Abstract: Embodiments of the present disclosure relate to segmenting the overall audio content streaming baseline into music content item segments and advertisement segment based on advertisement streaming parameters. Each music content item is dynamically determined to be streamed based on music content item parameters associated with the music content item segment. The music content item parameters are dynamically adjusted as each music content item is streamed during each music content item segment based on a duration of time remaining in the music content item segment. Each advertisement to stream is determined based on advertisement parameters. The advertisement parameters are dynamically adjusted as each advertisement is streamed during each advertisement segment based on a remaining quantity of advertisements remaining to be streamed.