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Enhancing Piano Learning: Integrating Real Piano Practice with Digital Feedback and Performance Analysis
KTH, School of Engineering Sciences in Chemistry, Biotechnology and Health (CBH), Biomedical Engineering and Health Systems, Health Informatics and Logistics.
KTH, School of Engineering Sciences in Chemistry, Biotechnology and Health (CBH), Biomedical Engineering and Health Systems, Health Informatics and Logistics.
2024 (English)Independent thesis Basic level (university diploma), 10 credits / 15 HE creditsStudent thesisAlternative title
Förbättrar inlärning av piano: Integrerar verklig pianoträning med digital feedback och prestationsanalys (Swedish)
Abstract [en]

Digital learning tools, including digital learning tools for piano, are not new; however, they are still often limited by their inability to provide personalized feedback, detailed performance metrics from real piano play, and effective means for teachers to monitor multiple students simultaneously. To overcome these challenges, this study introduces a platform that uses MIDI technology to provide detailed feedback and performance analysis derived from actual piano play to make piano learning more tangible. Additionally, a student-teacher interface was designed that facilitates interaction between both parties and allows teachers to monitor the progress of multiple students through various performance metrics. The results demonstrate that the platform gave accurate feedback based on assessment from teacher, by providing both students and teachers with deeper insights into performance on note accuracy, tempo and dynamics, enabling more efficient and targeted teaching strategies, and high student engagement.

Abstract [sv]

Digitala inlärningsverktyg, inklusive digitala inlärningsverktyg för piano, är inte nya, men de har fortfarande begränsningar som ofta beror på att de inte kan ge personlig feedback, detaljerade prestationsmått från verkligt pianospel och effektiva sätt för lärare att övervaka flera elever samtidigt. För att övervinna dessa utmaningar introducerar denna studie en plattform som använder MIDI-teknik för att ge detaljerad feedback och prestationsanalys som härrör från verkligt pianospel för att göra pianoinlärning mer påtaglig. Dessutom utformades ett elev-lärargränssnitt som underlättar interaktion mellan båda parter och gör det möjligt för lärare att övervaka flera elevers framsteg genom olika prestationsmått. Resultaten visar att plattformen gav korrekt återkoppling baserat på lärarens bedömning, genom att ge både elever och lärare djupare insikter i prestationen, vilket möjliggör effektivare undervisningsstrategier och ökat elevengagemang.

Place, publisher, year, edition, pages
2024. , p. 79
Series
TRITA-CBH-GRU ; 2024:056
Keywords [en]
Digital Piano Learning, MIDI, music21, javax.sound.midi, Performance Analysis, Note Accuracy, Rhythm, Dynamics, Comparison Algorithm, Music Theory
Keywords [sv]
Digital pianoinlärning, MIDI, music21, javax.sound.midi, prestationsanalys, notprecision, rytm, dynamik, jämförelsealgoritm, musikteori
National Category
Software Engineering Music
Identifiers
URN: urn:nbn:se:kth:diva-347268OAI: oai:DiVA.org:kth-347268DiVA, id: diva2:1866790
External cooperation
Studieförbundet Bilda
Subject / course
Computer Technology and Software Engineering
Educational program
Bachelor of Science in Engineering - Computer Engineering
Supervisors
Examiners
Available from: 2024-06-11 Created: 2024-06-08 Last updated: 2025-02-21Bibliographically approved

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Enhancing Piano Learning: Integrating Real Piano Practice with Digital Feedback and Performance Analysis(3374 kB)271 downloads
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CiteExportLink to record
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Citation style
  • apa
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