Archive

A controlled benchmarking toolkit for automatic music transcription that systematically varies acoustic factors to separate algorithmic limitations from recording artefacts.

An evaluation framework for assessing generative AI tools in creative practice by examining situated observation of production workflows rather than just final outputs, developed through my PhD …

Real-time monitoring interface for the active synthesis stream. Displays system metrics, training status, and architecture specifications.

A geometric mapping of neural activations within the synthesis engine. Each node represents a cluster of related timbral characteristics. Hover to perturb the latent vector.

Schematic of the current model architecture. Signal routing between attention heads and recurrent layers.

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 …

A systematic review of detection, classification, and segmentation methods for furniture analysis, from classical CNNs to open-vocabulary YOLO and SAM 2. Practical guidance for real-world deployment.

ResearchGate preprint by Shayan Dadman and Bernt Arild Bremdal

Two complementary Python repositories for training and analyzing Growing Hierarchical Self-Organizing Maps, focusing on design decisions, trade-offs, and practical research workflows.

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 …

arXiv preprint by Shayan Dadman et al.

A research study utilizing RAVE models for live interactive electronics, investigating multi-modal control via MIDI controllers, NGIMU sensors using OSC protocol, and audio inputs through a custom …

A due diligence assessment evaluating model architectures, dataset availability, deployment constraints, and ROI timelines for AI-powered office furniture detection on mobile devices.

An interdisciplinary collaboration merging AI research with artistic vision, using StyleGAN-generated faces to address human rights and political identity.

Electronics (Vol. 13, No. 6, pp. 1116)

An Interreg-funded collaboration applying advanced predictive modeling techniques to real-world energy management challenges in Arctic environments, integrating electric mobility with smart home …

World Electric Vehicle Journal (Vol. 14, No. 3, pp. 61)

Preprint by Shayan Dadman

Advances in Practical Applications of Agents, Multi-Agent Systems, and Cognitive Mimetics. The PAAMS Collection (Vol. 13955, pp. 52-63)

IET Conference Proceedings (Vol. 2023, No. 6, pp. 2323-2327)

IET Conference Proceedings (Vol. 2023, No. 6, pp. 2385-2389)

IEEE Access (Vol. 10, pp. 125679-125695)