Margaret Lech - RankMe

77 papers A 5B 4Misc 7Journal 28Unranked 33

Year	Rank	Type	Title / Venue / Authors
2024	—	`conf`	Stock Market Crash Forecasting Using an Assembly of Deep Learning Classifiers. ICSPCS Nicholas Smith, Richardt H. Wilkinson, Du Yong Kim, Margaret Lech
2023	J	`jnl`	Deep Reinforcement Learning for Articulatory Synthesis in a Vowel-to-Vowel Imitation Task. Sensors Denis Shitov, Elena Pirogova, Tadeusz A. Wysocki, Margaret Lech
2023	J	`jnl`	Distributed Neural Network System for Multimodal Sleep Stage Detection. IEEE Access Yi-Hsuan Cheng, Margaret Lech, Richardt H. Wilkinson
2023	J	`jnl`	Simultaneous Sleep Stage and Sleep Disorder Detection from Multimodal Sensors Using Deep Learning. Sensors Yi-Hsuan Cheng, Margaret Lech, Richardt H. Wilkinson
2022	J	`jnl`	Real-Time Team Performance and Workload Prediction From Voice Communications. IEEE Access Catherine S. Rodriguez, Melissa N. Stolar, Simon G. Hosking, Dawei Jia, Margaret Lech
2021	J	`jnl`	A Complete Key Management Scheme for LoRaWAN v1.1. Sensors Xingda Chen, Margaret Lech, Liuping Wang
2021	J	`jnl`	Adversarial Learning Approach to Unsupervised Labeling of Fine Art Paintings. IEEE Access Catherine Sandoval Rodriguez, Elena Pirogova, Margaret Lech
2021	J	`jnl`	Automated Recognition of Alzheimer's Dementia Using Bag-of-Deep-Features and Model Ensembling. IEEE Access Zafi Sherhan Syed, Muhammad Shehram Shah Syed, Margaret Lech, Elena Pirogova
2021	J	`jnl`	Cognitive Load Estimation From Speech Commands to Simulated Aircraft. IEEE ACM Trans. Audio Speech Lang. Process. Maria Vukovic, Melissa N. Stolar, Margaret Lech
2021	J	`jnl`	HybNet: A Hybrid Deep Learning - Matched Filter Approach for IoT Signal Detection. CoRR Kosta Dakic, Bassel Al Homssi, Margaret Lech, Akram Al-Hourani
2021	—	`conf`	LoRa Signal Demodulation Using Deep Learning, a Time-Domain Approach. VTC Spring Kosta Dakic, Bassel Al Homssi, Akram Al-Hourani, Margaret Lech
2021	—	`conf`	Sleep Stage Recognition from EEG Using a Distributed Multi-Channel Decision-Making System. ICSPCS Yi-Hsuan Cheng, Margaret Lech, Richardt H. Wilkinson
2021	A	`conf`	Tackling the ADRESSO Challenge 2021: The MUET-RMIT System for Alzheimer's Dementia Recognition from Spontaneous Speech. Interspeech Zafi Sherhan Syed, Muhammad Shehram Shah Syed, Margaret Lech, Elena Pirogova
2020	J	`jnl`	A Hybrid Neural Network for Graph-Based Human Pose Estimation From 2D Images. IEEE Access Huynh The Vu, Richardt H. Wilkinson, Margaret Lech, Eva Cheng
2020	A	`conf`	Automated Screening for Alzheimer's Dementia Through Spontaneous Speech. INTERSPEECH Muhammad Shehram Shah Syed, Zafi Sherhan Syed, Margaret Lech, Elena Pirogova
2020	—	`conf`	Classification of Fine-Art Paintings with Simulated Partial Damages. ICSPCS Catherine Sandoval Rodriguez, Elena Pirogova, Margaret Lech
2020	—	`conf`	Deep-Learning for Hand-Gesture Recognition with Simultaneous Thermal and Radar Sensors. IEEE SENSORS Sruthy Skaria, Da Huang, Akram Al-Hourani, Robin J. Evans, Margaret Lech
2020	J	`jnl`	Learning Acoustic Word Embeddings With Dynamic Time Warping Triplet Networks. IEEE Access Denis Shitov, Elena Pirogova, Tadeusz A. Wysocki, Margaret Lech
2020	—	`conf`	Multi-Label Crowd Size And Location Recognition From Images. ICSPCS Aamir Shabbir Hussain, Elena Pirogova, Margaret Lech
