Tex2Speech takes LaTeX documents and converts them into spoken audio.
The software is on GitHub.
Here is the documentation,
and this is how it sounds when confronted with a simple equation.
Alternative software only works with MathML, so you would first need to convert the LaTeX you find on arXiv, and it is therefore less convenient.