Hi there I'm Thodoris, from Athens, Greece. I am a Principal Researcher of Multimodal Machine Learning. I work on ideas for using machine learning and signal processing to analyze sounds, images, and videos.
Open-source projects
I've worked on several Python open-source projects, such as
- pyAudioAnalysis (A library for audio feature extraction and recognition),
- multimodal_movie_analysis (a library for analyzing the raw content of movies, i.e. video, audio and text)
- amvoc (a tool for analysis of mouse vocal communication),
- paura (a python library for real-time recording and analysis of sounds) and
- deep_audio_features (a Pytorch implementation of deep audio embedding calculation).
Educational material and articles
I also like to create educational content for multimodal ML issues such as:
- This article on Intro to basic audio handling and this accompanying github repo.
- Or this intro article in Audio recognition using Python with this jupyter notebook material.
Future goals and why to support me
I am currently working on extending the core functionalities of the audio libraries but also working on existing and new libraries that demonstrate how ML can be used to achieve impressive results in application domains such as movie recommendation and speech analytics.. Sponsorship will really make it more sustainable for me to continue working on these open source projects, maintain them and support them through computational (mostly) resources.
2 sponsors have funded tyiannakβs work.
Featured work
-
tyiannak/pyAudioAnalysis
Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications
Python 5,790 -
tyiannak/paura
Python AUdio Recording and Analysis (paura)
Python 217 -
tyiannak/color_your_music_mood
A realtime demo for generating colors based on musical moods
Python 43 -
tyiannak/deep_audio_features
Pytorch implementation of deep audio embedding calculation
Python 92 -
tyiannak/multimodal_movie_analysis
A Python Library for Multimodal Analysis of Movies and Content-based Movie Recommendation
Python 25
$5 a month
SelectβοΈI'm super thankful for buying me a day's coffee! You'll receive a badge on your profile!
$10 a month
Selectππ½I really appreciate your contribution, so you will be added in the "Supporters" section on my website
$30 a month
Selectπ Thank you so much for your level-3 contribution, you will be added in the pyAudioAnalysis Readme Sponsors Section.
$100 a month
Selectπ©π½βπ» This max tier gets you 1 hour per month dedicated remote consulting / discussion on multimodal / ML issues