Experimental results demonstrate that our method not only achieves high ... network structures, such as multilayer perceptron (MLP), convolutional neural networks (CNNs), recurrent neural networks ...

Despite their popularity, we question the necessity of making both the encoder and decoder learnable. To address this, we propose LessNet, a simplified network architecture with only a learnable ...

Multi-modal Speech Transformer Decoders: When Do Multiple Modalities Improve Accuracy? Authors: Guan, Y., Trinh, V.A., Voleti, V., and Whitehill, J.

A new study links layer-time dynamics in Transformer models with real-time human processing. The findings suggest that AI models may not only reach similar outputs as humans but could also follow ...