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Alex Vasileiou's Projects

2017-acousticbrainz-genre-task icon 2017-acousticbrainz-genre-task

This task invites participants to predict genre and subgenre of unknown music recordings (songs) given automatically computed features of those recordings. The goal of our task is to understand how genre classification can explore and address the subjective and culturally-dependent nature of genre categories.

data icon data

Data and code behind the articles and graphics at FiveThirtyEight

lyric-sentiment icon lyric-sentiment

Sentiment analysis of all songs that entered the Billboard Hot 100 charts from 1958-2019

lyricshan icon lyricshan

Music Genre Classification by Lyrics using a Hierarchical Attention Network

song_cleaner icon song_cleaner

A tokenization and text manipulation command line tool for removing various symbols & replace words with apostrophes with the originals.

thinkdsp icon thinkdsp

Think DSP: Digital Signal Processing in Python, by Allen B. Downey.

wolf3d icon wolf3d

The original open source release of Wolfenstein 3D

word.tagging icon word.tagging

A word tagging project created during my master thesis.

xai_transformers icon xai_transformers

Official Code Implementation of the paper : XAI for Transformers: Better Explanations through Conservative Propagation

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