You can use the Slider provided by the Material Components Library.
Use the app:trackHeight="xxdp" (the default value is 4dp) to change the height of the track bar.
If you want to change also the thumb radius you can use the app:thumbRadius attribute:
It requires the version 1.2.0 of the library.