Margaret Lech

Publication Activity (10 Years)

Years Active: 1999-2023
Publications (10 Years): 43

Top Topics

Emotion Recognition

Automatic Evaluation

Human Pose Estimation

Image Classification

Top Venues

Biomed. Signal Process. Control.

Publications

Denis Shitov, Elena Pirogova, Tadeusz A. Wysocki, Margaret Lech
Deep Reinforcement Learning for Articulatory Synthesis in a Vowel-to-Vowel Imitation Task. Sensors 23 (7) (2023)
Yi-Hsuan Cheng, Margaret Lech, Richardt H. Wilkinson
Distributed Neural Network System for Multimodal Sleep Stage Detection. IEEE Access 11 (2023)
Yi-Hsuan Cheng, Margaret Lech, Richardt H. Wilkinson
Simultaneous Sleep Stage and Sleep Disorder Detection from Multimodal Sensors Using Deep Learning. Sensors 23 (7) (2023)
Catherine S. Rodriguez, Melissa N. Stolar, Simon G. Hosking, Dawei Jia, Margaret Lech
Real-Time Team Performance and Workload Prediction From Voice Communications. IEEE Access 10 (2022)
Maria Vukovic, Melissa N. Stolar, Margaret Lech
Cognitive Load Estimation From Speech Commands to Simulated Aircraft. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Catherine Sandoval Rodriguez, Elena Pirogova, Margaret Lech
Adversarial Learning Approach to Unsupervised Labeling of Fine Art Paintings. IEEE Access 9 (2021)
Zafi Sherhan Syed, Muhammad Shehram Shah Syed, Margaret Lech, Elena Pirogova
Automated Recognition of Alzheimer's Dementia Using Bag-of-Deep-Features and Model Ensembling. IEEE Access 9 (2021)
Yi-Hsuan Cheng, Margaret Lech, Richardt H. Wilkinson
Sleep Stage Recognition from EEG Using a Distributed Multi-Channel Decision-Making System. ICSPCS (2021)
Kosta Dakic, Bassel Al Homssi, Akram Al-Hourani, Margaret Lech
LoRa Signal Demodulation Using Deep Learning, a Time-Domain Approach. VTC Spring (2021)
Zafi Sherhan Syed, Muhammad Shehram Shah Syed, Margaret Lech, Elena Pirogova
Tackling the ADRESSO Challenge 2021: The MUET-RMIT System for Alzheimer's Dementia Recognition from Spontaneous Speech. Interspeech (2021)
Kosta Dakic, Bassel Al Homssi, Margaret Lech, Akram Al-Hourani
HybNet: A Hybrid Deep Learning - Matched Filter Approach for IoT Signal Detection. CoRR (2021)
Xingda Chen, Margaret Lech, Liuping Wang
A Complete Key Management Scheme for LoRaWAN v1.1. Sensors 21 (9) (2021)
Sruthy Skaria, Da Huang, Akram Al-Hourani, Robin J. Evans, Margaret Lech
Deep-Learning for Hand-Gesture Recognition with Simultaneous Thermal and Radar Sensors. IEEE SENSORS (2020)
Huynh The Vu, Richardt H. Wilkinson, Margaret Lech, Eva Cheng
A Hybrid Neural Network for Graph-Based Human Pose Estimation From 2D Images. IEEE Access 8 (2020)
Catherine Sandoval Rodriguez, April Rose Panganiban, Melissa N. Stolar, Robert S. Bolia, Margaret Lech
Prediction of Inter-Personal Trust and Team Familiarity From Speech: A Double Transfer Learning Approach. IEEE Access 8 (2020)
Muhammad Shehram Shah Syed, Zafi Sherhan Syed, Margaret Lech, Elena Pirogova
Automated Screening for Alzheimer's Dementia Through Spontaneous Speech. INTERSPEECH (2020)
Catherine Sandoval Rodriguez, Elena Pirogova, Margaret Lech
Classification of Fine-Art Paintings with Simulated Partial Damages. ICSPCS (2020)
Muhammad Shehram Shah Syed, Elena Pirogova, Margaret Lech
Multimodal Prediction of Public Trust in Politicians from Speech and Text. ICSPCS (2020)
