This paper describes the auditory EEG challenge which was organized as one of the Signal Processing Grand Challenges of ICASSP 2023. This challenge consists of two tasks in which the goal is to relate electroencephalogram (EEG) signals to the presented speech stimulus. In the first task, named ...
The effectiveness of our approach is verified by the match-mismatch task of ICASSP2024 Auditory EEG Challenge, which is a typical example of AAD. It performs much better than the baseline and state-of-the-art methods.脑电图信号是反映大脑活动的重要途径, 听者的听觉注意线索可以通过脑电图信号...
This choice however poses a challenge, since the vocoder quality is very sensitive to the quality of the decoding. As we have reported, reconstructing vocoder parameters resulted in both the worst (when used with linear regression) and the best (when used with DNN) results. Therefore, powerful...
27. Therefore, direct reconstruction of speech synthesis parameters is a natural choice. This choice however poses a challenge, since the vocoder quality is very sensitive to the quality of the decoding. As we have reported, reconstructing
A DenseNet-based method for decoding auditory spatial attention with EEG. In Proceedings of the ICASSP 2024—2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Seoul, Republic of Korea, 14–19 April 2024; pp. 1946–1950. [Google Scholar] Fuglsang, S.A.; ...