andrewowens / multisensory

Code for the paper: Audio-Visual Scene Analysis with Self-Supervised Multisensory Features

Home Page:http://andrewowens.com/multisensory/

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model architecture

riyaj8888 opened this issue · comments

can anyone briefly explain how the audio and video features are fused together
avts
?
please use above image as reference which is from org paper

we apply a small number of 3D convolution and pooling operations to the video stream, reducing its temporal sampling rate by a factor of 4. We also apply a series of strided 1D convolutions to the input waveform, until its sampling rate matches that of the video network. We fuse the two subnetworks by concatenating their activations channel-wise, after spatially tiling the audio activations.

I don't understand this part from paper please assist in this