Paper: Invited Talk: Music Language and Computational Modeling: Lessons from the Key-Finding Problem

ACL ID N10-1114
Title Invited Talk: Music Language and Computational Modeling: Lessons from the Key-Finding Problem
Venue Human Language Technologies
Session Main Conference
Year 2010
Authors

Recnt resarch in computaional music resarch, including my own, has ben greatly influenced by methods in omputaionl iguistics. But Ibelive th influee ol als g te othr way: Music may ofr so interstig lesns fr laae rsearch, particularly with rgard t the modeling f cogniton. In this talk Iwil focus on a important problem in usic ogniton: the problem of key identifcation. Iwil argue tat is problem is in sme ways logus to the problem f sytacti arsing in languag. Iwil presnt simpl Byesian dl that perfors el at he ky-findig task. Iwil then onsider some iplications of th model for othr isues. Te modl rpresnts mont-to-moent changes i ky vr ti and catures “realysi” fcts in key percption. h el ca be used t estiat th tol mbiguit of a musicl psg, and cn also be used to stimat the rbailty...