I present an online web application for video emotion classification, hosted on Google Colab. You can access it using the following links:

My paper “Movie trailer genre classification using multimodal pretrained features” is published on Expert Systems with Applications.

Our paper “Emotion4MIDI: a Lyrics-based Emotion-Labeled Symbolic Music Dataset” has been accepted to 2023 EPIA Conference on Artificial Intelligence (EPIA 2023), which took place in the beautiful Azores Islands in Portugal.

Here is my interview on Portuguese TV channel SIC Notícias, where I talk a bit about my research, and also about Portuguese and Turkish people.

Here is my interview on Portuguese newspaper Observador, where I talk about my research. English translation is available.

My paper titled “Symbolic Music Generation Based on Continous Emotions” is published on IEEE Access. The supplementary material is presented at the bottom of this page.

I have uploaded my recent lecture on Youtube. I talk about the basics of deep learning, and its applications on music. No background knowledge is required. Skip to 01:11:00 for symbolic music generation using deep learning.

My paper titled “On Filter Generalization for Music Bandwidth Extension Using Deep Neural Networks” is published on IEEE Journal of Selected Topics in Signal Processing. The supplementary material is presented at the bottom of this page.

My paper titled “Can learned frame prediction compete with block motion compensation for video coding?” is published on Springer Journal of Signal, Image and Video Processing. The supplementary material is presented at the bottom of this page.

I finally built this sad little website. It hosts my CV in case I sent you an email and forgot to attach it. I may also write some blog posts about the stuff I learned during my graduate studies. In case I become too lazy to do it, I summarized the things I worked on below. Feel free to send me an email, I’m always happy to help or collaborate.