Andreas Triantafyllopoulos

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 69

Top Topics

Emotion Recognition

Acoustic Features

Redundancy Reduction

Top Venues

Publications

Andreas Triantafyllopoulos, Anastasia Semertzidou, Meishu Song, Florian B. Pokorny, Björn W. Schuller
Introducing the COVID-19 YouTube (COVYT) speech dataset featuring the same speakers with and without infection. Biomed. Signal Process. Control. 88 (Part A) (2024)
Andreas Triantafyllopoulos, Björn W. Schuller
Enrolment-based personalisation for improving individual-level fairness in speech emotion recognition. CoRR (2024)
Philipp Wagner, Andreas Triantafyllopoulos, Alexander Gebhard, Björn W. Schuller
Audio-based Step-count Estimation for Running - Windowing and Neural Network Baselines. CoRR (2024)
Xin Jing, Andreas Triantafyllopoulos, Björn W. Schuller
ParaCLAP - Towards a general language-audio model for computational paralinguistic tasks. CoRR (2024)
Alexander Gebhard, Andreas Triantafyllopoulos, Teresa Bez, Lukas Christ, Alexander Kathan, Björn W. Schuller
Exploring Meta Information for Audio-Based Zero-Shot Bird Classification. ICASSP (2024)
Manuel Milling, Andreas Triantafyllopoulos, Iosif Tsangko, Simon David Noel Rampp, Björn Wolfgang Schuller
Bringing the Discussion of Minima Sharpness to the Audio Domain: A Filter-Normalised Evaluation for Acoustic Scene Classification. ICASSP (2024)
Andreas Triantafyllopoulos, Anton Batliner, Wolfgang Mayr, Markus Fendler, Florian B. Pokorny, Maurice Gerczuk, Shahin Amiriparian, Thomas M. Berghaus, Björn W. Schuller
Sustained Vowels for Pre- vs Post-Treatment COPD Classification. CoRR (2024)
Andreas Triantafyllopoulos, Iosif Tsangko, Alexander Gebhard, Annamaria Mesaros, Tuomas Virtanen, Björn W. Schuller
Computer Audition: From Task-Specific Machine Learning to Foundation Models. CoRR (2024)
Andreas Triantafyllopoulos, Björn W. Schuller
Expressivity and Speech Synthesis. CoRR (2024)
Andreas Triantafyllopoulos, Alexander Gebhard, Manuel Milling, Simon David Noel Rampp, Björn W. Schuller
An automatic analysis of ultrasound vocalisations for the prediction of interaction context in captive Egyptian fruit bats. CoRR (2024)
Anika A. Spiesberger, Andreas Triantafyllopoulos, Iosif Tsangko, Björn W. Schuller
Abusive Speech Detection in Indic Languages Using Acoustic Features. CoRR (2024)
Andreas Triantafyllopoulos, Anton Batliner, Simon David Noel Rampp, Manuel Milling, Björn W. Schuller
INTERSPEECH 2009 Emotion Challenge Revisited: Benchmarking 15 Years of Progress in Speech Emotion Recognition. CoRR (2024)
Andreas Triantafyllopoulos, Uwe Reichel, Shuo Liu, Stephan Huber, Florian Eyben, Björn W. Schuller
Multistage linguistic conditioning of convolutional layers for speech emotion recognition. Frontiers Comput. Sci. 5 (2023)
Arne Bruns, Anika A. Spiesberger, Andreas Triantafyllopoulos, Patric Müller, Björn W. Schuller
"Do touch!" - 3D Scanning and Printing Technologies for the Haptic Representation of Cultural Assets: A Study with Blind Target Users. SUMAC @ ACM Multimedia (2023)
Alexander Kathan, Shahin Amiriparian, Alexander Gebhard, Andreas Triantafyllopoulos, Maurice Gerczuk, Björn W. Schuller
Personalised Speech-Based Heart Rate Categorisation Using Weighted-Instance Learning. MMSports@MM (2023)
Andreas Triantafyllopoulos, Björn W. Schuller, Gökçe Iymen, Tevfik Metin Sezgin, Xiangheng He, Zijiang Yang, Panagiotis Tzirakis, Shuo Liu, Silvan Mertes, Elisabeth André, Ruibo Fu, Jianhua Tao
