Margaret Lech - Publications, H-index & Citations

Margaret Lech

defence science & technology

26H指数

131论文数

3.0K被引数

收录论文 21

发表时间

Simultaneous Sleep Stage and Sleep Disorder Detection from Multimodal Sensors Using Deep Learning 基于深度学习的多模态传感器同时检测睡眠阶段和睡眠障碍

SENSORS

IF3.5

2023-03-26

OAAI

Cheng, Yi-Hsuan; Lech, Margaret; Wilkinson, Richardt Howard

Deep Reinforcement Learning for Articulatory Synthesis in a Vowel-to-Vowel Imitation Task

SENSORS

IF3.5

2023-03-24

OAAI

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

Distributed Neural Network System for Multimodal Sleep Stage Detection

IEEE ACCESS

IF3.6

2023-01-01

OAAI

Cheng, Yi-Hsuan; Lech, Margaret; Wilkinson, Richardt H.

Real-Time Team Performance and Workload Prediction From Voice Communications

IEEE ACCESS

IF3.6

2022-01-01

OAAI

Sandoval, Catherine; Stolar, Melissa N.; Hosking, Simon G.; Jia, Dawei; Lech, Margaret

Cognitive Load Estimation From Speech Commands to Simulated Aircraft

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING

IF5.1

2021-01-01

PREAI

Vukovic, Maria; Stolar, Melissa; Lech, Margaret

Automated Recognition of Alzheimer's Dementia Using Bag-of-Deep-Features and Model Ensembling

IEEE ACCESS

IF3.6

2021-01-01

OAAI

Syed, Zafi Sherhan; Syed, Muhammad Shehram Shah; Lech, Margaret; Pirogova, Elena

Adversarial Learning Approach to Unsupervised Labeling of Fine Art Paintings

IEEE ACCESS

IF3.6

2021-01-01

OAAI

Sandoval, Catherine; Pirogova, Elena; Lech, Margaret

Prediction of Inter-Personal Trust and Team Familiarity From Speech: A Double Transfer Learning Approach

IEEE ACCESS

IF3.6

2020-01-01

OAAI

Rodriguez, Catherine Sandoval; Panganiban, April Rose; Stolar, Melissa N.; Bolia, Robert; Lech, Margaret

Learning Acoustic Word Embeddings With Dynamic Time Warping Triplet Networks

IEEE ACCESS

IF3.6

2020-01-01

OAAI

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

A Hybrid Neural Network for Graph-Based Human Pose Estimation From 2D Images 一种用于从2D图像中估计基于图形的人体姿态的混合神经网络

IEEE ACCESS

IF3.6

2020-01-01

OAAI

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

Hand-Gesture Recognition Using Two-Antenna Doppler Radar With Deep Convolutional Neural Networks 基于深度卷积神经网络的双天线多普勒雷达手势识别

IEEE SENSORS JOURNAL

IF4.5

2019-04-15

184

PREAI

Skaria, Sruthy; Al-Hourani, Akram; Lech, Margaret; Evans, Robin J.

Estimating cognitive load from speech gathered in a complex real-life training exercise

INTERNATIONAL JOURNAL OF HUMAN-COMPUTER STUDIES

IF5.1

2019-04-01

PREAI

Vukovic, Maria; Sethu, Vidhyasaharan; Parker, Jessica; Cavedon, Lawrence; Lech, Margaret; Thangarajah, John

Two-Stage Deep Learning Approach to the Classification of Fine-Art Paintings

IEEE ACCESS

IF3.6

2019-01-01

OAAI

Sandoval, Catherine; Pirogova, Elena; Lech, Margaret

Evaluating deep learning architectures for Speech Emotion Recognition 评估用于语音情感识别的深度学习架构

NEURAL NETWORKS

IF6.3

2017-08-01

357

PREAI

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

Object Recognition Using Deep Convolutional Features Transformed by a Recursive Network Structure

IEEE ACCESS

IF3.6

2016-01-01

OAAI

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

Automatic Evaluation of Hypernasality Based on a Cleft Palate Speech Database

JOURNAL OF MEDICAL SYSTEMS

IF5.7

2015-03-28

PREAI

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

Prediction of major depression in adolescents using an optimized multi-channel weighted speech classification system

BIOMEDICAL SIGNAL PROCESSING AND CONTROL

IF4.9

2014-11-01

PREAI

Ooi, Kuan Ee Brian; Lech, Margaret; Allen, Nicholas Brian

Automatic Evaluation of Hypernasality and Consonant Misarticulation in Cleft Palate Speech

ieee signal processing magazine

IF3.9

2014-10-01

PREAI

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

Introducing Emotions to the Modeling of Intra- and Inter-Personal Influences in Parent-Adolescent Conversations

IEEE TRANSACTIONS ON AFFECTIVE COMPUTING

IF9.8

2013-10-01

PREAI

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

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

BIOMEDICAL SIGNAL PROCESSING AND CONTROL

IF4.9

2011-04-01

PREAI

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

研究方向