Practice Advisor

Leveraging algorithms to enhance the connection between teachers and students, with the aim of maximizing the efficiency of every hour spent in the practice room.

This is the latest version of our structure , developed after extensive consultations and refinements

The initial structure I envisioned

First Part of this Project

- Timber Recognition

Data Sets

I developed this audio dataset to test our algorithm, which is derived from the color chart displayed on the right.

Meet the Team

  • Juchen Wang

    FOUNDER, Music Director, Researcher

  • Jiasheng Xu

    Researcher

  • Qixiao Zhu

    Researcher

Essay we discovered

Artificial Intelligence and Music

Author: C. Roads

Source: Computer Music Journal, Summer, 1980, Vol. 4, No. 2, pp. 13-25

The Color of Sound: A Theoretical Study in Musical Timbre

Author: Wayne Slawson

Source: Music Theory Spectrum, Spring, 1981, Vol. 3, pp. 132-141

Published by: Oxford University Press on behalf of the Society for Music Theory

The Psychology of Music. VI. The Vibrato: (1) What is It?

Author: Carl E. Seashore

Source: Music Educators Journal, Vol. 23, No. 4 (Feb., 1937), pp. 30-31+33

Published by: Sage Publications, Inc. on behalf of MENC: The National Association for Music Education

Timbre: Acoustics, Perception, and Cognition

Editors: Kai Siedenburg, Charalampos Saitis, Stephen McAdams, Arthur N. Popper, Richard R. Fay

Timbre and the Perceptual Effects of Three Types of Data Reduction

Author: Gérard R. Charbonneau

Source: Computer Music Journal, Summer, 1981, Vol. 5, No. 2, pp. 10-19

Towards Automatic Musical Instrument Timbre Recognition

Author: Tae Hong Park

A-CRNN: A Domain Adaptation Model for Sound Event Detection

Authors: Wei Wei, Hongning Zhu, Emmanouil Benetos, Ye Wang

Beat Transformer: Demixed Beat and Downbeat Tracking with Dilated Self-Attention

Authors: Jingwei Zhao, Gus Xia, Ye Wang

Content Based User Preference Modeling in Music Generation

Authors: Xichu Ma, Yuchen Wang, Ye Wang

Design of Music Teaching System Based on Artificial Intelligence

Authors: Wei Chen

Exploring Transformer’s Potential on Automatic Piano Transcription

Authors: Longshen Ou, Ziyi Guo, Emmanouil Benetos, Jiqing Han, Ye Wang

Beatty: Automatic Tempo Curve Synthesis for Expressive MIDI Track Playback

Author: Madeline Wong

The Sound of Pixels

Authors: Hang Zhao, Chuang Gan, Andrew Rouditchenko, Carl Vondrick, Josh McDermott, Antonio Torralba

Comprehensive Evaluation of Timbre in All Dimensions

by Jiasheng Xu (Our Team member)

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