An Overview of Affective Speech Synthesis and Conversion in the Deep Learning Era. Proc. IEEE 111 (10) (2023)
Andreas Triantafyllopoulos, Alexander Kathan, Alice Baird, Lukas Christ, Alexander Gebhard, Maurice Gerczuk, Vincent Karas, Tobias Hübner, Xin Jing, Shuo Liu, Adria Mallol-Ragolta, Manuel Milling, Sandra Ottl, Anastasia Semertzidou, Srividya Tirunellai Rajamani, Tianhao Yan, Zijiang Yang, Judith Dineley, Shahin Amiriparian, Katrin D. Bartl-Pokorny, Anton Batliner, Florian B. Pokorny, Björn W. Schuller
HEAR4Health: a blueprint for making computer audition a staple of modern healthcare. Frontiers Digit. Health 5 (2023)
Meishu Song, Andreas Triantafyllopoulos, Zijiang Yang, Hiroki Takeuchi, Toru Nakamura, Akifumi Kishi, Tetsuro Ishizawa, Kazuhiro Yoshiuchi, Xin Jing, Vincent Karas, Zhonghao Zhao, Kun Qian, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto
Daily Mental Health Monitoring from Speech: A Real-World Japanese Dataset and Multitask Learning Analysis. ICASSP (2023)
Meishu Song, Zijiang Yang, Andreas Triantafyllopoulos, Toru Nakamura, Yongxin Zhang, Zhao Ren, Hiroki Takeuchi, Akifumi Kishi, Tetsuro Ishizawa, Kazuhiro Yoshiuchi, Haojie Zhang, Kun Qian, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto
Crossmodal Transformer on Multi-Physical Signals for Personalised Daily Mental Health Prediction. ICDM (Workshops) (2023)
Srividya Tirunellai Rajamani, Kumar T. Rajamani, Ashwin Venkateshvaran, Andreas Triantafyllopoulos, Alexander Kathan, Björn W. Schuller
Toward Detecting and Addressing Corner Cases in Deep Learning Based Medical Image Segmentation. IEEE Access 11 (2023)
Andreas Triantafyllopoulos, Alexander Gebhard, Alexander Kathan, Maurice Gerczuk, Shahin Amiriparian, Björn W. Schuller
Analysis and automatic prediction of exertion from speech: Contrasting objective and subjective measures collected while running. INTERSPEECH (2023)
Andreas Triantafyllopoulos, Alexander Kathan, Alice Baird, Lukas Christ, Alexander Gebhard, Maurice Gerczuk, Vincent Karas, Tobias Hübner, Xin Jing, Shuo Liu, Adria Mallol-Ragolta, Manuel Milling, Sandra Ottl, Anastasia Semertzidou, Srividya Tirunellai Rajamani, Tianhao Yan, Zijiang Yang, Judith Dineley, Shahin Amiriparian, Katrin D. Bartl-Pokorny, Anton Batliner, Florian B. Pokorny, Björn W. Schuller
HEAR4Health: A blueprint for making computer audition a staple of modern healthcare. CoRR (2023)
Alexander Gebhard, Andreas Triantafyllopoulos, Teresa Bez, Lukas Christ, Alexander Kathan, Björn W. Schuller
Exploring Meta Information for Audio-based Zero-shot Bird Classification. CoRR (2023)
Björn W. Schuller, Anton Batliner, Shahin Amiriparian, Alexander Barnhill, Maurice Gerczuk, Andreas Triantafyllopoulos, Alice E. Baird, Panagiotis Tzirakis, Chris Gagne, Alan S. Cowen, Nikola Lackovic, Marie-José Caraty, Claude Montacié
The ACM Multimedia 2023 Computational Paralinguistics Challenge: Emotion Share & Requests. ACM Multimedia (2023)
Alexander Kathan, Andreas Triantafyllopoulos, Shahin Amiriparian, Sabrina Milkus, Alexander Gebhard, Jonas Hohmann, Pauline Muderlak, Jürgen Schottdorf, Björn W. Schuller, Richard Musil
The effect of clinical intervention on the speech of individuals with PTSD: features and recognition performances. INTERSPEECH (2023)
Jiang-jian Xie, Yujie Zhong, Junguo Zhang, Shuo Liu, Changqing Ding, Andreas Triantafyllopoulos
