Margaret Lech

Evaluating deep learning architectures for Speech Emotion Recognition

Haytham M. Fayek, Margaret Lech, Lawrence Cavedon · Neural Networks · 2017 · 544 citations

Computing, Computer Science, Artificial Intelligence +10

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 · 254 citations

Language Studies, Linguistics, Psychiatry +17

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 · 243 citations

Engineering, Computer Science, Electrical Engineering +17

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

Catherine Sandoval, Elena Pirogova, Margaret Lech · IEEE Access · 2019 · 116 citations · Full text

Computing, Computer Science, Fine Arts +12

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 · 110 citations · Full text

Computing, Communication, Machine Learning +9