2020	—	`conf`	Multimodal Prediction of Public Trust in Politicians from Speech and Text. ICSPCS Muhammad Shehram Shah Syed, Elena Pirogova, Margaret Lech
2020	J	`jnl`	Prediction of Inter-Personal Trust and Team Familiarity From Speech: A Double Transfer Learning Approach. IEEE Access Catherine Sandoval Rodriguez, April Rose Panganiban, Melissa N. Stolar, Robert S. Bolia, Margaret Lech
2020	J	`jnl`	Real-Time Speech Emotion Recognition Using a Pre-trained Image Classification Network: Effects of Bandwidth Reduction and Companding. Frontiers Comput. Sci. Margaret Lech, Melissa N. Stolar, Christopher J. Best, Robert S. Bolia
2019	—	`conf`	A Fully Automatic Mid-Diastole Frame Detection in 2D Echocardiography Sequences. ICSPCS Yadollah Zamanidoost, Sattar Mirzakuchaki, Margaret Lech, Richardt H. Wilkinson
2019	—	`conf`	A Hybrid Two-Stage 3D Object Recognition from Orthogonal Projections. ICSPCS Quang Tri Chiem, Margaret Lech, Richardt H. Wilkinson
2019	J	`jnl`	Automatic detection of consonant omission in cleft palate speech. Int. J. Speech Technol. Ling He, Xiyue Wang, Jing Zhang, Qi Liu, Heng Yin, Margaret Lech
2019	J	`jnl`	Estimating cognitive load from speech gathered in a complex real-life training exercise. Int. J. Hum. Comput. Stud. Maria Vukovic, Vidhyasaharan Sethu, Jessica Parker, Lawrence Cavedon, Margaret Lech, John Thangarajah
2019	—	`conf`	Speech Acoustic Features Characterising Individuals with High and Low Public Trust. ICSPCS Muhammad Shehram Shah Syed, Melissa N. Stolar, Elena Pirogova, Margaret Lech
2019	J	`jnl`	Two-Stage Deep Learning Approach to the Classification of Fine-Art Paintings. IEEE Access Catherine S. Rodriguez, Elena Pirogova, Margaret Lech
2018	—	`conf`	Acoustic Characteristics of Emotional Speech Using Spectrogram Image Classification. ICSPCS Melissa N. Stolar, Margaret Lech, Robert S. Bolia, Michael Skinner
2018	—	`conf`	Assessment of Features for Neurocomputational Modeling of Speech Acquisition. ICSPCS Denis Shitov, Elena Pirogova, Margaret Lech
2018	J	`jnl`	Automatic detection of glottal stop in cleft palate speech. Biomed. Signal Process. Control. Ling He, Jing Zhang, Qi Liu, Junpeng Zhang, Heng Yin, Margaret Lech
2018	—	`conf`	Automatic tracking of multiple zebrafish larvae with resilience against segmentation errors. ISBI Xiaoying Wang, Eva Cheng, Ian S. Burnett, Richardt H. Wilkinson, Margaret Lech
2018	—	`conf`	Classification of Style in Fine-Art Paintings Using Transfer Learning and Weighted Image Patches. ICSPCS Catherine Sandoval Rodriguez, Margaret Lech, Elena Pirogova
2018	—	`conf`	Using Deep Learning to Identify Potential Roof Spaces for Solar Panels. ICSPCS Dorian House, Margaret Lech, Melissa N. Stolar
2017	Misc	`conf`	A Comparison between Anatomy-Based and Data-Driven Tree Models for Human Pose Estimation. DICTA Huynh The Vu, Richardt H. Wilkinson, Margaret Lech, Eva Cheng
2017	J	`jnl`	Evaluating deep learning architectures for Speech Emotion Recognition. Neural Networks Haytham M. Fayek, Margaret Lech, Lawrence Cavedon
2017	Misc	`conf`	Investigating Keypoint Repeatability for 3D Correspondence Estimation in Cluttered Scenes. DICTA Quang Tri Chiem, Richardt H. Wilkinson, Margaret Lech, Eva Cheng
2017	—	`conf`	Real time speech emotion recognition using RGB image classification and transfer learning. ICSPCS Melissa N. Stolar, Margaret Lech, Robert S. Bolia, Michael Skinner