A review of automatic recognition technology for bird vocalizations in the deep learning era. Ecol. Informatics 73 (2023)
Johannes Wagner, Andreas Triantafyllopoulos, Hagen Wierstorf, Maximilian Schmitt, Felix Burkhardt, Florian Eyben, Björn W. Schuller
Dawn of the Transformer Era in Speech Emotion Recognition: Closing the Valence Gap. IEEE Trans. Pattern Anal. Mach. Intell. 45 (9) (2023)
Manuel Milling, Andreas Triantafyllopoulos, Iosif Tsangko, Simon David Noel Rampp, Björn Wolfgang Schuller
Bringing the Discussion of Minima Sharpness to the Audio Domain: a Filter-Normalised Evaluation for Acoustic Scene Classification. CoRR (2023)
Anika A. Spiesberger, Andreas Triantafyllopoulos, Iosif Tsangko, Björn W. Schuller
Abusive Speech Detection in Indic Languages Using Acoustic Features. INTERSPEECH (2023)
Xin Jing, Yi Chang, Zijiang Yang, Jiangjian Xie, Andreas Triantafyllopoulos, Björn W. Schuller
U-DiT TTS: U-Diffusion Vision Transformer for Text-to-Speech. CoRR (2023)
Björn W. Schuller, Anton Batliner, Shahin Amiriparian, Alexander Barnhill, Maurice Gerczuk, Andreas Triantafyllopoulos, Alice Baird, Panagiotis Tzirakis, Chris Gagne, Alan S. Cowen, Nikola Lackovic, Marie-José Caraty, Claude Montacié
The ACM Multimedia 2023 Computational Paralinguistics Challenge: Emotion Share & Requests. CoRR (2023)
Maurice Gerczuk, Andreas Triantafyllopoulos, Shahin Amiriparian, Alexander Kathan, Jonathan Bauer, Matthias Berking, Björn W. Schuller
Zero-shot personalization of speech foundation models for depressed mood monitoring. Patterns 4 (11) (2023)
Andreas Triantafyllopoulos, Björn W. Schuller, Gökçe Iymen, Tevfik Metin Sezgin, Xiangheng He, Zijiang Yang, Panagiotis Tzirakis, Shuo Liu, Silvan Mertes, Elisabeth André, Ruibo Fu, Jianhua Tao
An Overview of Affective Speech Synthesis and Conversion in the Deep Learning Era. CoRR (2022)
Zijiang Yang, Xin Jing, Andreas Triantafyllopoulos, Meishu Song, Ilhan Aslan, Björn W. Schuller
An Overview & Analysis of Sequence-to-Sequence Emotional Voice Conversion. CoRR (2022)
Andreas Triantafyllopoulos, Markus Fendler, Anton Batliner, Maurice Gerczuk, Shahin Amiriparian, Thomas M. Berghaus, Björn W. Schuller
Distinguishing between pre- and post-treatment in the speech of patients with chronic obstructive pulmonary disease. INTERSPEECH (2022)
Zijiang Yang, Xin Jing, Andreas Triantafyllopoulos, Meishu Song, Ilhan Aslan, Björn W. Schuller
An Overview & Analysis of Sequence-to-Sequence Emotional Voice Conversion. INTERSPEECH (2022)
Björn W. Schuller, Alican Akman, Yi Chang, Harry Coppock, Alexander Gebhard, Alexander Kathan, Esther Rituerto-González, Andreas Triantafyllopoulos, Florian B. Pokorny
Climate Change & Computer Audition: A Call to Action and Overview on Audio Intelligence to Help Save the Planet. CoRR (2022)
Xin Jing, Shuo Liu, Emilia Parada-Cabaleiro, Andreas Triantafyllopoulos, Meishu Song, Zijiang Yang, Björn W. Schuller
A Temporal-oriented Broadcast ResNet for COVID-19 Detection. CoRR (2022)
Alexander Kathan, Andreas Triantafyllopoulos, Xiangheng He, Manuel Milling, Tianhao Yan, Srividya Tirunellai Rajamani, Ludwig Küster, Mathias Harrer, Elena Heber, Inga Grossmann, David D. Ebert, Björn W. Schuller
Journaling Data for Daily PHQ-2 Depression Prediction and Forecasting. CoRR (2022)
Xiangheng He, Andreas Triantafyllopoulos, Alexander Kathan, Manuel Milling, Tianhao Yan, Srividya Tirunellai Rajamani, Ludwig Küster, Mathias Harrer, Elena Heber, Inga Grossmann, David D. Ebert, Björn W. Schuller
