font-weight sounds a bit too specialized to warrant a dedicated option.

You can use a user style manager such as Stylish to change the font-weight of the elements if you wish. Almost every significant element in my panel has a recognizable class name that you can select with CSS. These class names can be found by right-clicking on the lyrics panel and choosing Inspect element (to open Firefox's developer tools).