Margaret Lech

Evaluating deep learning architectures for Speech Emotion Recognition

Haytham M. Fayek, Margaret Lech, Lawrence Cavedon · Neural Networks · 2017 · 531 citations

Engineering, Speech Analysis, Deep Learning Architectures +7

Detection of Clinical Depression in Adolescents’ Speech During Family Interactions

Lu-Shih Alex Low, M C Maddage, Margaret Lech et al. · IEEE Transactions on Biomedical Engineering · 2010 · 248 citations · Full text

Family Medicine, Speech Recordings, Speech Sound Disorder +18

Hand-Gesture Recognition Using Two-Antenna Doppler Radar With Deep Convolutional Neural Networks

Sruthy Skaria, Akram Al‐Hourani, Margaret Lech et al. · IEEE Sensors Journal · 2019 · 239 citations

Radar, Convolutional Neural Network, Engineering +10

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

Catherine Sandoval, Elena Pirogova, Margaret Lech · IEEE Access · 2019 · 112 citations · Full text

Convolutional Neural Network, Image Classification, Art History +15

Real-Time Speech Emotion Recognition Using a Pre-trained Image Classification Network: Effects of Bandwidth Reduction and Companding

Margaret Lech, Melissa N. Stolar, Christopher Best et al. · Frontiers in Computer Science · 2020 · 108 citations · Full text

Engineering, Machine Learning, Step Introduction +21