The Contemporary Piano: A Performer and Composer's Guide to Techniques and Resources by Alan Shockley

Lubkowski, Carol

doi:10.1353/not.2020.0041

Notes

2020

DOI: 10.1353/not.2020.0041

|View full text |Cite

The Contemporary Piano: A Performer and Composer's Guide to Techniques and Resources by Alan Shockley

Carol Lubkowski¹

Help me understand this report

Search citation statements

Order By: Relevance

Paper Sections

Select...

Citation Types

Supporting

Mentioning

Contrasting

Year Published

2024

Publication Types

Select...

Article1

Relationship

Self Cite0

Independent1

Authors

Journals

Cited by 1 publication

References 0 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

Modeling Artificial Intelligence in Real-Time Collaborative Piano Playing Systems

Liu

2024

Applied Mathematics and Nonlinear Sciences

View full text Add to dashboard Cite

Due to the challenges associated with mastering fundamental piano playing techniques, the inefficiency of self-guided learning, and the prohibitive cost of one-on-one instruction, many novices abandon their musical pursuits prematurely. Our research addresses these issues by enhancing music feature extraction methods through artificial intelligence modeling and developing a piano-playing ability evaluation system. This system leverages an attention mechanism and an LSTM neural network model to assess a player’s abilities based on rhythm, thematic prominence, and musical expression within various levels of piano scores. By analyzing sample tracks from the Thompson Simple Piano Tutorial, our system demonstrates robust performance, achieving an overall F-Measure above 0.9 with an average value of 0.9641. These results indicate that the evaluation system offers precise assessments and can significantly aid piano instruction, providing learners with reliable feedback on their progress.

show abstract

Modeling Artificial Intelligence in Real-Time Collaborative Piano Playing Systems

Liu

2024

Applied Mathematics and Nonlinear Sciences

View full text Add to dashboard Cite

show abstract

scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.

Contact Info

customersupport@researchsolutions.com

10624 S. Eastern Ave., Ste. A-614

Henderson, NV 89052, USA

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

Blog Terms and Conditions API Terms Privacy Policy Contact Cookie Preferences Do Not Sell or Share My Personal Information

Made with 💙 for researchers

Part of the Research Solutions Family.

The Contemporary Piano: A Performer and Composer's Guide to Techniques and Resources by Alan Shockley

Cited by 1 publication

References 0 publications

Modeling Artificial Intelligence in Real-Time Collaborative Piano Playing Systems

Modeling Artificial Intelligence in Real-Time Collaborative Piano Playing Systems

Contact Info

Product

Resources

About