About us: Music Informatics Group
Music Informatics Gatech. The Music Informatics Group researches AI-driven methods for music analysis and generation. It is headed by Alexander Lerch and is...
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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,...
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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
Musicinformatics.gatech.edu news digest
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6 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... -
6 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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6 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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6 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: | May 14, 2024 |
| Expires: | January 01, 1970 |
| Created: | May 08, 1986 |
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