In this study. we present a novel approach for music emotion recognition that utilizes a stacked ensemble of models integrating audio and lyric features within a structured song framework. Our methodology employs a sequence of six specialized base models. each designed to capture critical features from distinct song segments: verse1. https://foldlyers.shop/product-category/pourers/