An Efficient Time-Domain End-to-End Single-Channel Bird Sound Separation Network

. 2022 Nov 11;12(22):3117. doi: 10.3390/ani12223117

Algorithm 1: DPTTNet block forward.

Input: $X \in R^{N \times K \times S}$

Output: $Y \in R^{N \times K \times S}$

$Z = conv 1 d (X)$

fori = 1 to hdo

graphic file with name animals-12-03117-i001.jpg

end

$M u l t i H e a d = [concat (h e a d_{1}, \dots, h e a d_{h})] W^{O}$

$M i d = LN (Z + M u l t i H e a d)$

$Y = conv 1 d - transpose (max (0, M i d))$