Distinguishing apathy and depression in older adults with mild cognitive impairment using text, audio, and video based on multiclass classification and shapely additive explanations
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DOI: 10.1002/gps.5827
Abstract: This study aimed to develop a classification model to detect and distinguish apathy and depression based on text, audio, and video features and to make use of the shapely additive explanations (SHAP) toolkit to increase… read more here.
Keywords: audio video; classification; text audio; additive explanations ... See more keywords
TA2V: Text-Audio Guided Video Generation
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DOI: 10.1109/tmm.2024.3362149
Abstract: Recent conditional and unconditional video generation tasks have been accomplished mainly based on generative adversarial network (GAN), diffusion, and autoregressive models. However, in some circumstances, using only one modality cannot provide enough semantic information. Therefore,… read more here.
Keywords: text audio; video generation; video;
Towards Weakly Supervised Text-to-Audio Grounding
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Multimedia"
DOI: 10.1109/tmm.2024.3443614
Abstract: Text-to-audio grounding (TAG) task aims to predict the onsets and offsets of sound events described by natural language. This task can facilitate applications such as multimodal information retrieval. This paper focuses on weakly-supervised text-to-audio grounding… read more here.
Keywords: weakly supervised; text audio; level; supervised text ... See more keywords