Andreas Triantafyllopoulos

Anastasia Semertzidou

Biomed. Signal Process. Control., February, 2024

2023

Zero-shot personalization of speech foundation models for depressed mood monitoring.

[BibT_eX]

[DOI]

Maurice Gerczuk

Patterns, November, 2023

An Overview of Affective Speech Synthesis and Conversion in the Deep Learning Era.

[BibT_eX]

[DOI]

Proc. IEEE, October, 2023

Dawn of the Transformer Era in Speech Emotion Recognition: Closing the Valence Gap.

[BibT_eX]

[DOI]

Johannes Wagner

IEEE Trans. Pattern Anal. Mach. Intell., September, 2023

HEAR4Health: a blueprint for making computer audition a staple of modern healthcare.

[BibT_eX]

[DOI]

Frontiers Digit. Health, May, 2023

Multistage linguistic conditioning of convolutional layers for speech emotion recognition.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., 2023

A review of automatic recognition technology for bird vocalizations in the deep learning era.

[BibT_eX]

[DOI]

Ecol. Informatics, 2023

Bringing the Discussion of Minima Sharpness to the Audio Domain: a Filter-Normalised Evaluation for Acoustic Scene Classification.

[BibT_eX]

[DOI]

Iosif Tsangko

Simon David Noel Rampp

Björn Wolfgang Schuller

CoRR, 2023

Exploring Meta Information for Audio-based Zero-shot Bird Classification.

[BibT_eX]

[DOI]

CoRR, 2023

U-DiT TTS: U-Diffusion Vision Transformer for Text-to-Speech.

[BibT_eX]

[DOI]

CoRR, 2023

Toward Detecting and Addressing Corner Cases in Deep Learning Based Medical Image Segmentation.

[BibT_eX]

[DOI]

Kumar T. Rajamani

Ashwin Venkateshvaran

IEEE Access, 2023

Personalised Speech-Based Heart Rate Categorisation Using Weighted-Instance Learning.

[BibT_eX]

[DOI]

Shahin Amiriparian

Maurice Gerczuk

Proceedings of the 6th International Workshop on Multimedia Content Analysis in Sports, 2023

The ACM Multimedia 2023 Computational Paralinguistics Challenge: Emotion Share & Requests.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Arne Bruns

Anika A. Spiesberger

Patric Müller

Proceedings of the 5th Workshop on analySis, 2023

Crossmodal Transformer on Multi-Physical Signals for Personalised Daily Mental Health Prediction.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Anastasia Semertzidou

Dataset, September, 2022

Personalised depression forecasting using mobile sensor data and ecological momentary assessment.

[BibT_eX]

[DOI]

Mathias Harrer

Ludwig Küster

Frontiers Digit. Health, 2022

Self-Supervised Attention Networks and Uncertainty Loss Weighting for Multi-Task Emotion Recognition on Vocal Bursts.

[BibT_eX]

[DOI]

Vincent Karas

CoRR, 2022

Dynamic Restrained Uncertainty Weighting Loss for Multitask Learning of Vocal Expression.

[BibT_eX]

[DOI]

CoRR, 2022

COVYT: Introducing the Coronavirus YouTube and TikTok speech dataset featuring the same speakers with and without infection.

[BibT_eX]

[DOI]

Anastasia Semertzidou

CoRR, 2022

Redundancy Reduction Twins Network: A Training framework for Multi-output Emotion Regression.

[BibT_eX]

[DOI]

Xin Jing

CoRR, 2022

Exploring speaker enrolment for few-shot personalisation in emotional vocalisation prediction.

[BibT_eX]

[DOI]

CoRR, 2022

Climate Change & Computer Audition: A Call to Action and Overview on Audio Intelligence to Help Save the Planet.

[BibT_eX]

[DOI]

Esther Rituerto-González

CoRR, 2022

A Personalised Approach to Audiovisual Humour Recognition and its Individual-level Fairness.

[BibT_eX]

[DOI]

Shahin Amiriparian

Lukas Christ

Niklas Müller

Andreas König

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2022, 2022

Probing speech emotion recognition transformers for linguistic knowledge.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2022, 2022

An Overview & Analysis of Sequence-to-Sequence Emotional Voice Conversion.

[BibT_eX]

[DOI]

Xin Jing

Ilhan Aslan

Proceedings of the Interspeech 2022, 2022

Fatigue Prediction in Outdoor Running Conditions using Audio Data.

[BibT_eX]

[DOI]

Sandra Ottl

Esther Rituerto-González

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.

[BibT_eX]

[DOI]

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Journaling Data for Daily PHQ-2 Depression Prediction and Forecasting.

[BibT_eX]

[DOI]

Xiangheng He

Tianhao Yan

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Depression Diagnosis and Forecast based on Mobile Phone Sensor Data.

[BibT_eX]

[DOI]

Xiangheng He

Tianhao Yan

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

A Temporal-oriented Broadcast ResNet for COVID-19 Detection.

[BibT_eX]

[DOI]

Xin Jing

Shuo Liu

Emilia Parada-Cabaleiro

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.

[BibT_eX]

[DOI]

Alice Baird

Frontiers Comput. Sci., 2021

Deep speaker conditioning for speech emotion recognition.

[BibT_eX]

[DOI]

Shuo Liu

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.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

Fairness and Underspecification in Acoustic Scene Classification: The Case for Disaggregated Evaluations.

[BibT_eX]

[DOI]

Konstantinos Drossos

Proceedings of the 6th Workshop on Detection and Classification of Acoustic Scenes and Events 2021 (DCASE 2021), 2021

2020

Towards Speech Robustness for Acoustic Scene Classification.

[BibT_eX]

[DOI]

Shuo Liu

Zhao Ren

Proceedings of the Interspeech 2020, 2020

2019

Towards Robust Speech Emotion Recognition Using Deep Residual Networks for Speech Enhancement.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2019, 2019

Robust Speech Emotion Recognition Under Different Encoding Conditions.

[BibT_eX]

[DOI]

Christopher Oates

Ingmar Steiner

Proceedings of the Interspeech 2019, 2019

2018

audEERING's approach to the One-Minute-Gradual Emotion Challenge.

[BibT_eX]

[DOI]

Hesam Sagha

Florian Eyben