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Melissa Stolar
Melissa Stolar
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Cited by
Cited by
Year
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
1062020
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
792017
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
352018
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
332018
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
212018
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
142015
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
132021
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
112013
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
102018
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
62019
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
62014
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
42022
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
42020
Acoustic and conversational speech analysis of depressed adolescents and their parents
M Stolar
RMIT University, 2016
42016
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
32017
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
32015
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
12017
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
12014
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
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Articles 1–20