"From the Choirgirl Hotel" is the fourth studio album by American singer-songwriter Tori Amos, released in 1998. It represents a departure from Amos's earlier piano-driven sound, incorporating electronic elements and a full band arrangement. The album was inspired by personal experiences, including Amos's miscarriage and subsequent emotional journey. Lyrically, "From the Choirgirl Hotel" explores themes of loss, love, and resilience, with Amos's introspective and often cryptic lyrics accompanied by her haunting vocals and intricate piano playing. Standout tracks include "Spark," "Jackie's Strength," and "Raspberry Swirl." The album received critical acclaim for its innovation and emotional depth, cementing Amos's reputation as one of the most compelling and adventurous artists of her generation.