Thank you! Audacious worked. But, worked in a manner which I didn't prefer.
You see, if you download a audiobook from Internet Archive and it has chapters written into them, Clementine or Strawberry player would expand those chapters and show them as separate. But, audacious weirdly enough doesn't do this, it views the whole audiofile as one file and doesn't view any chapters. I like Audacious and I am likely retiring Clementine and Strawberry, but it would be nice if I could see the whole file as a playlist.
Strawberry, built upon Clementine is quite nice (in it's looks), but although it does remember the chapter I was in, it won't remember where I was in that chapter. If I click on that chapter, it would just begin from the beginning. Audacious solves this to some extent.