Panagiotis Tzirakis

Orcid: 0000-0001-9449-5339

According to our database1, Panagiotis Tzirakis authored at least 43 papers between 2013 and 2024.

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Bibliography

2024
The NeurIPS 2023 Machine Learning for Audio Workshop: Affective Audio Benchmarks and Novel Data.
CoRR, 2024

The 6th Affective Behavior Analysis in-the-wild (ABAW) Competition.
CoRR, 2024

2023
An Overview of Affective Speech Synthesis and Conversion in the Deep Learning Era.
Proc. IEEE, October, 2023

A summary of the ComParE COVID-19 challenges.
Frontiers Digit. Health, March, 2023

The MuSe 2023 Multimodal Sentiment Analysis Challenge: Mimicked Emotions, Cross-Cultural Humour, and Personalisation.
CoRR, 2023

ABAW: Valence-Arousal Estimation, Expression Recognition, Action Unit Detection & Emotional Reaction Intensity Estimation Challenges.
CoRR, 2023

The MuSe 2023 Multimodal Sentiment Analysis Challenge: Mimicked Emotions, Cross-Cultural Humour, and Personalisation.
Proceedings of the 4th on Multimodal Sentiment Analysis Challenge and Workshop: Mimicked Emotions, 2023

The ACM Multimedia 2023 Computational Paralinguistics Challenge: Emotion Share & Requests.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Emotion Expression Estimates to Measure and Improve Multimodal Social-Affective Interactions.
Proceedings of the International Conference on Multimodal Interaction, 2023

Large-Scale Nonverbal Vocalization Detection Using Transformers.
Proceedings of the IEEE International Conference on Acoustics, 2023

ABAW: Valence-Arousal Estimation, Expression Recognition, Action Unit Detection & Emotional Reaction Intensity Estimation Challenges.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Evaluating the COVID-19 Identification ResNet (CIdeR) on the INTERSPEECH COVID-19 From Audio Challenges.
Frontiers Digit. Health, 2022

Proceedings of the ACII Affective Vocal Bursts Workshop and Competition 2022 (A-VB): Understanding a critically understudied modality of emotional expression.
CoRR, 2022

Proceedings of the ICML 2022 Expressive Vocalizations Workshop and Competition: Recognizing, Generating, and Personalizing Vocal Bursts.
CoRR, 2022

The ACII 2022 Affective Vocal Bursts Workshop & Competition: Understanding a critically understudied modality of emotional expression.
CoRR, 2022

The ICML 2022 Expressive Vocalizations Workshop and Competition: Recognizing, Generating, and Personalizing Vocal Bursts.
CoRR, 2022

The MuSe 2022 Multimodal Sentiment Analysis Challenge: Humor, Emotional Reactions, and Stress.
Proceedings of the MuSe@MM 2022: Proceedings of the 3rd International on Multimodal Sentiment Analysis Workshop and Challenge, 2022

State & Trait Measurement from Nonverbal Vocalizations: A Multi-Task Joint Learning Approach.
Proceedings of the Interspeech 2022, 2022


The ACII 2022 Affective Vocal Bursts Workshop & Competition.
Proceedings of the 10th International Conference on Affective Computing and Intelligent Interaction, ACII 2022, 2022

2021
End-to-end multimodal affect recognition in real-world environments.
Inf. Fusion, 2021

Facial Emotion Recognition using Deep Residual Networks in Real-World Environments.
CoRR, 2021

End-2-End COVID-19 Detection from Breath & Cough Audio.
CoRR, 2021

New Directions in Emotion Theory.
Proceedings of the MuSe '21: Proceedings of the 2nd on Multimodal Sentiment Analysis Challenge, 2021

The INTERSPEECH 2021 Computational Paralinguistics Challenge: COVID-19 Cough, COVID-19 Speech, Escalation & Primates.
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

Speech Emotion Recognition Using Semantic Information.
Proceedings of the IEEE International Conference on Acoustics, 2021

Multi-Channel Speech Enhancement Using Graph Neural Networks.
Proceedings of the IEEE International Conference on Acoustics, 2021

2020
MuSe 2020 - The First International Multimodal Sentiment Analysis in Real-life Media Challenge and Workshop.
CoRR, 2020

End2You: Multimodal Profiling by End-to-End Learning and Applications.
Proceedings of the MuSe'20: Proceedings of the 1st International on Multimodal Sentiment Analysis in Real-life Media Challenge and Workshop, 2020

MuSe 2020 Challenge and Workshop: Multimodal Sentiment Analysis, Emotion-target Engagement and Trustworthiness Detection in Real-life Media: Emotional Car Reviews in-the-wild.
Proceedings of the MuSe'20: Proceedings of the 1st International on Multimodal Sentiment Analysis in Real-life Media Challenge and Workshop, 2020

Computer Audition for Continuous Rainforest Occupancy Monitoring: The Case of Bornean Gibbons' Call Detection.
Proceedings of the Interspeech 2020, 2020

Synthesising 3D Facial Motion from "In-the-Wild" Speech.
Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

2019
Deep Affect Prediction in-the-Wild: Aff-Wild Database and Challenge, Deep Architectures, and Beyond.
Int. J. Comput. Vis., 2019

Poisson CNN: Convolutional Neural Networks for the Solution of the Poisson Equation with Varying Meshes and Dirichlet Boundary Conditions.
CoRR, 2019

Time-series Clustering with Jointly Learning Deep Representations, Clusters and Temporal Boundaries.
Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019

2018
End2You - The Imperial Toolkit for Multimodal Profiling by End-to-End Learning.
CoRR, 2018


EAT -: The ICMI 2018 Eating Analysis and Tracking Challenge.
Proceedings of the 2018 on International Conference on Multimodal Interaction, 2018

End-to-End Speech Emotion Recognition Using Deep Neural Networks.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017
End-to-End Multimodal Emotion Recognition Using Deep Neural Networks.
IEEE J. Sel. Top. Signal Process., 2017

T3C: improving a decision tree classification algorithm's interval splits on continuous attributes.
Adv. Data Anal. Classif., 2017


2013
Evaluating data mining algorithms using molecular dynamics trajectories.
Int. J. Data Min. Bioinform., 2013


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