Deliberately imitating the technique of Louis Armstrong, jazz singer Billie Holiday's approach to singing was to use her voice in a similar way to how other musicians play instruments, in ranging freely over the beat, flattening out the melodic contours of tunes, and, in effect, recomposed songs to suit her range, style, and artistic sensibilities.