Sound denoising using image restoration techniques with diffusion models

Organisatsiooni nimi
Music information retrieval
Kokkuvõte
There is a considerable amount of recordings digitized from wax rolls in Estonian national archives. These recordings contain lost non-diatonic singing traditions, fairy-tales, dialects. Wax rolls however are made of organic decaying matter that is subjectable to mold and influence of elements and degrades quickly. The quality of these recordings, especially the ones digitized many years after the original recording (and the more valuable ones) are low. Image restoration techniques could be used on the spectrograms of these recordings to improve the sound quality.
Lõputöö kaitsmise aasta
2024-2025
Juhendaja
Anna Aljanaki
Suhtlemiskeel(ed)
eesti keel, inglise keel
Nõuded kandideerijale
Tase
Magister
Märksõnad
#music #sound #diffusion #neuralnetworks #deeplearning

Kandideerimise kontakt

 
Nimi
Anna Aljanaki
Tel
E-mail
anna.aljanaki@ut.ee