🎹About Me
I am a PhD researcher working on real-time neural audio effects. My work centers on creating efficient neural network-based audio effects that integrate seamlessly into existing music production workflows.
- Real-Time Audio
- Machine Learning
- Music Production
PhD Computer Science
Maynooth University
MA in Creative Music Technologies
Maynooth University
Russian Piano Studio Program
KM College of Music and Technology
Given that most music production tools rely on CPU computation and that current DAW and plugin ecosystem emphasizes real-time performance, efficiency is paramount.
My research addresses these challenges by exploring enhancements to neural network architectures and employing compression techniques, such as pruning, knowledge distillation and quantization.
Please reach out to collaborate 😊
Education
PhD Computer Science
Maynooth UniversitySpecializing in real-time neural audio effects, this PhD focuses on creating efficient neural network-based audio tools for seamless integration into music production workflows, emphasizing CPU-based real-time performance through advancements in neural architectures and model compression techniques like pruning, knowledge distillation, and quantization.MA in Creative Music Technologies
Maynooth UniversityModules:
- Acoustics and psychoacoustics
- Music systems programming
- Software Sound Synthesis
- Audio Signal Processing
- Studio Recording
Russian Piano Studio Program
KM College of Music and Technology
Part-time Lecturer, Department of Computer Science, Maynooth University.
I enjoy making things. Here are a selection of projects that I have worked on over the years.
New ones coming soon. Stay tuned.
