Heart rate is an essential vital sign to evaluate human health. Remote heart monitoring using cheaply available devices has become a necessity in the twenty-first century to prevent any unfortunate situation caused by the hectic pace of life. In this paper. we propose a new method based on the transformer architecture with a multi-skip connection biLSTM decoder to estimate heart rate ... https://foldlyers.shop/product-category/new-york-collection/