Publications
This is a list of my publications in the last 5 years. For a full list please see Google Scholar.
2024
Is Distance a Modality? Multilabel Learning for Speech-Based Joint Prediction of Attributed Traits and Perceived Distances in 3D Audio Immersive Environment
E Fringi, N Alareef, L Picinalli, S Brewster, T Guha and A Vinciarelli
WorkBench: A Benchmark Dataset for Agents in a Realistic Workplace Setting
O Styles, S Miller, P Cerda-Mardini, T Guha, V Sanchez and B Vidgen
COLM 2024
Assessing Privacy Risks of Attribute Inference Attacks against Speech-based Depression Detection System
B Alsenani, A Esposito, A Vinciarelli and T Guha
ECAI 2024
2023
Explainable Depression Detection via Head Motion Patterns
M Gahalawat, R F Rojas, T Guha, R Subramanian and R Goecke
ACM ICMI 2023
Privacy Risks in Speech Emotion Recognition: A Systematic Study on Gender Inference Attack
B Alsenani, T Guha and A Vinciarelli
INTERSPEECH 2023
Heterogeneous Graph Learning for Acoustic Event Classification
A Shirian, M Ahmadian, K Somandepalli and T Guha
IEEE ICASSP 2023
Robust Multiview Multimodal Driver Monitoring System using Masked Multihead Self Attention
Y Ma, V Sanchez, S Nikan, D Upadhyay, B Atote and T Guha
IEEE/CVF CVPR Workshop 2023
2022
Multi-camera Trajectory Forecasting with Trajectory Tensors
O Styles, T Guha and V Sanchez
IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 44(11), pp. 8482-8491, November 2022
Self-supervised Graphs for Audio Representation Learning with Limited Labeled Data
A Shirian, K Somandepalli and T Guha
IEEE Journal of Selected Topics in Signal Processing, vol. 26(6), pp. 1391-1401, October 2022
Dynamic Emotion Modeling with Learnable Graphs and Graph Inception Network
A Shirian, S Tripathi and T Guha
IEEE Transactions on Multimedia, vol. 24, pp. 780-790, February 2022
Learning Long-Term Spatio-Temporal Graphs for Active Speaker Detection
K Min, S Roy, S Tripathi, T Guha and S Majumdar
ECCV 2022
FusionCount: Efficient Crowd Counting via Multiscale Feature Fusion
Y Ma, T Guha and V Sanchez
IEEE ICIP 2022
Self-supervised Frontalization and Rotation GAN with Random Swap for Pose-invariant Face Recognition
J Liao, T Guha and V Sanchez
IEEE ICIP 2022
Visually-aware Acoustic Event Detection using Heterogeneous Graphs
A Shirian, K Somandepalli, V Sanchez and T Guha
INTERSPEECH 2022
Graph-based Transform based on 3D Convolutional Neural Network for Intraprediction of Imaging Data
D Roy, T Guha and V Sanchez
IEEE DCC 2022
2021
Computational Media Intelligence: Human-centered Machine Analysis of Media
K Somandepalli, T Guha, V Martinez, N Kumar, H Adam and S S Narayanan
Proceedings of the IEEE, vol. 109(5), pp. 891 - 910, May 2021
Emotion Sensing from Head Motion Capture
A Samanta and T Guha
IEEE Sensors Journal, vol. 21(4), pp. 5035 - 5043, February 2021
In Defense of Scene Graphs for Image Captioning
K Nguyen, S Tripathi, B Du, T Guha and T Nguyen
IEEE/CVF ICCV 2021
Head Matters: Explainable Human-centered Trait Prediction from Head Motion Dynamics
S Madan, M Gahalawat, T Guha and R Subramanian
ACM ICMI 2021
Towards Autism Screening through Emotion-guided Eye Gaze Response
S Ghosh and T Guha
IEEE EMBC 2021
Compact Graph Architecture for Speech Emotion Recognition
A Shirian and T Guha
IEEE ICASSP 2021
GBT based on Graph Neural Network for Predictive Transform Coding
D Roy, T Guha and V Sanchez
IEEE DCC 2021 (Extended abstract)
2020
Dynamic Character Graph via Online Face Clustering for Movie Analysis
P Kulshreshtha and T Guha
Multimedia Tools and Applications, vol. 79(43-44), pp. 33103 - 33116, November 2020.
Attention-selective Network for Face Synthesis and Pose-invariant Face Recognition
J Liao, A Kot, T Guha and V Sanchez
IEEE ICIP 2020
Multi-camera Trajectory Forecasting: Pedestrian Trajectory Prediction in a Network of Cameras
O Styles, T Guha, V Sanchez and A Kot
IEEE/CVF CVPR Workshops 2020
PDF Database **Best student paper award**
Ensemble Network for Ranking Images based on Visual Appeal
S Singh, V Sanchez and T Guha
IEEE ICASSP 2020
Variational Recurrent Sequence-to-Sequence Retrieval for Stepwise Illustration
V Batra, A Halder, Y He, G Vogiatzis, H Ferhatosmanoglu and T Guha
ECIR 2020
Multiple Object Forecasting: Predicting Future Object Locations in Diverse Environments
O Styles, T Guha and V Sanchez
IEEE WACV 2020
Coordinated Joint Multimodal Embeddings for Generalized Audio-visual Zero-shot Classification
K K Parida, N Matiyali, T Guha and G Sharma
IEEE WACV 2020
2019 and Older
Please see Google Scholar