1 citations · 1 across the 7 of their papers we have counts for
7 papers
Inconsistency-Aware Cross-Attention for Audio-Visual Fusion in Dimensional Emotion Recognition
G Rajasekhar, Jahangir Alam
Leveraging complementary relationships across modalities has recently drawn a lot of attention in multimodal emotion recognition. Most of the existing approaches explored cross-att…
Audio-Visual Person Verification based on Recursive Fusion of Joint Cross-Attention
R. Gnana Praveen, Jahangir Alam
Person or identity verification has been recently gaining a lot of attention using audio-visual fusion as faces and voices share close associations with each other. Conventional ap…
Dynamic Cross Attention for Audio-Visual Person Verification
R. Gnana Praveen, Jahangir Alam
Although person or identity verification has been predominantly explored using individual modalities such as face and voice, audio-visual fusion has recently shown immense potentia…
Recursive Joint Cross-Modal Attention for Multimodal Fusion in Dimensional Emotion Recognition
R. Gnana Praveen, Jahangir Alam
Though multimodal emotion recognition has achieved significant progress over recent years, the potential of rich synergic relationships across the modalities is not fully exploited…
Cross-Attention is Not Always Needed: Dynamic Cross-Attention for Audio-Visual Dimensional Emotion Recognition
R. Gnana Praveen, Jahangir Alam
In video-based emotion recognition, audio and visual modalities are often expected to have a complementary relationship, which is widely explored using cross-attention. However, th…
Audio-Visual Speaker Verification via Joint Cross-Attention
R. Gnana Praveen, Jahangir Alam
Speaker verification has been widely explored using speech signals, which has shown significant improvement using deep models. Recently, there has been a surge in exploring faces a…