Sunghye Cho
8 papers · 2019–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird
🌈
Renaissance Researcher
(7)
Venues
Top co-authors
Research topics
Machine Learning
(6)
Core Methods
(6)
Healthcare & Medicine
(3)
Speech & Audio
(3)
Analysis
(3)
Clinical
(3)
Application Areas
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Deep Learning
(1)
Interdisciplinary
(1)
Natural Language Processing
(1)
Applications
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Keywords
acoustic feature
(4)
speech analysis
(3)
autism spectrum disorder
(2)
speech recognition
(1)
part-of-speech tagging
(1)
clinical speech analysis
(1)
automatic speech recognition
(1)
fundamental frequency
(1)
gradient boosting
(1)
human-computer interaction
(1)
speech classification
(1)
acoustic feature extraction
(1)
medical classification
(1)
supervised fine-tuning
(1)
random forest
(1)
chain-of-thought reasoning
(1)
feature reduction
(1)
principal component analysis
(1)
lexical feature
(1)
feature extraction
(1)
Papers
Comparative Evaluation of Acoustic Feature Extraction Tools for Clinical Speech Analysis
Interspeech 2025
Reasoning-Based Approach with Chain-of-Thought for Alzheimer’s Detection Using Speech and Large Language Models
Interspeech 2025
Crosslinguistic Acoustic Feature-based Dementia Classification Using Advanced Learning Architectures
COLING 2024
KoFREN: Comprehensive Korean Word Frequency Norms Derived from Large Scale Free Speech Corpora
COLING 2024
Automatically Predicting Perceived Conversation Quality in a Pediatric Sample Enriched for Autism
Interspeech 2023
Identifying stable speech-language markers of autism in children: Preliminary evidence from a longitudinal telephony-based study
NAACL 2022
Automatic Detection of Autism Spectrum Disorder in Children Using Acoustic and Text Features from Brief Natural Conversations
Interspeech 2019
Automatic Detection of Prosodic Focus in American English
Interspeech 2019