2017	—	`conf`	Towards autonomous machine reasoning: Multi-stage classification system with intermediate learning. ICSPCS Melissa N. Stolar, Margaret Lech, Robert S. Bolia, Michael Skinner
2016	—	`conf`	Artificial bandwidth extension to improve automatic emotion recognition from narrow-band coded speech. ICSPCS Abas Albahri, Catherine S. Rodriguez, Margaret Lech
2016	—	`conf`	Effects of band reduction and coding on speech emotion recognition. ICSPCS Abas Albahri, Margaret Lech
2016	B	`conf`	Modeling subjectiveness in emotion recognition with deep neural networks: Ensembles vs soft labels. IJCNN Haytham M. Fayek, Margaret Lech, Lawrence Cavedon
2016	J	`jnl`	Object Recognition Using Deep Convolutional Features Transformed by a Recursive Network Structure. IEEE Access Hieu Minh Bui, Margaret Lech, Eva Cheng, Katrina Neville, Ian S. Burnett
2016	A	`conf`	On the Correlation and Transferability of Features Between Automatic Speech Recognition and Speech Emotion Recognition. INTERSPEECH Haytham M. Fayek, Margaret Lech, Lawrence Cavedon
2015	J	`jnl`	Automatic Evaluation of Hypernasality Based on a Cleft Palate Speech Database. J. Medical Syst. Ling He, Jing Zhang, Qi Liu, Heng Yin, Margaret Lech, Yunzhi Huang
2015	—	`conf`	Automatic evaluation of resonance and articulation disorders in cleft palate speech. ChinaSIP Ling He, Jie Tan, Huaqing Hao, Ming Tang, Heng Yin, Margaret Lech
2015	Misc	`conf`	Detection of depression in adolescents based on statistical modeling of emotional influences in parent-adolescent conversations. ICASSP Melissa N. Stolar, Margaret Lech, Nicholas B. Allen
2015	—	`conf`	Multi-stage classification network for automatic age estimation from facial images. ICSPCS Louis Quinn, Margaret Lech
2015	—	`conf`	Prediction of emotional states in parent-adolescent conversations using non-linear autoregressive neural networks. ICSPCS Melissa N. Stolar, Margaret Lech, Ian S. Burnett
2015	—	`conf`	Statistical differences in speech acoustics of major depressed and non-depressed adolescents. ICSPCS Abdel Y. Hussenbocus, Margaret Lech, Nicholas B. Allen
2015	—	`conf`	Towards real-time Speech Emotion Recognition using deep neural networks. ICSPCS Haytham M. Fayek, Margaret Lech, Lawrence Cavedon
2014	J	`jnl`	Automatic Evaluation of Hypernasality and Consonant Misarticulation in Cleft Palate Speech. IEEE Signal Process. Lett. Ling He, Jing Zhang, Qi Liu, Heng Yin, Margaret Lech
2014	J	`jnl`	Prediction of major depression in adolescents using an optimized multi-channel weighted speech classification system. Biomed. Signal Process. Control. Kuan Ee Brian Ooi, Margaret Lech, Nicholas B. Allen
2013	J	`jnl`	Introducing Emotions to the Modelingof Intra- and Inter-Personal Influencesin Parent-Adolescent Conversations. IEEE Trans. Affect. Comput. Melissa N. Stolar, Margaret Lech, Lisa Sheeber, Ian S. Burnett, Nicholas B. Allen
2013	J	`jnl`	Multichannel Weighted Speech Classification System for Prediction of Major Depression in Adolescents. IEEE Trans. Biomed. Eng. Kuan Ee Brian Ooi, Margaret Lech, Nicholas B. Allen
2013	—	`conf`	Study of wavelet packet energy entropy for emotion classification in speech and glottal signals. ICDIP Ling He, Margaret Lech, Jing Zhang, Xiaomei Ren, Lihua Deng
2012	Misc	`conf`	Early prediction of major depression in adolescents using glottal wave characteristics and Teager Energy parameters. ICASSP Kuan Ee Brian Ooi, Lu-Shih Alex Low, Margaret Lech, Nicholas B. Allen
