Research on Design Innovation Method Based on Multimodal Perception and Recognition Technology
Kan Wu, Men Longlong · Journal of Physics Conference Series · 2020
Abstract In order to solve the problems of low efficiency and poor robustness of single-mode speech emotion recognition, this paper uses a multi-mode fusion mechanism to fuse speech and visual information across modes to build an audio-visual speech recognition (AVSR) system. The results show that the modal attention mechanism can automatically adjust to a more stable and reliable state according to the quality of a single signal, so that the audio-visual multimodal perception is accurate and the recognition efficiency is high.