发明名称 METHOD AND SYSTEM FOR MUSIC RECOMMENDATION
摘要 A music recommendation system. Signals representing particular works of authorship are transformed into the frequency domain and further manipulated to produce “signatures” for the works, and the similarities of the signatures can be used as a basis for recommending to a person who is known to enjoy, or known to have purchased, one work of authorship one or more other works of authorship the person may also enjoy or seek to purchase.
申请公布号 US2015348164(A1) 申请公布日期 2015.12.03
申请号 US201414508253 申请日期 2014.10.07
申请人 Doshi Uma Satish 发明人 Doshi Uma Satish
分类号 G06Q30/06;G10L25/48;G10L25/03 主分类号 G06Q30/06
代理机构 代理人
主权项 1. A system for recommending works of authorship by recognizing similarities therebetween, comprising providing to a computer system a first signal f1(t) that is a time varying amplitude representation of a first work of authorship and a second signal f2(t) that is a time varying amplitude representation of a second work of authorship, the computer system being programmed to perform a method comprising the steps of: performing respective frequency transformations of the signals f1(t) and f2(t), thereby obtaining respective first and second frequency varying functions F1(ω) and F2(ω); deriving first and second magnitude functions M1(ω) and M2(ω) from, respectively, the functions F1(ω) and F2(ω), the magnitude functions being based on the magnitudes of the functions F1(ω) and F2(ω); fitting to the magnitude functions respective first and second calming functions C1(ω) and C2(ω), each calming function imposing on its respective magnitude function a limited number “n” of inflection points by use of a sum of terms defining respective coefficients multiplying distinct powers of the variable (ω) that are the same in both the first and second calming functions; computing modified first and second calming functions MC1(ω) and MC2(ω) from the respective calming functions C1(ω) and C2(ω) so as to more nearly equalize the orders of magnitude of the coefficients of the terms of the first and second calming functions that multiply the non-zero powers of (ω); comparing the modified calming functions MC1(ω) and MC2(ω) including computing one or more measures of difference therebetween; and wherein, if said one or more measures of difference is within acceptable limits but not if otherwise, producing an output predetermined to indicate that a person who enjoys the first work is likely to enjoy the second work, thereby providing at least a partial basis for making a recommendation.
地址 Portland OR US