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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, ...
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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...
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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...
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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...
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05/09/2022
Fatigue Prediction in Outdoor Running Conditions using Audio Data
Although running is a common leisure activity and a core training regime...
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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...
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07/18/2021
An Improved StarGAN for Emotional Voice Conversion: Enhancing Voice Quality and Data Augmentation
Emotional Voice Conversion (EVC) aims to convert the emotional style of ...
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01/04/2021
A novel policy for pre-trained Deep Reinforcement Learning for Speech Emotion Recognition
Reinforcement Learning (RL) is a semi-supervised learning paradigm which...
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06/15/2020
Go-CaRD – Generic, Optical Car Part Recognition and Detection: Collection, Insights, and Applications
Systems for the automatic recognition and detection of automotive parts ...
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05/15/2020
On Deep Speech Packet Loss Concealment: A Mini-Survey
Packet-loss is a common problem in data transmission, using Voice over I...
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05/15/2020
