Latent Expressions
An interdisciplinary collaboration merging AI research with artistic vision, using StyleGAN-generated faces to address human rights and political identity.
LEARN MORE north_eastShayan Dadman
AI-Music Researcher
Intersection of artificial intelligence and musical creativity. Exploring human-AI co-creation through adaptive frameworks and computational rigor. Building systems that listen, learn, and create space for human agency.
Projects
Lab
Learning Normal Patterns in Musical Loops
An unsupervised framework for analyzing audio patterns in musical loops through anomaly detection. Combines HTS-AT feature extraction with Deep SVDD to learn normal patterns without labeled training …
READ MORE north_eastBuilding Tools for Hierarchical Self-Organization
Two complementary Python repositories for training and analyzing Growing Hierarchical Self-Organizing Maps, focusing on design decisions, trade-offs, and practical research workflows.
READ MORE north_eastMIDI Loop Extraction for Symbolic Music Datasets
A Python package for extracting instrument-specific musical loops from MIDI datasets. Implements a modular pipeline for bass, guitar, piano, drums, and synthesizer parts with configurable filtering …
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