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M
Margaret Lech
defence science & technology
26
H-index
131
Paper Count
3.0K
Citation Count
0
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Published Papers
21
Publication Date
Publication Date
Impact Factor
Citations
Simultaneous Sleep Stage and Sleep Disorder Detection from Multimodal Sensors Using Deep Learning
SENSORS
IF
3.5
2023-03-26
8
OA
AI
Cheng, Yi-Hsuan; Lech, Margaret; Wilkinson, Richardt Howard
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Deep Reinforcement Learning for Articulatory Synthesis in a Vowel-to-Vowel Imitation Task
SENSORS
IF
3.5
2023-03-24
0
OA
AI
Shitov, Denis; Pirogova, Elena; Wysocki, Tadeusz A.; Lech, Margaret
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Distributed Neural Network System for Multimodal Sleep Stage Detection
IEEE ACCESS
IF
3.6
2023-01-01
2
OA
AI
Cheng, Yi-Hsuan; Lech, Margaret; Wilkinson, Richardt H.
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Real-Time Team Performance and Workload Prediction From Voice Communications
IEEE ACCESS
IF
3.6
2022-01-01
2
OA
AI
Sandoval, Catherine; Stolar, Melissa N.; Hosking, Simon G.; Jia, Dawei; Lech, Margaret
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Cognitive Load Estimation From Speech Commands to Simulated Aircraft
IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING
IF
5.1
2021-01-01
10
PRE
AI
Vukovic, Maria; Stolar, Melissa; Lech, Margaret
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Automated Recognition of Alzheimer's Dementia Using Bag-of-Deep-Features and Model Ensembling
IEEE ACCESS
IF
3.6
2021-01-01
28
OA
AI
Syed, Zafi Sherhan; Syed, Muhammad Shehram Shah; Lech, Margaret; Pirogova, Elena
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Adversarial Learning Approach to Unsupervised Labeling of Fine Art Paintings
IEEE ACCESS
IF
3.6
2021-01-01
11
OA
AI
Sandoval, Catherine; Pirogova, Elena; Lech, Margaret
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Prediction of Inter-Personal Trust and Team Familiarity From Speech: A Double Transfer Learning Approach
IEEE ACCESS
IF
3.6
2020-01-01
2
OA
AI
Rodriguez, Catherine Sandoval; Panganiban, April Rose; Stolar, Melissa N.; Bolia, Robert; Lech, Margaret
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Learning Acoustic Word Embeddings With Dynamic Time Warping Triplet Networks
IEEE ACCESS
IF
3.6
2020-01-01
5
OA
AI
Shitov, Denis; Pirogova, Elena; Wysocki, Tadeusz A.; Lech, Margaret
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A Hybrid Neural Network for Graph-Based Human Pose Estimation From 2D Images
IEEE ACCESS
IF
3.6
2020-01-01
2
OA
AI
Huynh The Vu; Wilkinson, Richardt H.; Lech, Margaret; Cheng, Eva
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Hand-Gesture Recognition Using Two-Antenna Doppler Radar With Deep Convolutional Neural Networks
IEEE SENSORS JOURNAL
IF
4.5
2019-04-15
184
PRE
AI
Skaria, Sruthy; Al-Hourani, Akram; Lech, Margaret; Evans, Robin J.
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Estimating cognitive load from speech gathered in a complex real-life training exercise
INTERNATIONAL JOURNAL OF HUMAN-COMPUTER STUDIES
IF
5.1
2019-04-01
15
PRE
AI
Vukovic, Maria; Sethu, Vidhyasaharan; Parker, Jessica; Cavedon, Lawrence; Lech, Margaret; Thangarajah, John
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Two-Stage Deep Learning Approach to the Classification of Fine-Art Paintings
IEEE ACCESS
IF
3.6
2019-01-01
68
OA
AI
Sandoval, Catherine; Pirogova, Elena; Lech, Margaret
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Evaluating deep learning architectures for Speech Emotion Recognition
NEURAL NETWORKS
IF
6.3
2017-08-01
357
PRE
AI
Fayek, Haytham M.; Lech, Margaret; Cavedon, Lawrence
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Object Recognition Using Deep Convolutional Features Transformed by a Recursive Network Structure
IEEE ACCESS
IF
3.6
2016-01-01
51
OA
AI
Hieu Minh Bui; Lech, Margaret; Cheng, Eva; Neville, Katrina; Burnett, Ian S.
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Automatic Evaluation of Hypernasality Based on a Cleft Palate Speech Database
JOURNAL OF MEDICAL SYSTEMS
IF
5.7
2015-03-28
22
PRE
AI
He, Ling; Zhang, Jing; Liu, Qi; Yin, Heng; Lech, Margaret; Huang, Yunzhi
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Prediction of major depression in adolescents using an optimized multi-channel weighted speech classification system
BIOMEDICAL SIGNAL PROCESSING AND CONTROL
IF
4.9
2014-11-01
15
PRE
AI
Ooi, Kuan Ee Brian; Lech, Margaret; Allen, Nicholas Brian
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Automatic Evaluation of Hypernasality and Consonant Misarticulation in Cleft Palate Speech
ieee signal processing magazine
IF
3.9
2014-10-01
36
PRE
AI
He, Ling; Zhang, Jing; Liu, Qi; Yin, Heng; Lech, Margaret
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Introducing Emotions to the Modeling of Intra- and Inter-Personal Influences in Parent-Adolescent Conversations
IEEE TRANSACTIONS ON AFFECTIVE COMPUTING
IF
9.8
2013-10-01
6
PRE
AI
Stolar, Melissa N.; Lech, Margaret; Sheeber, Lisa B.; Burnett, Ian S.; Allen, Nicholas B.
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Study of empirical mode decomposition and spectral analysis for stress and emotion classification in natural speech
BIOMEDICAL SIGNAL PROCESSING AND CONTROL
IF
4.9
2011-04-01
62
PRE
AI
He, Ling; Lech, Margaret; Maddage, Namunu C.; Allen, Nicholas B.
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Research Directions
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Co-authors
Cooperation Journals
N
Nicholas B. Allen
H-index: 91 · Papers: 684
R
Robin J. Evans
H-index: 61 · Papers: 802
A
Akram Al‐Hourani
H-index: 33 · Papers: 206
L
Lawrence Cavedon
H-index: 31 · Papers: 164
Q
Qi Liu
H-index: 30 · Papers: 174
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