A Fully Automatic Mid-Diastole Frame Detection in 2D Echocardiography Sequences

Zamanidoost, Yadollah, Mirzakuchaki, Sattar, Lech, Margaret, Wilkinson, Richardt

Year:

2019

File:

PDF, 9.78 MB

2019

26

[IEEE 2016 10th International Conference on Signal Processing and Communication Systems (ICSPCS) - Surfers Paradise, Gold Coaat, Australia (2016.12.19-2016.12.21)] 2016 10th International Conference on Signal Processing and Communication Systems (ICSPCS) - Effects of band reduction and coding on speech emotion recognition

Albahri, Abas, Lech, Margaret

Year:

2016

Language:

english

File:

PDF, 665 KB

english, 2016

27

[IEEE 2014 8th International Conference on Signal Processing and Communication Systems (ICSPCS) - Gold Coast, Australia (2014.12.15-2014.12.17)] 2014 8th International Conference on Signal Processing and Communication Systems (ICSPCS) - Optimized multi-channel deep neural network with 2D graphical representation of acoustic speech features for emotion recognition

Stolar, Melissa N, Lech, Margaret, Burnett, Ian S

Year:

2014

Language:

english

File:

PDF, 260 KB

english, 2014

28

[IEEE 2015 IEEE China Summit and International Conference on Signal and Information Processing (ChinaSIP) - Chengdu, China (2015.7.12-2015.7.15)] 2015 IEEE China Summit and International Conference on Signal and Information Processing (ChinaSIP) - Automatic evaluation of resonance and articulation disorders in cleft palate speech

He, Ling, Tan, Jie, Hao, HuaQing, Tang, Ming, Yin, Heng, Lech, Margaret

Year:

2015

Language:

english

File:

PDF, 243 KB

english, 2015

29

[IEEE 2017 11th International Conference on Signal Processing and Communication Systems (ICSPCS) - Surfers Paradise, Australia (2017.12.13-2017.12.15)] 2017 11th International Conference on Signal Processing and Communication Systems (ICSPCS) - Towards autonomous machine reasoning: Multi-stage classification system with intermediate learning

Stolar, Melissa N., Lech, Margaret, Bolia, Robert S., Skinner, Michael

Year:

2017

Language:

english

File:

PDF, 345 KB

english, 2017

30

[IEEE 2009 8th IEEE International Conference on Cognitive Informatics (ICCI) - Kowloon, Hong Kong (2009.06.15-2009.06.17)] 2009 8th IEEE International Conference on Cognitive Informatics - Mel frequency cepstral feature and Gaussian Mixtures for modeling clinical depression in adolescents

Low, Lu-Shih Alex, Maddage, Namunu C., Lech, Margaret, Allen, Nicholas

Year:

2009

Language:

english

File:

PDF, 1.81 MB

english, 2009

31

Percutaneous Feeding Tube Changes in Long-Term-Care Facility Patients

Sylvia Graham, Gloria Sim, Ruby Laughren, Joyce Chicoine, Edith Stephenson, Gwen Leche, Margaret McIntyre, David Murray, Fred Y. Aoki and Lindsay E. Nicolle

Journal:

Infection Control and Hospital Epidemiology

Year:

1996

Language:

english

File:

PDF, 927 KB

english, 1996

32

[IEEE 2016 10th International Conference on Signal Processing and Communication Systems (ICSPCS) - Surfers Paradise, Gold Coaat, Australia (2016.12.19-2016.12.21)] 2016 10th International Conference on Signal Processing and Communication Systems (ICSPCS) - Artificial bandwidth extension to improve automatic emotion recognition from narrow-band coded speech

Albahri, Abas, Rodriguez, Catherine S, Lech, Margaret

Year:

2016

Language:

english

File:

PDF, 661 KB

english, 2016

33

[IEEE 2009 2nd International Conference on Computer, Control and Communication (IC$) - Karachi, Pakistan (2009.02.17-2009.02.18)] 2009 2nd International Conference on Computer, Control and Communication - Using information theoretic vector quantization for inverted MFCC based speaker verification

