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Yashish M. Siriwardena
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Multimodal approach for assessing neuromotor coordination in schizophrenia using convolutional neural networks
YM Siriwardena, C Espy-Wilson, C Kitchen, DL Kelly
Proceedings of the 2021 International Conference on Multimodal Interaction …, 2021
102021
Acoustic-to-articulatory speech inversion with multi-task learning
YM Siriwardena, G Sivaraman, C Espy-Wilson
arXiv preprint arXiv:2205.13755, 2022
72022
Audio data augmentation for acoustic-to-articulatory speech inversion using bidirectional gated rnns
YM Siriwardena, AA Attia, G Sivaraman, C Espy-Wilson
arXiv preprint arXiv:2205.13086, 2022
72022
The secret source: Incorporating source features to improve acoustic-to-articulatory speech inversion
YM Siriwardena, C Espy-Wilson
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
42023
Learning to Compute the Articulatory Representations of Speech with the MIRRORNET
YM Siriwardena, C Espy-Wilson, S Shamma
arXiv preprint arXiv:2210.16454, 2022
42022
The Mirrornet: Learning audio synthesizer controls inspired by sensorimotor interaction
YM Siriwardena, G Marion, S Shamma
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
32022
Inverted Vocal Tract Variables and Facial Action Units to Quantify Neuromotor Coordination in Schizophrenia
YM Siriwardena, C Kitchen, DL Kelly, C Espy-Wilson
Proceedings of the 12th International Seminar on Speech Production (ISSP …, 2021
22021
A system to assess endothelial dysfunction by combining peripheral arterial tonometry with digital thermal monitoring
IMD Karunathilake, H Maduwantha, S Jayasinghe, AC De Silva
2017 IEEE International Conference on Industrial and Information Systems …, 2017
22017
Analysis of parameters derived from peripheral arterial tonometry and digital thermal monitoring signals for assessing endothelial dysfunction
H Maduwantha, IMD Karunathilake, S Jayasinghe, AC De Silva
2017 IEEE Healthcare Innovations and Point of Care Technologies (HI-POCT …, 2017
22017
Exploring velar function in speech: An integrated approach using nasometry and high-speed nasopharyngoscopy
L Oren, B Fletcher, H Le, Y Maduwantha, C Espy-Wilson, M Tiede, ...
The Journal of the Acoustical Society of America 154 (4_supplement), A245-A245, 2023
2023
A multi-modal approach for identifying schizophrenia using cross-modal attention
G Premananth, YM Siriwardena, P Resnik, C Espy-Wilson
arXiv preprint arXiv:2309.15136, 2023
2023
Improving Speech Inversion Through Self-Supervised Embeddings and Enhanced Tract Variables
AA Attia, YM Siriwardena, C Espy-Wilson
arXiv preprint arXiv:2309.09220, 2023
2023
Audio Data Augmentation for Acoustic-to-Articulatory Speech Inversion
YM Siriwardena, AA Attia, G Sivaraman, C Espy-Wilson
2023 31st European Signal Processing Conference (EUSIPCO), 301-305, 2023
2023
Speaker-independent Speech Inversion for Estimation of Nasalance
YM Siriwardena, C Espy-Wilson, S Boyce, MK Tiede, L Oren
arXiv preprint arXiv:2306.00203, 2023
2023
Acoustic-to-Articulatory Speech Inversion Features for Mispronunciation Detection of/r/in Child Speech Sound Disorders
NR Benway, YM Siriwardena, JL Preston, E Hitchcock, T McAllister, ...
arXiv preprint arXiv:2305.16085, 2023
2023
Emotion recognition with speech articulatory coordination features
YM Siriwardena, N Seneviratne, C Espy-Wilson
The Journal of the Acoustical Society of America 150 (4_Supplement), A358-A358, 2021
2021
Predictive Modeling Using Linguistic Signal for Suicidality in Social Media: Task B
A Jain, A Mavrogiannis, D Kothandaraman, S Doshi, Y Maduwantha
Inverted Vocal Tract Variables and Facial Action Units to Quantify Neuromotor Coordination in Schizophrenia
YM HPERS, C Kitchen, DL Kelly, C Espy-Wilson
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