Depression Diagnosis and Forecast based on Mobile Phone Sensor Data. CoRR (2022)
Alexander Kathan, Andreas Triantafyllopoulos, Xiangheng He, Manuel Milling, Tianhao Yan, Srividya Tirunellai Rajamani, Ludwig Küster, Mathias Harrer, Elena Heber, Inga Grossmann, David D. Ebert, Björn W. Schuller
Journaling Data for Daily PHQ-2 Depression Prediction and Forecasting. EMBC (2022)
Xin Jing, Shuo Liu, Emilia Parada-Cabaleiro, Andreas Triantafyllopoulos, Meishu Song, Zijiang Yang, Björn W. Schuller
A Temporal-oriented Broadcast ResNet for COVID-19 Detection. BHI (2022)
Andreas Triantafyllopoulos, Sandra Ottl, Alexander Gebhard, Esther Rituerto-González, Mirko Jaumann, Steffen Hüttner, Valerie Dieter, Patrick Schneeweiß, Inga Krauß, Maurice Gerczuk, Shahin Amiriparian, Björn W. Schuller
Fatigue Prediction in Outdoor Running Conditions using Audio Data. EMBC (2022)
Andreas Triantafyllopoulos, Markus Fendler, Anton Batliner, Maurice Gerczuk, Shahin Amiriparian, Thomas M. Berghaus, Björn W. Schuller
Distinguishing between pre- and post-treatment in the speech of patients with chronic obstructive pulmonary disease. CoRR (2022)
Johannes Wagner, Andreas Triantafyllopoulos, Hagen Wierstorf, Maximilian Schmitt, Felix Burkhardt, Florian Eyben, Björn W. Schuller
Dawn of the transformer era in speech emotion recognition: closing the valence gap. CoRR (2022)
Andreas Triantafyllopoulos, Anastasia Semertzidou, Meishu Song, Florian B. Pokorny, Björn W. Schuller
COVYT: Introducing the Coronavirus YouTube and TikTok speech dataset featuring the same speakers with and without infection. CoRR (2022)
Xin Jing, Meishu Song, Andreas Triantafyllopoulos, Zijiang Yang, Björn W. Schuller
Redundancy Reduction Twins Network: A Training framework for Multi-output Emotion Regression. CoRR (2022)
Vincent Karas, Andreas Triantafyllopoulos, Meishu Song, Björn W. Schuller
Self-Supervised Attention Networks and Uncertainty Loss Weighting for Multi-Task Emotion Recognition on Vocal Bursts. CoRR (2022)
Andreas Triantafyllopoulos, Sandra Ottl, Alexander Gebhard, Esther Rituerto-González, Mirko Jaumann, Steffen Hüttner, Valerie Dieter, Patrick Schneeweiß, Inga Krauß, Maurice Gerczuk, Shahin Amiriparian, Björn W. Schuller
Fatigue Prediction in Outdoor Running Conditions using Audio Data. CoRR (2022)
Meishu Song, Zijiang Yang, Andreas Triantafyllopoulos, Xin Jing, Vincent Karas, Xie Jiangjian, Zixing Zhang, Yoshiharu Yamamoto, Björn W. Schuller
Dynamic Restrained Uncertainty Weighting Loss for Multitask Learning of Vocal Expression. CoRR (2022)
Andreas Triantafyllopoulos, Sandra Zänkert, Alice Baird, Julian Konzok, Brigitte M. Kudielka, Björn W. Schuller
Insights on Modelling Physiological, Appraisal, and Affective Indicators of Stress using Audio Features. EMBC (2022)
Andreas Triantafyllopoulos, Johannes Wagner, Hagen Wierstorf, Maximilian Schmitt, Uwe Reichel, Florian Eyben, Felix Burkhardt, Björn W. Schuller
Probing speech emotion recognition transformers for linguistic knowledge. INTERSPEECH (2022)
Andreas Triantafyllopoulos, Sandra Zänkert, Alice Baird, Julian Konzok, Brigitte M. Kudielka, Björn W. Schuller
Insights on Modelling Physiological, Appraisal, and Affective Indicators of Stress using Audio Features. CoRR (2022)
Alexander Kathan, Mathias Harrer, Ludwig Küster, Andreas Triantafyllopoulos, Xiangheng He, Manuel Milling, Maurice Gerczuk, Tianhao Yan, Srividya Tirunellai Rajamani, Elena Heber, Inga Grossmann, David D. Ebert, Björn W. Schuller
