Andreas Triantafyllopoulos
Orcid: 0000-0001-8338-617X
According to our database1,
Andreas Triantafyllopoulos
authored at least 57 papers
between 2018 and 2024.
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Bibliography
2024
Audio Enhancement for Computer Audition - An Iterative Training Paradigm Using Sample Importance.
J. Comput. Sci. Technol., July, 2024
Introducing the COVID-19 YouTube (COVYT) speech dataset featuring the same speakers with and without infection.
Biomed. Signal Process. Control., February, 2024
Does the Definition of Difficulty Matter? Scoring Functions and their Role for Curriculum Learning.
CoRR, 2024
Enhancing Emotional Text-to-Speech Controllability with Natural Language Guidance through Contrastive Learning and Diffusion Models.
CoRR, 2024
CoRR, 2024
ParaCLAP - Towards a general language-audio model for computational paralinguistic tasks.
CoRR, 2024
Enrolment-based personalisation for improving individual-level fairness in speech emotion recognition.
CoRR, 2024
INTERSPEECH 2009 Emotion Challenge Revisited: Benchmarking 15 Years of Progress in Speech Emotion Recognition.
CoRR, 2024
Bringing the Discussion of Minima Sharpness to the Audio Domain: A Filter-Normalised Evaluation for Acoustic Scene Classification.
Proceedings of the IEEE International Conference on Acoustics, 2024
Personalised Anomaly Detectors and Prototypical Representations for Relapse Detection from Wearable-Based Digital Phenotyping.
Proceedings of the IEEE International Conference on Acoustics, 2024
Proceedings of the IEEE International Conference on Acoustics, 2024
An Automatic Analysis of Ultrasound Vocalisations for the Prediction of Interaction Context in Captive Egyptian Fruit Bats.
Proceedings of the 32nd European Signal Processing Conference, 2024
Audio-Based Step-Count Estimation for Running - Windowing and Neural Network Baselines.
Proceedings of the 32nd European Signal Processing Conference, 2024
2023
Patterns, November, 2023
Proc. IEEE, October, 2023
IEEE Trans. Pattern Anal. Mach. Intell., September, 2023
Frontiers Digit. Health, May, 2023
Multistage linguistic conditioning of convolutional layers for speech emotion recognition.
Frontiers Comput. Sci., 2023
A review of automatic recognition technology for bird vocalizations in the deep learning era.
Ecol. Informatics, 2023
Toward Detecting and Addressing Corner Cases in Deep Learning Based Medical Image Segmentation.
IEEE Access, 2023
Personalised Speech-Based Heart Rate Categorisation Using Weighted-Instance Learning.
Proceedings of the 6th International Workshop on Multimedia Content Analysis in Sports, 2023
The ACM Multimedia 2023 Computational Paralinguistics Challenge: Emotion Share & Requests.
Proceedings of the 31st ACM International Conference on Multimedia, 2023
"Do touch!" - 3D Scanning and Printing Technologies for the Haptic Representation of Cultural Assets: A Study with Blind Target Users.
Proceedings of the 5th Workshop on analySis, 2023
Analysis and automatic prediction of exertion from speech: Contrasting objective and subjective measures collected while running.
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023
The effect of clinical intervention on the speech of individuals with PTSD: features and recognition performances.
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023
Crossmodal Transformer on Multi-Physical Signals for Personalised Daily Mental Health Prediction.
Proceedings of the IEEE International Conference on Data Mining, 2023
Daily Mental Health Monitoring from Speech: A Real-World Japanese Dataset and Multitask Learning Analysis.
Proceedings of the IEEE International Conference on Acoustics, 2023
2022
Introducing the COVID-19 YouTube (COVYT) speech dataset featuring the same speakers with and without infection.
Dataset, September, 2022
Personalised depression forecasting using mobile sensor data and ecological momentary assessment.
Frontiers Digit. Health, 2022
Self-Supervised Attention Networks and Uncertainty Loss Weighting for Multi-Task Emotion Recognition on Vocal Bursts.
CoRR, 2022
Dynamic Restrained Uncertainty Weighting Loss for Multitask Learning of Vocal Expression.
CoRR, 2022
COVYT: Introducing the Coronavirus YouTube and TikTok speech dataset featuring the same speakers with and without infection.
CoRR, 2022
Redundancy Reduction Twins Network: A Training framework for Multi-output Emotion Regression.
CoRR, 2022
Exploring speaker enrolment for few-shot personalisation in emotional vocalisation prediction.
CoRR, 2022
Climate Change & Computer Audition: A Call to Action and Overview on Audio Intelligence to Help Save the Planet.
CoRR, 2022
A Personalised Approach to Audiovisual Humour Recognition and its Individual-level Fairness.
Proceedings of the MuSe@MM 2022: Proceedings of the 3rd International on Multimodal Sentiment Analysis Workshop and Challenge, 2022
Improving Exertion and Wellbeing Prediction in Outdoor Running Conditions using Audio-based Surface Recognition.
Proceedings of the MMSports@MM 2022: Proceedings of the 5th International ACM Workshop on Multimedia Content Analysis in Sports, 2022
Distinguishing between pre- and post-treatment in the speech of patients with chronic obstructive pulmonary disease.
Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022
Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022
Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Insights on Modelling Physiological, Appraisal, and Affective Indicators of Stress using Audio Features.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022
2021
An Evaluation of Speech-Based Recognition of Emotional and Physiological Markers of Stress.
Frontiers Comput. Sci., 2021
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021
The Role of Task and Acoustic Similarity in Audio Transfer Learning: Insights from the Speech Emotion Recognition Case.
Proceedings of the IEEE International Conference on Acoustics, 2021
Fairness and Underspecification in Acoustic Scene Classification: The Case for Disaggregated Evaluations.
Proceedings of the 6th Workshop on Detection and Classification of Acoustic Scenes and Events 2021 (DCASE 2021), 2021
2020
Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020
2019
Towards Robust Speech Emotion Recognition Using Deep Residual Networks for Speech Enhancement.
Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019
Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019
2018