Denis Shitov, Elena Pirogova, Tadeusz A. Wysocki, Margaret Lech
Learning Acoustic Word Embeddings With Dynamic Time Warping Triplet Networks. IEEE Access 8 (2020)
Aamir Shabbir Hussain, Elena Pirogova, Margaret Lech
Multi-Label Crowd Size And Location Recognition From Images. ICSPCS (2020)
Margaret Lech, Melissa N. Stolar, Christopher Best, Robert S. Bolia
Real-Time Speech Emotion Recognition Using a Pre-trained Image Classification Network: Effects of Bandwidth Reduction and Companding. Frontiers Comput. Sci. 2 (2020)
Maria Vukovic, Vidhyasaharan Sethu, Jessica Parker, Lawrence Cavedon, Margaret Lech, John Thangarajah
Estimating cognitive load from speech gathered in a complex real-life training exercise. Int. J. Hum. Comput. Stud. 124 (2019)
Catherine S. Rodriguez, Elena Pirogova, Margaret Lech
Two-Stage Deep Learning Approach to the Classification of Fine-Art Paintings. IEEE Access 7 (2019)
Quang Tri Chiem, Margaret Lech, Richardt H. Wilkinson
A Hybrid Two-Stage 3D Object Recognition from Orthogonal Projections. ICSPCS (2019)
Muhammad Shehram Shah Syed, Melissa N. Stolar, Elena Pirogova, Margaret Lech
Speech Acoustic Features Characterising Individuals with High and Low Public Trust. ICSPCS (2019)
Yadollah Zamanidoost, Sattar Mirzakuchaki, Margaret Lech, Richardt H. Wilkinson
A Fully Automatic Mid-Diastole Frame Detection in 2D Echocardiography Sequences. ICSPCS (2019)
Ling He, Xiyue Wang, Jing Zhang, Qi Liu, Heng Yin, Margaret Lech
Automatic detection of consonant omission in cleft palate speech. Int. J. Speech Technol. 22 (1) (2019)
Xiaoying Wang, Eva Cheng, Ian S. Burnett, Richardt H. Wilkinson, Margaret Lech
Automatic tracking of multiple zebrafish larvae with resilience against segmentation errors. ISBI (2018)
Dorian House, Margaret Lech, Melissa N. Stolar
Using Deep Learning to Identify Potential Roof Spaces for Solar Panels. ICSPCS (2018)
Denis Shitov, Elena Pirogova, Margaret Lech
Assessment of Features for Neurocomputational Modeling of Speech Acquisition. ICSPCS (2018)
Catherine Sandoval Rodriguez, Margaret Lech, Elena Pirogova
Classification of Style in Fine-Art Paintings Using Transfer Learning and Weighted Image Patches. ICSPCS (2018)
Ling He, Jing Zhang, Qi Liu, Junpeng Zhang, Heng Yin, Margaret Lech
Automatic detection of glottal stop in cleft palate speech. Biomed. Signal Process. Control. 39 (2018)
Melissa N. Stolar, Margaret Lech, Robert S. Bolia, Michael Skinner
Acoustic Characteristics of Emotional Speech Using Spectrogram Image Classification. ICSPCS (2018)
Huynh The Vu, Richardt H. Wilkinson, Margaret Lech, Eva Cheng
A Comparison between Anatomy-Based and Data-Driven Tree Models for Human Pose Estimation. DICTA (2017)
Haytham M. Fayek, Margaret Lech, Lawrence Cavedon
Evaluating deep learning architectures for Speech Emotion Recognition. Neural Networks 92 (2017)
Melissa N. Stolar, Margaret Lech, Robert S. Bolia, Michael Skinner
Towards autonomous machine reasoning: Multi-stage classification system with intermediate learning. ICSPCS (2017)
Melissa N. Stolar, Margaret Lech, Robert S. Bolia, Michael Skinner
Real time speech emotion recognition using RGB image classification and transfer learning. ICSPCS (2017)
Quang Tri Chiem, Richardt H. Wilkinson, Margaret Lech, Eva Cheng
