Shayan Dadman

Research fellow, Department of Computer Science and Computational Engineering, Arctic University of Norway

MishMash role: Member · WP1 , WP2 , WP5

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MishMash Projects

• AI Transcription of Music (Audio to Symbolic): An Assessment of the State-of-the-Art
• Evaluation of Cultural Bias and Workflow in AI Music Generation

Latest results

Type

Book chapter

1. Book chapter, 2023

   Multi-agent Reinforcement Learning for Structured Symbolic Music Generation

   Shayan Dadman ; Bernt Arild Bremdal

2. Book chapter, 2023

   Predicting Peak Prices in the Current Day-Ahead Market

   Bernt Arild Bremdal ; Shayan Dadman

3. Book chapter, 2023

   Using Light Weight Electric Vehicles for V2G services in the Arctic

   Shayan Dadman ; Bernt Arild Bremdal

Journal article

1. Journal article, 2026

   Learning Normal Patterns in Musical Loops: Unsupervised Anomaly Detection for Variable-Length Audio Inputs

   Shayan Dadman ; Bernt Arild Bremdal ; Børre Bang ; Rune Dalmo

2. Journal article, 2024

   Crafting Creative Melodies: A User-Centric Approach for Symbolic Music Generation

   Shayan Dadman ; Bernt Arild Bremdal

3. Journal article, 2023

   E-Mobility and Batteries—A Business Case for Flexibility in the Arctic Region

   Bernt Arild Bremdal ; Iliana Ilieva ; Kristoffer Meyer Tangrand ; Shayan Dadman

4. Journal article, 2022

   Toward Interactive Music Generation: A Position Paper

   Shayan Dadman ; Bernt Arild Bremdal ; Børre Bang ; Rune Dalmo

5. Journal article, 2021

   The Role of Electric Snowmobiles and Rooftop Energy Production in the Arctic: The Case of Longyearbyen

   Shayan Dadman ; Bernt Arild Bremdal ; Kristoffer Tangrand

PhD thesis

1. PhD thesis, 2026

   Beyond Autonomous Creation in AI Music Generation: Multi-Agent Perception-Policy Separation with Process-Oriented Evaluation for User-Centric, Adaptive Systems

   Shayan Dadman ; Bernt Arild Bremdal

Conference

1. Conference poster, 2023

   Mindful Integration of AI in the Design Industry: Opportunities and Implications

   Shayan Dadman ; Ali Naeimaei

More results in NVA…