The tenth IIIT-H Advanced Summer School on NLP (IASNLP-2020) will be held at IIIT Hyderabad from 29th June to 11th July, 2018. IASNLP 2020 will be a two week school on Natural Language Processing, specifically focused on Speech to Speech Machine translation. The summer school will be project-oriented, while also featuring a set of lectures which will be delivered by eminent Professors and researchers in the field. Lectures are intended to equip the participants with the necessary background to carry out the project, and the participants will choose a project from a list in advance. During the summer school, the participants will work, under the supervision of experts in the respective area, to come up with substantial advancement in their chosen project. Participants will get to present their projects at the end of the school.