| Real-time speech emotion recognition using a pre-trained image classification network: Effects of bandwidth reduction and companding M Lech, M Stolar, C Best, R Bolia Frontiers in Computer Science 2, 14, 2020 | 125 | 2020 |
| Real time speech emotion recognition using RGB image classification and transfer learning MN Stolar, M Lech, RS Bolia, M Skinner 2017 11th International Conference on Signal Processing and Communication …, 2017 | 89 | 2017 |
| Detection of adolescent depression from speech using optimised spectral roll-off parameters MN Stolar, M Lech, SJ Stolar, NB Allen Biomedical Journal 2 (10), 2018 | 37 | 2018 |
| Amplitude-frequency analysis of emotional speech using transfer learning and classification of spectrogram images M Lech, M Stolar, R Bolia, M Skinner Adv. Sci. Technol. Eng. Syst. J 3 (4), 363-371, 2018 | 35 | 2018 |
| Acoustic characteristics of emotional speech using spectrogram image classification M Stolar, M Lech, RS Bolia, M Skinner 2018 12th International Conference on Signal Processing and Communication …, 2018 | 22 | 2018 |
| Detection of depression in adolescents based on statistical modeling of emotional influences in parent-adolescent conversations MN Stolar, M Lech, NB Allen 2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015 | 15 | 2015 |
| Cognitive load estimation from speech commands to simulated aircraft M Vukovic, M Stolar, M Lech IEEE/ACM Transactions on Audio, Speech, and Language Processing 29, 1011-1022, 2021 | 14 | 2021 |
| Introducing emotions to the modelingof intra-and inter-personal influencesin parent-adolescent conversations MN Stolar, M Lech, LB Sheeber, IS Burnett, NB Allen IEEE Transactions on affective computing 4 (4), 372-385, 2013 | 11 | 2013 |
| Using deep learning to identify potential roof spaces for solar panels D House, M Lech, M Stolar 2018 12th International Conference on Signal Processing and Communication …, 2018 | 10 | 2018 |
| Speech acoustic features characterising individuals with high and low public trust MSS Syed, M Stolar, E Pirogova, M Lech 2019 13th International Conference on Signal Processing and Communication …, 2019 | 8 | 2019 |
| Optimized multi-channel deep neural network with 2D graphical representation of acoustic speech features for emotion recognition MN Stolar, M Lech, IS Burnett 2014 8th International Conference on Signal Processing and Communication …, 2014 | 6 | 2014 |
| Prediction of inter-personal trust and team familiarity from speech: A double transfer learning approach CS Rodriguez, AR Panganiban, MN Stolar, RS Bolia, M Lech IEEE Access 8, 225437-225447, 2020 | 4 | 2020 |
| Acoustic and conversational speech analysis of depressed adolescents and their parents M Stolar RMIT University, 2016 | 4 | 2016 |
| Real-time team performance and workload prediction from voice communications C Sandoval, MN Stolar, SG Hosking, D Jia, M Lech IEEE Access 10, 78484-78492, 2022 | 3 | 2022 |
| Towards autonomous machine reasoning: Multi-stage classification system with intermediate learning MN Stolar, M Lech, RS Bolia, M Skinner 2017 11th International Conference on Signal Processing and Communication …, 2017 | 3 | 2017 |
| Prediction of emotional states in parent-adolescent conversations using non-linear autoregressive neural networks MN Stolar, M Lech, IS Burnett 2015 9th International Conference on Signal Processing and Communication …, 2015 | 3 | 2015 |
| Application of sound recognition techniques for identification of the squeak and rattle noises O Pogorilyi INTER-NOISE and NOISE-CON Congress and Conference Proceedings 255 (7), 204-209, 2017 | 1 | 2017 |
| Using the influence model coefficients and the random walk to predict emotional interactions in parent-child conversations MN Stolar, M Lech, IS Burnett 2014 8th International Conference on Signal Processing and Communication …, 2014 | 1 | 2014 |
| Quantitative and Qualitative Insights into Emotional Interaction Patterns in Families with Clinically Depressed and Non-Depressed Adolescents M Stolar, M Lech, L Sheeber, N Allen Clinical depression 2 (1), 1-7, 2016 | | 2016 |
| Patterns in Families with Clinically Depressed and Non-Depressed Adolescents. Clin Depress 2: 106. Clin Depress, an open access journal ISSN: 2572-0791 of speaker or being in a … MN Stolar, M Lech, LB Sheeber, NB Allen These estimates were given as [9]:(1) Where p denoted posterior, 2016 | | 2016 |
