Suranga Nanayakkara
5 papers · 2020–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(16)
🌈
Renaissance Researcher
(6)
Venues
Top co-authors
Research topics
Machine Learning
(3)
Learning Types
(3)
Artificial Intelligence
(2)
Natural Language Processing
(2)
Speech & Audio
(2)
Analysis
(2)
Core AI
(2)
Resources & Methods
(2)
Deep Learning
(1)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Knowledge & Reasoning
(1)
Application Areas
(1)
Applications
(1)
Architectures
(1)
Keywords
speech emotion recognition
(3)
multimodal learning
(2)
self-supervised learning
(2)
text mining
(1)
emotion recognition
(1)
automatic speech recognition
(1)
knowledge graph
(1)
long short-term memory
(1)
wearable sensor
(1)
representation fusion
(1)
emotion classification
(1)
lstm network
(1)
twitter data
(1)
pronunciation assessment
(1)
dysarthric speech
(1)
bert-like model
(1)
emotion cause extraction
(1)
emotion cause analysis
(1)
speech clarity assessment
(1)
mispronunciation localization
(1)
Papers
Towards Temporally Explainable Dysarthric Speech Clarity Assessment
Interspeech 2025
EMO-KNOW: A Large Scale Dataset on Emotion-Cause
EMNLP 2023
Self-supervised Representation Fusion for Speech and Wearable Based Emotion Recognition
Interspeech 2022
Jointly Fine-Tuning “BERT-Like” Self Supervised Models to Improve Multimodal Speech Emotion Recognition
Interspeech 2020
Speech Emotion Recognition ‘in the Wild’ Using an Autoencoder
Interspeech 2020