Music Informatics Group - Georgia Tech
Music Informatics Ga Tech. The Georgia Tech Music Informatics Group, led by Alexander Lerch, researches AI-driven methods for music analysis, processing, and...
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The Music Informatics Group, headed by Alexander Lerch, is hosted at the Georgia Tech Center for Music Technology. We work on AI-driven methods for music
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Projects | Music Informatics Group
Assessment of Music Performances Design and evaluation of features for the characterization of (student) music performances and create models to automatically assess these performances, detect errors,...
Musicinformatics.gatech.edu news digest
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7 years
Assessment of Student Music Performance using Deep Neural Networks
by Ashis Pati
Moving Towards Automatic Music Performance Assessment Systems
Improving one’s proficiency in performing a musical instrument often requires constructive feedback from a trained teacher regarding various aspects of a performance, e.g., its musicality, note accuracy, rhythmic accuracy, which are often hard to define... -
7 years
Automatic Sample Detection in Polyphonic Music
The term ‘sampling’ refers to the reuse of audio snippets from pre-existing digital recordings with appropriate modifications in new compositions in a way that it fits the musical context. Influential artists that have been sampled frequently by younger...
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7 years
Neural Style Transfer in Music
Read a recent blog post by our PhD student Ashis Pati on the difficulties on style transfer in music as opposed to pictures.
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7 years
Mixing Secrets: A Multi-Track Dataset for Instrument Recognition
by Siddharth Gururani
Instrument recognition as a task in Music Information Retrieval has had a long history and several datasets have been introduced for public use. The RWC dataset and the UIOWA dataset, for instance, are standard datasets for evaluation of instrument recognition...
Domain history
| Web host: | Georgia Institute of Technology |
| Registrar: | EDUCASE |
| Registrant: | Georgia Institute of Technology |
| Updated: | June 10, 2025 |
| Expires: | January 01, 1970 |
| Created: | May 08, 1986 |
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