منابع مشابه
Machine Learning of Expressive Microtiming in Brazilian and Reggae Drumming
We have used supervised machine learning to apply microtiming to music specified only in terms of exact, quantized, theoretical note times. Specifically, the input consists of a sort of musical score: note data specifying the quantized attack times for a variety of percussion instruments. The output of the regression schemes we tried is simply the microtiming deviation to apply to each note. In...
متن کاملStandards for audio and music representation
adapted from Noll (2000) Audio compression or audio coding algorithms are used to obtain compact digital representations of high-fidelity (wideband) audio signals for the purpose of efficient transmission or storage. The central objective in audio coding is to represent the signal with a minimum number of bits while achieving transparent signal reproduction, i.e., generating output audio that c...
متن کاملA Learning Scheme for Generating Expressive Music Performances of Jazz Standards
We describe our approach for generating expressive music performances of monophonic Jazz melodies. It consists of three components: (a) a melodic transcription component which extracts a set of acoustic features from monophonic recordings, (b) a machine learning component which induces an expressive transformation model from the set of extracted acoustic features, and (c) a melody synthesis com...
متن کاملDeep Learning for Music
Our goal is to be able to build a generative model from a deep neural network architecture to try to create music that has both harmony and melody and is passable as music composed by humans. Previous work in music generation has mainly been focused on creating a single melody. More recent work on polyphonic music modeling, centered around time series probability density estimation, has met som...
متن کاملMusic Performer Verification Based on Learning Ensembles
In this paper the problem of music performer verification is introduced. Given a certain performance of a musical piece and a set of candidate pianists the task is to examine whether or not a particular pianist is the actual performer. A database of 22 pianists playing pieces by F. Chopin in a computer-controlled piano is used in the presented experiments. An appropriate set of features that ca...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: General Music Today
سال: 2003
ISSN: 1048-3713,1931-3756
DOI: 10.1177/10483713030170010104