Melissa N. Stolar

Publication Activity (10 Years)

Years Active: 2013-2022
Publications (10 Years): 11

Top Topics

Emotional State

Transfer Learning

Acoustic Features

Top Venues

Frontiers Comput. Sci.

Publications

Catherine S. Rodriguez, Melissa N. Stolar, Simon G. Hosking, Dawei Jia, Margaret Lech
Real-Time Team Performance and Workload Prediction From Voice Communications. IEEE Access 10 (2022)
Maria Vukovic, Melissa N. Stolar, Margaret Lech
Cognitive Load Estimation From Speech Commands to Simulated Aircraft. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Catherine Sandoval Rodriguez, April Rose Panganiban, Melissa N. Stolar, Robert S. Bolia, Margaret Lech
Prediction of Inter-Personal Trust and Team Familiarity From Speech: A Double Transfer Learning Approach. IEEE Access 8 (2020)
Margaret Lech, Melissa N. Stolar, Christopher Best, Robert S. Bolia
Real-Time Speech Emotion Recognition Using a Pre-trained Image Classification Network: Effects of Bandwidth Reduction and Companding. Frontiers Comput. Sci. 2 (2020)
Muhammad Shehram Shah Syed, Melissa N. Stolar, Elena Pirogova, Margaret Lech
Speech Acoustic Features Characterising Individuals with High and Low Public Trust. ICSPCS (2019)
Dorian House, Margaret Lech, Melissa N. Stolar
Using Deep Learning to Identify Potential Roof Spaces for Solar Panels. ICSPCS (2018)
Melissa N. Stolar, Margaret Lech, Robert S. Bolia, Michael Skinner
Acoustic Characteristics of Emotional Speech Using Spectrogram Image Classification. ICSPCS (2018)
Melissa N. Stolar, Margaret Lech, Robert S. Bolia, Michael Skinner
Towards autonomous machine reasoning: Multi-stage classification system with intermediate learning. ICSPCS (2017)
Melissa N. Stolar, Margaret Lech, Robert S. Bolia, Michael Skinner
Real time speech emotion recognition using RGB image classification and transfer learning. ICSPCS (2017)
Melissa N. Stolar, Margaret Lech, Nicholas B. Allen
Detection of depression in adolescents based on statistical modeling of emotional influences in parent-adolescent conversations. ICASSP (2015)
Melissa N. Stolar, Margaret Lech, Ian S. Burnett
Prediction of emotional states in parent-adolescent conversations using non-linear autoregressive neural networks. ICSPCS (2015)
Melissa N. Stolar, Margaret Lech, Lisa Sheeber, Ian S. Burnett, Nicholas B. Allen
Introducing Emotions to the Modelingof Intra- and Inter-Personal Influencesin Parent-Adolescent Conversations. IEEE Trans. Affect. Comput. 4 (4) (2013)