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
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Juchen Wang
FOUNDER, Music Director, Researcher
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Jiasheng Xu
Researcher
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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)