Search
Now showing items 1-10 of 17
Deep learning framework for subject-independent emotion detection using wireless signals.
(PLoS, 2021-02)
Emotion states recognition using wireless signals is an emerging area of research that has an impact on neuroscientific studies of human behaviour and well-being monitoring. Currently, standoff emotion detection is mostly ...
MARBLE: Music Audio Representation Benchmark for Universal Evaluation
(37th Conference on Neural Information Processing Systems (NeurIPS), 2023)
In the era of extensive intersection between art and Artificial Intelligence (AI), such as image generation and fiction co-creation, AI for music remains relatively nascent, particularly in music understanding. This is ...
MERTech: instrument playing technique detection using self-supervised pretrained model with multi-task finetuning
(IEEE, 2024-04-14)
Instrument playing techniques (IPTs) constitute a pivotal component of musical expression. However, the development of automatic IPT detection methods suffers from limited labeled data and inherent class imbalance issues. ...