May 15, 2024, 4:43 a.m. | Yuting Ding, Fei Chen

cs.LG updates on arXiv.org arxiv.org

arXiv:2401.05819v2 Announce Type: replace-cross
Abstract: Auditory spatial attention detection (ASAD) is used to determine the direction of a listener's attention to a speaker by analyzing her/his electroencephalographic (EEG) signals. This study aimed to further improve the performance of ASAD with a short decision window (i.e., <1 s) rather than with long decision windows ranging from 1 to 5 seconds in previous studies. An end-to-end temporal attention network (i.e., TAnet) was introduced in this work. TAnet employs a multi-head attention (MHA) …

abstract arxiv attention cs.lg decision decoding detection eeg eess.sp her network performance replace spatial speaker study temporal type

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