Memon, Sheeraz, Lech, Margaret, He, Ling

Year:

2009

Language:

english

File:

PDF, 103 KB

english, 2009

34

[IEEE 2017 International Conference on Digital Image Computing: Techniques and Applications (DICTA) - Sydney, NSW (2017.11.29-2017.12.1)] 2017 International Conference on Digital Image Computing: Techniques and Applications (DICTA) - A Comparison between Anatomy-Based and Data-Driven Tree Models for Human Pose Estimation

Vu, Huynh The, Wilkinson, Richardt H., Lech, Margaret, Cheng, Eva

Year:

2017

Language:

english

File:

PDF, 394 KB

english, 2017

35

[IEEE 2017 International Conference on Digital Image Computing: Techniques and Applications (DICTA) - Sydney, NSW (2017.11.29-2017.12.1)] 2017 International Conference on Digital Image Computing: Techniques and Applications (DICTA) - Investigating Keypoint Repeatability for 3D Correspondence Estimation in Cluttered Scenes

Chiem, Quang Tri, Wilkinson, Richardt H., Lech, Margaret, Cheng, Eva

Year:

2017

Language:

english

File:

PDF, 883 KB

english, 2017

36

SPIE Proceedings [SPIE Fifth International Conference on Digital Image Processing - Beijing, China (Sunday 21 April 2013)] Fifth International Conference on Digital Image Processing (ICDIP 2013) - Study of wavelet packet energy entropy for emotion classification in speech and glottal signals

He, Ling, Lech, Margaret, Zhang, Jing, Ren, Xiaomei, Deng, Lihua, Wang, Yulin, Yi, Xie

Year:

2013

Language:

english

File:

PDF, 415 KB

english, 2013

37

[IEEE Signal Processing (ICICS) - Macau, China (2009.12.8-2009.12.10)] 2009 7th International Conference on Information, Communications and Signal Processing (ICICS) - Time-frequency feature extraction from spectrograms and wavelet packets with application to automatic stress and emotion classification in speech

He, Ling, Lech, Margaret, Maddage, Namunu C., Allen, Nicholas B.

Year:

2009

Language:

english

File:

PDF, 319 KB

english, 2009

38

[IEEE 2009 3rd International Conference on Bioinformatics and Biomedical Engineering (iCBBE) - Beijing, China (2009.06.11-2009.06.13)] 2009 3rd International Conference on Bioinformatics and Biomedical Engineering - Effect of Clinical Depression on Automatic Speaker Identification

Memon, Sheeraz, Maddage, Namunu, Lech, Margaret, Allen, Nicholas

Year:

2009

Language:

english

File:

PDF, 299 KB

english, 2009

39

[IEEE 2014 8th International Conference on Signal Processing and Communication Systems (ICSPCS) - Gold Coast, Australia (2014.12.15-2014.12.17)] 2014 8th International Conference on Signal Processing and Communication Systems (ICSPCS) - Using the influence model coefficients and the random walk to predict emotional interactions in parent-child conversations

Stolar, Melissa N, Lech, Margaret, Burnett, Ian S

Year:

2014

Language:

english

File:

PDF, 587 KB

english, 2014

40

[IEEE 2010 20th International Conference on Pattern Recognition (ICPR) - Istanbul, Turkey (2010.08.23-2010.08.26)] 2010 20th International Conference on Pattern Recognition - Information Theoretic Expectation Maximization Based Gaussian Mixture Modeling for Speaker Verification

Memon, Sheeraz, Lech, Margaret, Maddage, Namunu

Year:

2010

Language:

english

File:

PDF, 842 KB

english, 2010

41

[IEEE 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018) - Washington, DC (2018.4.4-2018.4.7)] 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018) - Automatic tracking of multiple zebrafish larvae with resilience against segmentation errors

Wang, Xiaoying, Cheng, Eva, Burnett, Ian S., Wilkinson, Richardt, Lech, Margaret

Year:

2018

Language:

english

File:

