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Become a sponsor to Theodoros Giannakopoulos

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:

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 tyiannak’s work.

@sudame
@LuisBosquez

Featured work

  1. tyiannak/pyAudioAnalysis

    Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications

    Python 5,867
  2. tyiannak/paura

    Python AUdio Recording and Analysis (paura)

    Python 218
  3. tyiannak/color_your_music_mood

    A realtime demo for generating colors based on musical moods

    Python 45
  4. tyiannak/deep_audio_features

    Pytorch implementation of deep audio embedding calculation

    Python 98
  5. tyiannak/multimodal_movie_analysis

    A Python Library for Multimodal Analysis of Movies and Content-based Movie Recommendation

    Python 27

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β˜•οΈI'm super thankful for buying me a day's coffee! You'll receive a badge on your profile!

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πŸ™πŸ½I really appreciate your contribution, so you will be added in the "Supporters" section on my website

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πŸ’Ž Thank you so much for your level-3 contribution, you will be added in the pyAudioAnalysis Readme Sponsors Section.

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πŸ‘©πŸ½β€πŸ’» This max tier gets you 1 hour per month dedicated remote consulting / discussion on multimodal / ML issues