Noise suppression of DAS seismic data with cross-shape multi-head self-attention mechanism

Abstract

Self-attention mechanism can help neural networks pay more attention to noise. By using cross-shaped multi-head self-attention mechanism, we construct a neural network to improve the quality of distributed acoustic sensing signals in oil/gas exploration effectively.