2011	J	`jnl`	Detection of Clinical Depression in Adolescents' Speech During Family Interactions. IEEE Trans. Biomed. Eng. Lu-Shih Alex Low, Namunu C. Maddage, Margaret Lech, Lisa Sheeber, Nicholas B. Allen
2011	J	`jnl`	Study of empirical mode decomposition and spectral analysis for stress and emotion classification in natural speech. Biomed. Signal Process. Control. Ling He, Margaret Lech, Namunu C. Maddage, Nicholas B. Allen
2010	Misc	`conf`	Influence of acoustic low-level descriptors in the detection of clinical depression in adolescents. ICASSP Lu-Shih Alex Low, Namunu Chinthaka Maddage, Margaret Lech, Lisa Sheeber, Nicholas B. Allen
2010	B	`conf`	Information Theoretic Expectation Maximization Based Gaussian Mixture Modeling for Speaker Verification. ICPR Sheeraz Memon, Margaret Lech, Namunu Chinthaka Maddage
2010	A	`conf`	On the importance of glottal flow spectral energy for the recognition of emotions in speech. INTERSPEECH Ling He, Margaret Lech, Nicholas B. Allen
2009	—	`conf`	Content based clinical depression detection in adolescents. EUSIPCO Lu-Shih Alex Low, Namunu C. Maddage, Margaret Lech, Lisa Sheeber, Nicholas B. Allen
2009	—	`conf`	Mel frequency cepstral feature and Gaussian Mixtures for modeling clinical depression in adolescents. IEEE ICCI Lu-Shih Alex Low, Namunu Chinthaka Maddage, Margaret Lech, Nicholas B. Allen
2009	—	`conf`	Neural Networks and TEO Features for an Automatic Recognition of Stress in Spontaneous Speech. ICNC (2) Ling He, Margaret Lech, Namunu Chinthaka Maddage, Nicholas B. Allen
2009	B	`conf`	Speaker Verification Based on Different Vector Quantization Techniques with Gaussian Mixture Models. NSS Sheeraz Memon, Margaret Lech, Namunu Chinthaka Maddage
2009	—	`conf`	Stress Detection Using Speech Spectrograms and Sigma-pi Neuron Units. ICNC (2) Ling He, Margaret Lech, Namunu Chinthaka Maddage, Nicholas B. Allen
2009	B	`conf`	Stress and emotion recognition using log-Gabor filter analysis of speech spectrograms. ACII Ling He, Margaret Lech, Namunu Chinthaka Maddage, Nicholas B. Allen
2008	Misc	`conf`	Averaged Gabor Filter Features for Facial Expression Recognition. DICTA Seyed Mehdi Lajevardi, Margaret Lech
2008	Misc	`conf`	Facial Expression Recognition Using Neural Networks and Log-Gabor Filters. DICTA Seyed Mehdi Lajevardi, Margaret Lech
2008	A	`conf`	Recognition of stress in speech using wavelet analysis and Teager energy operator. INTERSPEECH Ling He, Margaret Lech, Sheeraz Memon, Nicholas B. Allen
2008	—	`conf`	Speaker Verification Based on Information Theoretic Vector Quantization. IMTIC Sheeraz Memon, Margaret Lech
2008	—	`conf`	Using information theoretic vector quantization for GMM based speaker verification. EUSIPCO Sheeraz Memon, Margaret Lech
2004	—	`conf`	Registration of 3D Range Images Using Particle Swarm Optimization. ASIAN Hai V. Phan, Margaret Lech, Thuc D. Nguyen
2003	J	`jnl`	Model-Based Speech Signal Coding Using Optimized Temporal Decomposition for Storage and Broadcasting Applications. EURASIP J. Adv. Signal Process. Chandranath R. N. Athaudage, Alan B. Bradley, Margaret Lech
2003	J	`jnl`	Overlap-save convolution applied to wavelet analysis. IEEE Signal Process. Lett. James H. Nealand, Alan B. Bradley, Margaret Lech
1999	—	`conf`	Optimization of a temporal decomposition model of speech. ISSPA Chandranath R. N. Athaudage, Alan B. Bradley, Margaret Lech