Some songs on my watch skip when halfway through. They play fine in Apple music but when uploaded to my watch through Garmin Express, they skip at a certain point within the song every time the song plays. Other songs skip themselves at the start.
Which watch do you have? Suggest posting to that specific hardware forum.