Selected Research Articles on the Use of the Signature and Trajectory of Fifths in Music Classification

• Automatic Key Detection in Audio Recordings Using the Signature of Fifths

  Authors: T. Łukaszewicz, D. Kania

  Journal: IEEE ACCESS

  Year of Publication: 2025
• Trajectory of Fifths in Tonal Mode Detection

  Authors: T. Łukaszewicz, D. Kania

  Journal: IEEE ACCESS

  Year of Publication: 2025
• Signature of fifths in the process of detecting the tonal mode of a musical piece

  Authors: T. Łukaszewicz, D. Kania

  Journal: Przegląd Elektrotechniczny

  Year of Publication: 2025
• Trajectory of Fifths Based on Chroma Subbands Extraction–A New Approach to Music Representation, Analysis, and Classification

  Authors: T. Łukaszewicz, D. Kania

  Journal: IEEE Transactions on Pattern Analysis and Machine Intelligence

  Year of Publication: 2025
• A Real-Time Key-Finding Algorithm Based on the Signature of Fifths

  Authors: P. Kania, T. Łukaszewicz, D. Kania

  Journal: Archives of Acoustics

  Year of Publication: 2024
• Trajectory of fifths in tonal vs. atonal music differentiation

  Authors: M. Kania, T. Łukaszewicz, D. Kania

  Journal: Przegląd Elektrotechniczny

  Year of Publication: 2023
• A comparison of the music key detection approaches utilizing key-profiles with a new method based on the signature of fifths

  Authors: M. Kania, T Łukaszewicz, D. Kania, K. Mościńska, J. Kulisz

  Journal: Applied Sciences, Computing and Artificial Intelligence

  Year of Publication: 2022
• A Music Classification Approach Based on the Trajectory of Fifths

  Authors: T. Łukaszewicz, D. Kania

  Journal: IEEE ACCESS

  Year of Publication: 2022
• A hardware-oriented algorithm for real-time music key signature recognition

  Authors: P. Kania, D. Kania, T. Łukaszewicz

  Journal: Applied Sciences, Computing and Artificial Intelligence

  Year of Publication: 2021
• Trajectory of Fifths in Music Data Mining

  Authors: D. Kania, P. Kania, T. Łukaszewicz

  Journal: IEEE ACCESS

  Year of Publication: 2021