2 papers
cs.AI2026
PTS-SNN: A Prompt-Tuned Temporal Shift Spiking Neural Networks for Efficient Speech Emotion Recognition
Xun Su, Huamin Wang, Qi Zhang
Speech Emotion Recognition (SER) is widely deployed in Human-Computer Interaction, yet the high computational cost of conventional models hinders their implementation on resource-c…
cs.SD2024
Temporal Information Reconstruction and Non-Aligned Residual in Spiking Neural Networks for Speech Classification
Qi Zhang, Huamin Wang, Hangchi Shen +3
Recently, it can be noticed that most models based on spiking neural networks (SNNs) only use a same level temporal resolution to deal with speech classification problems, which ma…