Investigating Keypoint Repeatability for 3D Correspondence Estimation in Cluttered Scenes. DICTA (2017)
Abas Albahri, Catherine S. Rodriguez, Margaret Lech
Artificial bandwidth extension to improve automatic emotion recognition from narrow-band coded speech. ICSPCS (2016)
Hieu Minh Bui, Margaret Lech, Eva Cheng, Katrina Neville, Ian S. Burnett
Object Recognition Using Deep Convolutional Features Transformed by a Recursive Network Structure. IEEE Access 4 (2016)
Haytham M. Fayek, Margaret Lech, Lawrence Cavedon
Modeling subjectiveness in emotion recognition with deep neural networks: Ensembles vs soft labels. IJCNN (2016)
Abas Albahri, Margaret Lech
Effects of band reduction and coding on speech emotion recognition. ICSPCS (2016)
Haytham M. Fayek, Margaret Lech, Lawrence Cavedon
On the Correlation and Transferability of Features Between Automatic Speech Recognition and Speech Emotion Recognition. INTERSPEECH (2016)
Louis Quinn, Margaret Lech
Multi-stage classification network for automatic age estimation from facial images. ICSPCS (2015)
Haytham M. Fayek, Margaret Lech, Lawrence Cavedon
Towards real-time Speech Emotion Recognition using deep neural networks. ICSPCS (2015)
Ling He, Jing Zhang, Qi Liu, Heng Yin, Margaret Lech, Yunzhi Huang
Automatic Evaluation of Hypernasality Based on a Cleft Palate Speech Database. J. Medical Syst. 39 (5) (2015)
Ling He, Jie Tan, HuaQing Hao, Ming Tang, Heng Yin, Margaret Lech
Automatic evaluation of resonance and articulation disorders in cleft palate speech. ChinaSIP (2015)
Melissa N. Stolar, Margaret Lech, Nicholas B. Allen
Detection of depression in adolescents based on statistical modeling of emotional influences in parent-adolescent conversations. ICASSP (2015)
Melissa N. Stolar, Margaret Lech, Ian S. Burnett
Prediction of emotional states in parent-adolescent conversations using non-linear autoregressive neural networks. ICSPCS (2015)
Abdel Y. Hussenbocus, Margaret Lech, Nicholas B. Allen
Statistical differences in speech acoustics of major depressed and non-depressed adolescents. ICSPCS (2015)
Ling He, Jing Zhang, Qi Liu, Heng Yin, Margaret Lech
Automatic Evaluation of Hypernasality and Consonant Misarticulation in Cleft Palate Speech. IEEE Signal Process. Lett. 21 (10) (2014)
Kuan Ee Brian Ooi, Margaret Lech, Nicholas B. Allen
Prediction of major depression in adolescents using an optimized multi-channel weighted speech classification system. Biomed. Signal Process. Control. 14 (2014)
Ling He, Margaret Lech, Jing Zhang, Xiaomei Ren, Lihua Deng
Study of wavelet packet energy entropy for emotion classification in speech and glottal signals. ICDIP (2013)
Melissa N. Stolar, Margaret Lech, Lisa Sheeber, Ian S. Burnett, Nicholas B. Allen
Introducing Emotions to the Modelingof Intra- and Inter-Personal Influencesin Parent-Adolescent Conversations. IEEE Trans. Affect. Comput. 4 (4) (2013)
Kuan Ee Brian Ooi, Margaret Lech, Nicholas B. Allen
Multichannel Weighted Speech Classification System for Prediction of Major Depression in Adolescents. IEEE Trans. Biomed. Eng. 60 (2) (2013)
Kuan Ee Brian Ooi, Lu-Shih Alex Low, Margaret Lech, Nicholas B. Allen
Early prediction of major depression in adolescents using glottal wave characteristics and Teager Energy parameters. ICASSP (2012)
