PinnedAkash RajinLevel Up CodingImpulse Response — data augmentation for audio deep learningThis article defines impulse response, how to estimate a room/microphone IR and its usage in data augmentation for deep learning.6 min read·Aug 21, 2021--1--1
Akash RajWhat is Mean Opinion Score?Mean Opinion Score (MOS) is a quantitative assessment of the overall quality of an event or experience based on human judgment4 min read·Apr 15, 2023----
Akash RajGoogle Chrome Extension with Notion Integration — Building ArXiv Enhanced (1)ArXiv Enhanced is a browser extension which can be used to add comments, tags and other details for an arXiv paper and store them in a…4 min read·Nov 27, 2021--1--1
Akash RajDifficulty in solving a “bridge” Sudoku (with a minisat solver)A while ago, we formulated a variant of Sudoku called the “bridge” Sudoku. We were curious on how it compared to solving a typical Sudoku…5 min read·Nov 16, 2021----
Akash RajinLevel Up CodingPosterior collapse and the strong generator problemVariational Auto-Encoders are known to be susceptible to posterior collapse, where the approximate posterior collapses to the prior…9 min read·Jul 3, 2021----
Akash RajinLevel Up CodingGenerative Model of Inflected WordsIn this project, we aim to model the inflected word forms. We study two generative models namely, Character VAE, a single sequence…8 min read·Jun 29, 2021----
Akash RajinNerd For TechA note on Hard Kumaraswamy DistributionThis is an excerpt from my master thesis titled: “Semi-supervised morphological reinflection using rectified random variables”4 min read·Jun 24, 2021----
Akash RajinLevel Up CodingInter process communication between Node.js and PythonIPC with Named Pipes3 min read·Feb 15, 2021--1--1