Research Projects
Archive of older academic projects
This is an archive of older academic projects. I since switched to applied AI engineering in the private sector.
I am fascinated by the fields of Artificial Intelligence, Music, Psychology, and Neurosciences. In the past I have conducted research in a multidisciplinary fashion in order to address questions at the intersection of music Perception, Cognition, Emotion, Performance and Health.
My research looked into new ways to expand the relationship between humans and music. I addressed questions such as:
- Is it possible to control musical expression with computers?
- How does music affect the body and the mind?
- How can we better understand and model the perception and cognition of sounds in humans and machines?
- How can we use these models to improve the design of computer music systems and create relevant music-based therapies that improve health and well-being?
Synthetic Cognitive Systems
SMuSe: The Situated Music Server
Psychologically-informed Music Generation
Audio Generative Systems
From Sense to Sound: Feature-based Sound Synthesis
Perceptually-informed Sound Synthesis
Neural Network Synthesizer
Perceptually-informed Sound Synthesis
Physically-inspired Sound Synthesis
Perceptually-informed Sound Synthesis
Scalable Sound Synthesis in the PCA Latent Space
Perceptually-informed Sound Synthesis
Tristimulus Synthesizer
Perceptually-informed Sound Synthesis
Biofeedback / Brain Computer Interfaces
BioMuse: Generating Affective Music from Physiology
Biofeedback Systems
The Neurotuner: an interative musical system with neurofeedback
Biofeedback Systems
Audio Search and Classification (“Google for sound”)
Automatic Annotation and Management of Sound Effects in Large Databases
Google for Sound
Emotional Response to Media
Emotional Responses to Musical Structure, Expression and Timbre
Music and Emotion
Applications to Health
Towards A Sound-Based Diagnosis and Therapy for Dementia
Music and Health
Virtual and Mixed Reality
Interactive Sonification of a Mixed-Reality Space
Virtual and Mixed Reality
