Automated Audio Captioning With Topic Modeling
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2023.3235733
Abstract: Automatic audio captioning (AAC) is an important area of research aimed at generating meaningful descriptions for audio clips. Most existing methods use relevant semantic information to improve AAC performance and have demonstrated the feasibility of… read more here.
Keywords: automated audio; audio captioning; captioning topic; topic modeling ... See more keywords
Graph Attention for Automated Audio Captioning
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Signal Processing Letters"
DOI: 10.1109/lsp.2023.3266114
Abstract: State-of-the-art audio captioning methods typically use the encoder-decoder structure with pretrained audio neural networks (PANNs) as encoders for feature extraction. However, the convolution operation used in PANNs is limited in capturing the long-time dependencies within… read more here.
Keywords: automated audio; audio captioning; attention automated; graph attention ... See more keywords