Aparna Balagopalan
7 papers · 2019–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (4) 🏃 Academic Marathon (6) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(14)
Conferences
EMNLP (3)
INTERSPEECH (2)
ICML (1)
MLHC (1)
Top co-authors
Keywords
speech analysis
(3)
feature engineering
(2)
speech processing
(1)
automatic speech recognition
(1)
clinical speech analysis
(1)
sequential model
(1)
feature combination
(1)
pretrained model
(1)
error analysis
(1)
lexical feature
(1)
dementia detection
(1)
cognitive impairment
(1)
alzheimer disease detection
(1)
syntactic feature
(1)
alzheimer's disease detection
(1)
acoustic embedding
(1)
bidirectional encoder representation
(1)
alzheimers detection
(1)
health text classification
(1)
text modification
(1)
Papers
LEMoN: Label Error Detection using Multimodal Neighbors
ICML 2025
Event-Based Contrastive Learning for Medical Time Series
MLHC 2024
Comparing Acoustic-Based Approaches for Alzheimer’s Disease Detection
INTERSPEECH 2021
Impact of ASR on Alzheimer’s Disease Detection: All Errors are Equal, but Deletions are More Equal than Others
EMNLP 2020
Fantastic Features and Where to Find Them: Detecting Cognitive Impairment with a Subsequence Classification Guided Approach
EMNLP 2020
To BERT or not to BERT: Comparing Speech and Language-Based Approaches for Alzheimer’s Disease Detection
INTERSPEECH 2020
Lexical Features Are More Vulnerable, Syntactic Features Have More Predictive Power
EMNLP 2019