Personalised depression forecasting using mobile sensor data and ecological momentary assessment. Frontiers Digit. Health 4 (2022)
Alexander Kathan, Shahin Amiriparian, Lukas Christ, Andreas Triantafyllopoulos, Niklas Müller, Andreas König, Björn W. Schuller
A Personalised Approach to Audiovisual Humour Recognition and its Individual-level Fairness. MuSe @ ACM Multimedia (2022)
Alexander Gebhard, Andreas Triantafyllopoulos, Shahin Amiriparian, Sandra Ottl, Valerie Dieter, Maurice Gerczuk, Mirko Jaumann, David Hildner, Patrick Schneeweiß, Inka Rösel, Inga Krauß, Björn W. Schuller
Improving Exertion and Wellbeing Prediction in Outdoor Running Conditions using Audio-based Surface Recognition. MMSports@MM (2022)
Andreas Triantafyllopoulos, Johannes Wagner, Hagen Wierstorf, Maximilian Schmitt, Uwe Reichel, Florian Eyben, Felix Burkhardt, Björn W. Schuller
Probing Speech Emotion Recognition Transformers for Linguistic Knowledge. CoRR (2022)
Andreas Triantafyllopoulos, Meishu Song, Zijiang Yang, Xin Jing, Björn W. Schuller
Exploring speaker enrolment for few-shot personalisation in emotional vocalisation prediction. CoRR (2022)
Xiangheng He, Andreas Triantafyllopoulos, Alexander Kathan, Manuel Milling, Tianhao Yan, Srividya Tirunellai Rajamani, Ludwig Küster, Mathias Harrer, Elena Heber, Inga Grossmann, David D. Ebert, Björn W. Schuller
Depression Diagnosis and Forecast based on Mobile Phone Sensor Data. EMBC (2022)
Andreas Triantafyllopoulos, Björn W. Schuller
The Role of Task and Acoustic Similarity in Audio Transfer Learning: Insights from the Speech Emotion Recognition Case. ICASSP (2021)
Andreas Triantafyllopoulos, Shuo Liu, Björn W. Schuller
Deep speaker conditioning for speech emotion recognition. ICME (2021)
Andreas Triantafyllopoulos, Manuel Milling, Konstantinos Drossos, Björn W. Schuller
Fairness and underspecification in acoustic scene classification: The case for disaggregated evaluations. CoRR (2021)
Alice Baird, Andreas Triantafyllopoulos, Sandra Zänkert, Sandra Ottl, Lukas Christ, Lukas Stappen, Julian Konzok, Sarah Sturmbauer, Eva-Maria Meßner, Brigitte M. Kudielka, Nicolas Rohleder, Harald Baumeister, Björn W. Schuller
An Evaluation of Speech-Based Recognition of Emotional and Physiological Markers of Stress. Frontiers Comput. Sci. 3 (2021)
Andreas Triantafyllopoulos, Uwe Reichel, Shuo Liu, Stephan Huber, Florian Eyben, Björn W. Schuller
Multistage linguistic conditioning of convolutional layers for speech emotion recognition. CoRR (2021)
Andreas Triantafyllopoulos, Manuel Milling, Konstantinos Drossos, Björn W. Schuller
Fairness and Underspecification in Acoustic Scene Classification: The Case for Disaggregated Evaluations. DCASE (2021)
Shuo Liu, Andreas Triantafyllopoulos, Zhao Ren, Björn W. Schuller
Towards Speech Robustness for Acoustic Scene Classification. INTERSPEECH (2020)
Christopher Oates, Andreas Triantafyllopoulos, Ingmar Steiner, Björn W. Schuller
Robust Speech Emotion Recognition Under Different Encoding Conditions. INTERSPEECH (2019)
Andreas Triantafyllopoulos, Gil Keren, Johannes Wagner, Ingmar Steiner, Björn W. Schuller
Towards Robust Speech Emotion Recognition Using Deep Residual Networks for Speech Enhancement. INTERSPEECH (2019)
Andreas Triantafyllopoulos, Hesam Sagha, Florian Eyben, Björn W. Schuller
audEERING's approach to the One-Minute-Gradual Emotion Challenge. CoRR (2018)