Shuffled Playlist

Just Enjoy

Automatic Equalization

Photo by Alexey Ruban on Unsplash

Photo by Patrik Michalicka on Unsplash

Photo by Kelvin Lutan on Unsplash

Cutoff Frequencies

Central Frequency

Bandwidth

Gain

Graphic Equalizer

1. Research similar papers or applications

2. Research audio signal processing papers

3. Understand current situation and progress in the ASP community

4. Define and design multiple architectures

5. Implement and optimize the most viable architecture

6. Train the architecture on a big dataset

7. Test the agent with different audio files, optimize based on findings

Equalized

Original

ZZ Top - La Grange

Optimizations

Future Work

Different Architecture

Bigger, more diverse dataset

Target gains set by a number of professional sound engineers

User Interface

Learning user behaviour and equalizing based on it

Integration with existing or new music streaming service