Julien Epps
26 papers · 2010–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π§ Keyword Pioneer π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (14) π Academic Marathon (15)
πΊοΈ
Taxonomy Completionist
(14)
π
Academic Marathon
(15)
π§
Keyword Pioneer
π
Keyword Trendsetter Combo
(6)
π
Conference Loyalist
(23)
π
Keyword Champion
(2)
π§¬
Topic Evolution
π
Trend Setter
π
Conference Pioneer
β‘
Prolific Year
(6)
ποΈ
Keyword Collector
(132)
π
Century Club
(26)
β
The Questioner
π₯
Unstoppable
(6)
Conferences
INTERSPEECH (23)
ACL (1)
EMNLP (1)
JMLR (1)
Top co-authors
Research topics
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 Childrenβs 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 Childrenβs 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