PDF, 231 KB

english, 2018

42

[IEEE 2008 23rd International Conference Image and Vision Computing New Zealand (IVCNZ) - Christchurch, New Zealand (2008.11.26-2008.11.28)] 2008 23rd International Conference Image and Vision Computing New Zealand - Facial expression recognition from image sequences using optimized feature selection

Lajevardi, Seyed Mehdi, Lech, Margaret

Year:

2008

Language:

english

File:

PDF, 356 KB

english, 2008

43

Automatic Evaluation of Hypernasality and Consonant Misarticulation in Cleft Palate Speech

He, Ling, Zhang, Jing, Liu, Qi, Yin, Heng, Lech, Margaret

Journal:

IEEE Signal Processing Letters

Year:

2014

Language:

english

File:

PDF, 440 KB

english, 2014

44

[IEEE 2018 2nd International Conference on Recent Advances in Signal Processing, Telecommunications & Computing (SigTelCom) - Ho Chi Minh, Vietnam (2018.1.29-2018.1.31)] 2018 2nd International Conference on Recent Advances in Signal Processing, Telecommunications & Computing (SigTelCom) - Randomized dimensionality reduction of deep network features for image object recognition

Bui, Hieu Minh, Lech, Margaret, Cheng, Eva, Neville, Katrina, Wilkinson, Richardt, Burnett, Ian S.

Year:

2018

Language:

english

File:

PDF, 258 KB

english, 2018

45

[IEEE 2019 13th International Conference on Signal Processing and Communication Systems (ICSPCS) - Gold Coast, Australia (2019.12.16-2019.12.18)] 2019 13th International Conference on Signal Processing and Communication Systems (ICSPCS) - A Hybrid Two-Stage 3D Object Recognition from Orthogonal Projections

Chiem, Quang Tri, Lech, Margaret, Wilkinson, Richardt H.

Year:

2019

Language:

english

File:

PDF, 11.87 MB

english, 2019

46

[IEEE 2009 Fifth International Conference on Natural Computation - Tianjian, China (2009.08.14-2009.08.16)] 2009 Fifth International Conference on Natural Computation - Stress Detection Using Speech Spectrograms and Sigma-pi Neuron Units

He, Ling, Lech, Margaret, Maddage, Namunu C., Allen, Nicholas

Year:

2009

Language:

english

File:

PDF, 927 KB

english, 2009

47

Introducing Emotions to the Modelingof Intra- and Inter-Personal Influencesin Parent-Adolescent Conversations

Stolar, Melissa N., Lech, Margaret, Sheeber, Lisa B., Burnett, Ian S., Allen, Nicholas B.

Journal:

IEEE Transactions on Affective Computing

Year:

2013

Language:

english

File:

PDF, 1.92 MB

english, 2013

48

[IEEE 2018 12th International Conference on Signal Processing and Communication Systems (ICSPCS) - Cairns, Australia (2018.12.17-2018.12.19)] 2018 12th International Conference on Signal Processing and Communication Systems (ICSPCS) - Assessment of Features for Neurocomputational Modeling of Speech Acquisition

Shitov, Denis, Pirogova, Elena, Lech, Margaret

Year:

2018

Language:

english

File:

PDF, 658 KB

english, 2018

49

[IEEE 2009 3rd International Conference on Affective Computing and Intelligent Interaction and Workshops (ACII 2009) - Amsterdam, Netherlands (2009.09.10-2009.09.12)] 2009 3rd International Conference on Affective Computing and Intelligent Interaction and Workshops - Stress and emotion recognition using log-Gabor filter analysis of speech spectrograms

He, Ling, Lech, Margaret, Maddage, Namunu, Allen, Nicholas

Year:

2009

Language:

english

File:

PDF, 334 KB

english, 2009

50

[Studies in Computational Intelligence] Mental Health Informatics Volume 491 || Automated Method for Diagnosing Speech and Language Dysfunction in Schizophrenia

Lech, Margaret, Song, Insu, Yellowlees, Peter, Diederich, Joachim

Year:

2014

Language:

english

File:

PDF, 464 KB

english, 2014

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