← Authors

Julien Epps

26 papers · 2010–2025 · 4 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (4) 🌈 Renaissance Researcher (9) 🐝 Cross-Pollinator (10) πŸŒ‰ Interdisciplinary Bridge 🐣 Hot Topic Early Bird πŸ—ΊοΈ Taxonomy Completionist (14) πŸƒ Academic Marathon (15) 🧭 Keyword Pioneer 🌟 Keyword Trendsetter Combo (6) 🏠 Conference Loyalist (23) πŸ† Keyword Champion (2) 🧬 Topic Evolution πŸ“ˆ Trend Setter πŸš€ Conference Pioneer ⚑ Prolific Year (6) πŸ—ƒοΈ Keyword Collector (132) πŸ’Ž Century Club (26) ❓ The Questioner πŸ”₯ Unstoppable (6)

Conferences

INTERSPEECH (23) ACL (1) EMNLP (1) JMLR (1)

Top co-authors

Eliathamby Ambikairajah (8) Beena Ahmed (5) Zhaocheng Huang (4) Vidhyasaharan Sethu (4) Mostafa Shahin (3) Buddhi Wickramasinghe (3) Rajib Rana (3) Brian Stasak (3) Roland Goecke (3) Siddique Latif (3)

Research topics

Analysis (1)

Keywords

depression detection (5) speech emotion recognition (4) speech processing (4) speaker verification (4) speech analysis (4) domain adaptation (3) convolutional neural network (3) acoustic feature (3) emotion prediction (2) speech emotion (2) depression classification (2) spectral feature (2) feature learning (2) multimodal learning (2) mental health (2) automatic speech recognition (2) domain generalization (2) replay attack detection (2) emotion recognition (1) data augmentation (1)

Papers

SpeechT-RAG: Reliable Depression Detection in LLMs with Retrieval-Augmented Generation Using Speech Timing Information ACL 2025
When LLMs Meets Acoustic Landmarks: An Efficient Approach to Integrate Speech into Large Language Models for Depression Detection EMNLP 2024
AusKidTalk: An Auditory-Visual Corpus of 3- to 12-Year-Old Australian Children’s Speech INTERSPEECH 2021
Domain Adaptation for Enhancing Speech-Based Depression Detection in Natural Environmental Conditions Using Dilated CNNs INTERSPEECH 2020
Investigating Light-ResNet Architecture for Spoofing Detection Under Mismatched Conditions INTERSPEECH 2020
Augmenting Turn-Taking Prediction with Wearable Eye Activity During Conversation INTERSPEECH 2020
UNSW System Description for the Shared Task on Automatic Speech Recognition for Non-Native Children’s Speech INTERSPEECH 2020
How Ordinal Are Your Data? INTERSPEECH 2020
An Adaptive-Q Cochlear Model for Replay Spoofing Detection INTERSPEECH 2019
Direct Modelling of Speech Emotion from Raw Speech INTERSPEECH 2019
Biologically Inspired Adaptive-Q Filterbanks for Replay Spoofing Attack Detection INTERSPEECH 2019
Variational Autoencoders for Learning Latent Representations of Speech Emotion: A Preliminary Study INTERSPEECH 2018
Transfer Learning for Improving Speech Emotion Classification Accuracy INTERSPEECH 2018
Detection of Replay-Spoofing Attacks Using Frequency Modulation Features INTERSPEECH 2018
Frequency Domain Linear Prediction Features for Replay Spoofing Attack Detection INTERSPEECH 2018
Depression Detection from Short Utterances via Diverse Smartphones in Natural Environmental Conditions INTERSPEECH 2018
Demonstrating and Modelling Systematic Time-varying Annotator Disagreement in Continuous Emotion Annotation INTERSPEECH 2018
An Investigation of Emotion Dynamics and Kalman Filtering for Speech-Based Emotion Prediction INTERSPEECH 2017
Bidirectional Modelling for Short Duration Language Identification INTERSPEECH 2017
An Investigation of Emotion Prediction Uncertainty Using Gaussian Mixture Regression INTERSPEECH 2017
Elicitation Design for Acoustic Depression Classification: An Investigation of Articulation Effort, Linguistic Complexity, and Word Affect INTERSPEECH 2017
An Investigation of Crowd Speech for Room Occupancy Estimation INTERSPEECH 2017
Cross-Cultural Depression Recognition from Vocal Biomarkers INTERSPEECH 2016
An Investigation of Emotional Speech in Depression Classification INTERSPEECH 2016
Automatic Classification of Lexical Stress in English and Arabic Languages Using Deep Learning INTERSPEECH 2016
Information Theoretic Measures for Clusterings Comparison: Variants, Properties, Normalization and Correction for Chance JMLR 2010