Lu-Shih Alex Low, Namunu C. Maddage, Margaret Lech, Lisa Sheeber, Nicholas B. Allen
Detection of Clinical Depression in Adolescents' Speech During Family Interactions. IEEE Trans. Biomed. Eng. 58 (3) (2011)
Ling He, Margaret Lech, Namunu C. Maddage, Nicholas B. Allen
Study of empirical mode decomposition and spectral analysis for stress and emotion classification in natural speech. Biomed. Signal Process. Control. 6 (2) (2011)
Sheeraz Memon, Margaret Lech, Namunu Chinthaka Maddage
Information Theoretic Expectation Maximization Based Gaussian Mixture Modeling for Speaker Verification. ICPR (2010)
Ling He, Margaret Lech, Nicholas B. Allen
On the importance of glottal flow spectral energy for the recognition of emotions in speech. INTERSPEECH (2010)
Lu-Shih Alex Low, Namunu Chinthaka Maddage, Margaret Lech, Lisa Sheeber, Nicholas B. Allen
Influence of acoustic low-level descriptors in the detection of clinical depression in adolescents. ICASSP (2010)
Sheeraz Memon, Margaret Lech, Namunu Chinthaka Maddage
Speaker Verification Based on Different Vector Quantization Techniques with Gaussian Mixture Models. NSS (2009)
Ling He, Margaret Lech, Namunu Chinthaka Maddage, Nicholas B. Allen
Stress and emotion recognition using log-Gabor filter analysis of speech spectrograms. ACII (2009)
Ling He, Margaret Lech, Namunu Chinthaka Maddage, Nicholas B. Allen
Stress Detection Using Speech Spectrograms and Sigma-pi Neuron Units. ICNC (2) (2009)
Lu-Shih Alex Low, Namunu Chinthaka Maddage, Margaret Lech, Nicholas B. Allen
Mel frequency cepstral feature and Gaussian Mixtures for modeling clinical depression in adolescents. IEEE ICCI (2009)
Ling He, Margaret Lech, Namunu Chinthaka Maddage, Nicholas B. Allen
Neural Networks and TEO Features for an Automatic Recognition of Stress in Spontaneous Speech. ICNC (2) (2009)
Lu-Shih Alex Low, Namunu C. Maddage, Margaret Lech, Lisa Sheeber, Nicholas B. Allen
Content based clinical depression detection in adolescents. EUSIPCO (2009)
Sheeraz Memon, Margaret Lech
Speaker Verification Based on Information Theoretic Vector Quantization. IMTIC (2008)
Sheeraz Memon, Margaret Lech
Using information theoretic vector quantization for GMM based speaker verification. EUSIPCO (2008)
Seyed Mehdi Lajevardi, Margaret Lech
Averaged Gabor Filter Features for Facial Expression Recognition. DICTA (2008)
Ling He, Margaret Lech, Sheeraz Memon, Nicholas B. Allen
Recognition of stress in speech using wavelet analysis and Teager energy operator. INTERSPEECH (2008)
Seyed Mehdi Lajevardi, Margaret Lech
Facial Expression Recognition Using Neural Networks and Log-Gabor Filters. DICTA (2008)
Hai V. Phan, Margaret Lech, Thuc D. Nguyen
Registration of 3D Range Images Using Particle Swarm Optimization. ASIAN (2004)
Chandranath R. N. Athaudage, Alan B. Bradley, Margaret Lech
Model-Based Speech Signal Coding Using Optimized Temporal Decomposition for Storage and Broadcasting Applications. EURASIP J. Adv. Signal Process. 2003 (10) (2003)
James H. Nealand, Alan B. Bradley, Margaret Lech
Overlap-save convolution applied to wavelet analysis. IEEE Signal Process. Lett. 10 (2) (2003)
Chandranath R. N. Athaudage, Alan B. Bradley, Margaret Lech
Optimization of a temporal decomposition model of speech. ISSPA (1999)