research
∙
09/18/2023
Task Selection and Assignment for Multi-modal Multi-task Dialogue Act Classification with Non-stationary Multi-armed Bandits
Multi-task learning (MTL) aims to improve the performance of a primary t...
share
research
∙
09/15/2023
Exploring Meta Information for Audio-based Zero-shot Bird Classification
Advances in passive acoustic monitoring and machine learning have led to...
research
∙
08/26/2023
A Wide Evaluation of ChatGPT on Affective Computing Tasks
With the rise of foundation models, a new artificial intelligence paradi...
research
∙
08/24/2023
Sparks of Large Audio Models: A Survey and Outlook
This survey paper provides a comprehensive overview of the recent advanc...
research
∙
08/22/2023
Identifying depression-related topics in smartphone-collected free-response speech recordings using an automatic speech recognition system and a deep learning topic model
Language use has been shown to correlate with depression, but large-scal...
research
∙
08/21/2023
Refashioning Emotion Recognition Modelling: The Advent of Generalised Large Models
After the inception of emotion recognition or affective computing, it ha...
research
∙
07/12/2023
Can Large Language Models Aid in Annotating Speech Emotional Data? Uncovering New Frontiers
Despite recent advancements in speech emotion recognition (SER) models, ...
research
∙
07/06/2023
Can ChatGPT's Responses Boost Traditional Natural Language Processing?
The employment of foundation models is steadily expanding, especially wi...
research
∙
05/23/2023
Happy or Evil Laughter? Analysing a Database of Natural Audio Samples
We conducted a data collection on the basis of the Google AudioSet datab...
research
∙
04/28/2023
The ACM Multimedia 2023 Computational Paralinguistics Challenge: Emotion Share Requests
The ACM Multimedia 2023 Computational Paralinguistics Challenge addresse...
research
∙
04/18/2023
MER 2023: Multi-label Learning, Modality Robustness, and Semi-Supervised Learning
Over the past few decades, multimodal emotion recognition has made remar...
research
∙
03/03/2023
Will Affective Computing Emerge from Foundation Models and General AI? A First Evaluation on ChatGPT
ChatGPT has shown the potential of emerging general artificial intellige...
research
∙
03/01/2023
audb – Sharing and Versioning of Audio and Annotation Data in Python
Driven by the need for larger and more diverse datasets to pre-train and...
research
∙
01/25/2023
HEAR4Health: A blueprint for making computer audition a staple of modern healthcare
Recent years have seen a rapid increase in digital medicine research in ...
research
∙
01/23/2023
A Comprehensive Survey on Heart Sound Analysis in the Deep Learning Era
Heart sound auscultation has been demonstrated to be beneficial in clini...
research
∙
12/31/2022
Computational Charisma – A Brick by Brick Blueprint for Building Charismatic Artificial Intelligence
Charisma is considered as one's ability to attract and potentially also ...
research
∙
12/21/2022
Automatic Emotion Modelling in Written Stories
Telling stories is an integral part of human communication which can evo...
research
∙
12/15/2022
Audio-based AI classifiers show no evidence of improved COVID-19 screening over simple symptoms checkers
Recent work has reported that AI classifiers trained on audio recordings...
research
∙
12/15/2022
Statistical Design and Analysis for Robust Machine Learning: A Case Study from COVID-19
Since early in the coronavirus disease 2019 (COVID-19) pandemic, there h...
research
∙
12/15/2022
A large-scale and PCR-referenced vocal audio dataset for COVID-19
The UK COVID-19 Vocal Audio Dataset is designed for the training and eva...
research
∙
10/26/2022
Knowledge Transfer For On-Device Speech Emotion Recognition with Neural Structured Learning
Speech emotion recognition (SER) has been a popular research topic in hu...
research
∙
10/26/2022
Fast Yet Effective Speech Emotion Recognition with Self-distillation
Speech emotion recognition (SER) is the task of recognising human's emot...
research
∙
10/06/2022
An Overview of Affective Speech Synthesis and Conversion in the Deep Learning Era
Speech is the fundamental mode of human communication, and its synthesis...
research
∙
09/28/2022
Audio Barlow Twins: Self-Supervised Audio Representation Learning
The Barlow Twins self-supervised learning objective requires neither neg...
research
∙
09/28/2022
Multimodal Prediction of Spontaneous Humour: A Novel Dataset and First Results
Humour is a substantial element of human affect and cognition. Its autom...
