Since the dawn of this century, time seems to move faster and faster. Trends flare up and fade almost instantly—what is celebrated today becomes yesterday's news by morning. Music is no exception.

Singer Scott Anderson of Finger Eleven, the Canadian rock band known for songs like “Paralyzer” and “One Thing,” knows there are big expectations for their new album. Their first album in a decade, ...