A Linguistic Approach to the Syntax of Early Music
A Linguistic Approach to the Syntax of Early Music (2015)

This work introduces an approach using the X-Bar method to analyze early music and its connections to linguistics and historical contexts.

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Historical Developments of Musical Systems
Historical Developments of Musical Systems (2018)

Exploring Greater Perfect System and Hexachord Theory's evolution from Roman to Renaissance periods and Their Reception Today.

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A Generative Tool for Schenkerian-Caplinian Form Analysis
A Generative Tool for Schenkerian-Caplinian Form Analysis (2018)

Analysis of Beethoven's Op. 7, mvt.i, integrating Schenkerian and Caplinian theories with generative grammar concepts.

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An Interactive Media Oriented Analysis
An Interactive Media Oriented Analysis of Tonal and Post-Tonal Music (2023)

An exploration of analytical techniques for tonal and post-tonal music, emphasizing association over prolongation.

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Chroma Directed Initial and Final Tonic Assignment
Bridging Music and Text with Generative Models

A computational and cognitive exploration of Schubert's piece, unfolding emotional interplay in music-text relationships.

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Chroma Directed Initial and Final Tonic Assignment
A Music Predictive Coding System: Chroma Directed Initial and Final Tonic Assignment

Chroma Directed Tonic Assignment analyzes initial and final tonics using context-sensitive grammar, data-driven rules, and statistical learning to reveal tonal shifts

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Data Analysis On Music And Memory Research
Data Analysis On "Music And Memory" Research In Music And Health Science Contexts

There is a notable lack of structural analysis tools in music and memory research; this study seeks to address this gap through the integration of real-time, multimodal software.

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Data Analysis On Music And Memory Research
A Cognitive Approach in In-vehicle Warning Sound Design

As vehicles grow quieter and automated, this study summarizes a human-centered auditory-warning model aligning ADAS alerts through urgency taxonomy, feature mapping, and prioritization to reduce cognitive load safely.

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Data Analysis On Music And Memory Research
Real-Time Software for Music and Health Science Contexts

This review shows that existing systems cannot synchronize symbolic harmony with real-time EEG or behavioral data, revealing the need for integrated multimodal tools.

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Data Analysis On Music And Memory Research
Real-Time Automatic Roman Numeral Analysis

The system enables real-time Roman-numeral analysis for MIDI streams through a distributed architecture that integrates backend processing, WebSocket communication, and browser-based harmonic computation.

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Data Analysis On Music And Memory Research
Tempo- and Time-Signature–Responsive Real-Time EEG Processing

This system synchronizes real-time EEG analysis with musical tempo and meter, using OpenBCI streaming, adaptive windowing, and browser-based spectral computation to generate stable, low-latency neural feature trajectories.

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