Balamurali B. T.

According to our database, Balamurali B. T. authored at least 22 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Explaining Spectrograms in Machine Learning: A Study on Neural Networks for Speech Classification.

Jesin James, Balamurali B. T., Binu Abeysinghe, Junchen Liu

CoRR, 2024

Performance Assessment of ChatGPT vs Bard in Detecting Alzheimer's Dementia.

Balamurali B. T., Jer-Ming Chen

CoRR, 2024

Towards Smartphone-Based Heart Sound Classification.

Prachee Priyadarshinee, Balamurali B. T., Vern Hsen Tan, Siang Chew Chai, Colin Yeo, Jer-Ming Chen

Proceedings of the International Conference on Signal Processing and Communications, 2024

Cervical Auscultation Machine Learning for Dysphagia Assessment.

An An Chia, Stacy Lum, Michelle Boo, Rex Tan, Balamurali B. T., Jer-Ming Chen

Proceedings of the International Conference on Signal Processing and Communications, 2024

2023

Exploring Prosodic Features Modelling for Secondary Emotions Needed for Empathetic Speech Synthesis.

Jesin James, Balamurali B. T., Catherine I. Watson, Hansjörg Mixdorff

Sensors, March, 2023

Vocal Tract Resonance Detection at Low Frequencies: Improving Physical and Transducer Configurations.

Jithin Thilakan, Balamurali B. T., Sarun P. M., Jer-Ming Chen

Sensors, January, 2023

2022

Investigating Synchronized Optical Ballistocardiography vs Electrocardiography for Pathological and Healthy Adults.

Prachee Priyadarshinee, Yixian Tan, Cindy Ming Ying Lin, Christopher Johann Clarke, Balamurali B. T., Enyi Tan, Vern Hsen Tan, Siang Chew Chai, Colin Yeo, Jer-Ming Chen

Proceedings of the IEEE International Conference on Signal Processing and Communications, 2022

Computationally efficient physics approximating neural networks for highly nonlinear maps.

Christopher Johann Clarke, Jatin Chowdhury, Cindy Ming Ying Lin, Ivan Fu Xing Tan, Prachee Priyadarshinee, Balamurali B. T., Dorien Herremans, Jer-Ming Chen

Proceedings of the Conference on Research in Adaptive and Convergent Systems, 2022

2021

AttendAffectNet-Emotion Prediction of Movie Viewers Using Multimodal Fusion with Self-Attention.

Ha Thi Phuong Thao, Balamurali B. T., Gemma Roig, Dorien Herremans

Sensors, 2021

Deep Neural Network-Based Respiratory Pathology Classification Using Cough Sounds.

Balamurali B. T., Hwan Ing Hee, Saumitra Kapoor, Oon Hoe Teoh, Sung Shin Teng, Khai Pin Lee, Dorien Herremans, Jer-Ming Chen

Sensors, 2021

Empathetic Speech Synthesis and Testing for Healthcare Robots.

Jesin James, Balamurali B. T., Catherine Inez Watson, Bruce A. MacDonald

Int. J. Soc. Robotics, 2021

Retrieving Input from Touch Interfaces via Acoustic Emanations.

Kai Ren Teo, Balamurali B. T., Jer-Ming Chen, Jianying Zhou

Proceedings of the IEEE Conference on Dependable and Secure Computing, 2021

2020

Singing voice separation using a deep convolutional neural network trained by ideal binary mask and cross entropy.

Kin Wah Edward Lin, Balamurali B. T., Enyan Koh, Simon Lui, Dorien Herremans

Neural Comput. Appl., 2020

A dataset and classification model for Malay, Hindi, Tamil and Chinese music.

Fajilatun Nahar, Kat Agres, Balamurali B. T., Dorien Herremans

CoRR, 2020

Acoustic prediction of flowrate: varying liquid jet stream onto a free surface.

Balamurali B. T., Edwin Jonathan Aslim, Yun Shu Lynn Ng, Tricia Li Chuen Kuo, Jacob Chen Shihang, Dorien Herremans, Lay Guat Ng, Jer-Ming Chen

Proceedings of the International Conference on Signal Processing and Communications, 2020

Regression-based Music Emotion Prediction using Triplet Neural Networks.

Kin Wai Cheuk, Yin-Jyun Luo, Balamurali B. T., Gemma Roig, Dorien Herremans

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

AttendAffectNet: Self-Attention based Networks for Predicting Affective Responses from Movies.

Ha Thi Phuong Thao, Balamurali B. T., Dorien Herremans, Gemma Roig

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019

Towards robust audio spoofing detection: a detailed comparison of traditional and learned features.

Balamurali B. T., Kin Wah Edward Lin, Simon Lui, Jer-Ming Chen, Dorien Herremans

CoRR, 2019

Toward Robust Audio Spoofing Detection: A Detailed Comparison of Traditional and Learned Features.

Balamurali B. T., Kin Wah Edward Lin, Simon Lui, Jer-Ming Chen, Dorien Herremans

IEEE Access, 2019

Analyzing Intra-Speaker and Inter-Speaker Vocal Tract Impedance Characteristics in a Low-Dimensional Feature Space Using t-SNE.

Balamurali B. T., Jer-Ming Chen

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Latent Space Representation for Multi-Target Speaker Detection and Identification with a Sparse Dataset Using Triplet Neural Networks.

Kin Wai Cheuk, Balamurali B. T., Gemma Roig, Dorien Herremans

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2019

2018

Automated Classification of Vowel-Gesture Parameters Using External Broadband Excitation.

Balamurali B. T., Jer-Ming Chen

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018