research
∙
09/15/2022
Self-Supervised Attention Networks and Uncertainty Loss Weighting for Multi-Task Emotion Recognition on Vocal Bursts
Vocal bursts play an important role in communicating affect, making them...
research
∙
07/26/2022
Distinguishing between pre- and post-treatment in the speech of patients with chronic obstructive pulmonary disease
Chronic obstructive pulmonary disease (COPD) causes lung inflammation an...
research
∙
07/12/2022
Multitask Learning from Augmented Auxiliary Data for Improving Speech Emotion Recognition
Despite the recent progress in speech emotion recognition (SER), state-o...
research
∙
07/03/2022
Are 3D Face Shapes Expressive Enough for Recognising Continuous Emotions and Action Unit Intensities?
Recognising continuous emotions and action unit (AU) intensities from fa...
research
∙
06/20/2022
COVYT: Introducing the Coronavirus YouTube and TikTok speech dataset featuring the same speakers with and without infection
More than two years after its outbreak, the COVID-19 pandemic continues ...
research
∙
06/18/2022
Redundancy Reduction Twins Network: A Training framework for Multi-output Emotion Regression
In this paper, we propose the Redundancy Reduction Twins Network (RRTN),...
research
∙
06/14/2022
Exploring speaker enrolment for few-shot personalisation in emotional vocalisation prediction
In this work, we explore a novel few-shot personalisation architecture f...
research
∙
06/12/2022
COLD Fusion: Calibrated and Ordinal Latent Distribution Fusion for Uncertainty-Aware Multimodal Emotion Recognition
Automatically recognising apparent emotions from face and voice is hard,...
research
∙
05/13/2022
The ACM Multimedia 2022 Computational Paralinguistics Challenge: Vocalisations, Stuttering, Activity, Mosquitoes
The ACM Multimedia 2022 Computational Paralinguistics Challenge addresse...
research
∙
05/10/2022
Depression Diagnosis and Forecast based on Mobile Phone Sensor Data
Previous studies have shown the correlation between sensor data collecte...
research
∙
05/09/2022
Fatigue Prediction in Outdoor Running Conditions using Audio Data
Although running is a common leisure activity and a core training regime...
research
∙
05/09/2022
Insights on Modelling Physiological, Appraisal, and Affective Indicators of Stress using Audio Features
Stress is a major threat to well-being that manifests in a variety of ph...
research
∙
05/06/2022
Journaling Data for Daily PHQ-2 Depression Prediction and Forecasting
Digital health applications are becoming increasingly important for asse...
research
∙
05/04/2022
SVTS: Scalable Video-to-Speech Synthesis
Video-to-speech synthesis (also known as lip-to-speech) refers to the tr...
research
∙
03/31/2022
A Temporal-oriented Broadcast ResNet for COVID-19 Detection
Detecting COVID-19 from audio signals, such as breathing and coughing, c...
research
∙
03/30/2022
Example-based Explanations with Adversarial Attacks for Respiratory Sound Analysis
Respiratory sound classification is an important tool for remote screeni...
research
∙
03/29/2022
An Overview Analysis of Sequence-to-Sequence Emotional Voice Conversion
Emotional voice conversion (EVC) focuses on converting a speech utteranc...
research
∙
03/24/2022
Continuous-Time Audiovisual Fusion with Recurrence vs. Attention for In-The-Wild Affect Recognition
In this paper, we present our submission to 3rd Affective Behavior Analy...
research
∙
03/14/2022
Audiovisual Affect Assessment and Autonomous Automobiles: Applications
Emotion and a broader range of affective driver states can be a life dec...
research
∙
03/10/2022
Climate Change Computer Audition: A Call to Action and Overview on Audio Intelligence to Help Save the Planet
Among the seventeen Sustainable Development Goals (SDGs) proposed within...
research
∙
03/09/2022
Robust Federated Learning Against Adversarial Attacks for Speech Emotion Recognition
Due to the development of machine learning and speech processing, speech...
research
∙
03/06/2022
HEAR 2021: Holistic Evaluation of Audio Representations
What audio embedding approach generalizes best to a wide range of downst...
research
∙
02/18/2022
Predicting Sex and Stroke Success – Computer-aided Player Grunt Analysis in Tennis Matches
Professional athletes increasingly use automated analysis of meta- and s...
research
∙
02/17/2022
A Summary of the ComParE COVID-19 Challenges
The COVID-19 pandemic has caused massive humanitarian and economic damag...
research
∙
02/02/2022
