A Clustering Analysis of Renaissance Polyphony Using State-Space Models
نویسندگان
چکیده
In this paper, we propose a novel clustering method to represent and compare works of symbolic music, in particular the music database Josquin Research Project. We also study results our methods on as whole, well for some specific cases. The that revolve around modelling activity twelve pitch classes (i.e., chromae) over time. suggest by activity, can capture harmonic progressions music. By converting models vector representation, analyse dataset using techniques from machine learning. These be used group, visualize, classify corpus. This way, attributions insecurely attributed pieces dataset, based solely contained songs. apply final classification unica Leuven Chansonnier, give first suggestions attribution these world computational musicology. then existing analyzing find is slightly worse at identifying composers Renaissance works. result was not completely unexpected, features extract are only musical present Finally, use best representation devised together with unsupervised dimensionality reduction algorithms create scatterplot visualization entire Project dataset.
منابع مشابه
Experimental Evaluation of Algorithmic Effort Estimation Models using Projects Clustering
One of the most important aspects of software project management is the estimation of cost and time required for running information system. Therefore, software managers try to carry estimation based on behavior, properties, and project restrictions. Software cost estimation refers to the process of development requirement prediction of software system. Various kinds of effort estimation patter...
متن کاملHMM analysis of general state-space models
These notes explain how to use a hidden Markov model (HMM) approach for analysing possibly highly nonlinear time series data in a state-space formulation. The text introduces the general state-space model and gives an overview of other methods for filtering and smoothing ranging from the simple linear and Gaussian case to the fully general case. A discretization of the state-space is instrument...
متن کاملanalysis of ruin probability for insurance companies using markov chain
در این پایان نامه نشان داده ایم که چگونه می توان مدل ریسک بیمه ای اسپیرر اندرسون را به کمک زنجیره های مارکوف تعریف کرد. سپس به کمک روش های آنالیز ماتریسی احتمال برشکستگی ، میزان مازاد در هنگام برشکستگی و میزان کسری بودجه در زمان وقوع برشکستگی را محاسبه کرده ایم. هدف ما در این پایان نامه بسیار محاسباتی و کاربردی تر از روش های است که در گذشته برای محاسبه این احتمال ارائه شده است. در ابتدا ما نشا...
15 صفحه اولAnalysis of Power Electronic Converters Using the Developed State Space Averaging Method
Power electronic converters are non-linear time-dependent systems whose exact analysis without the use of computers is very difficult, and even using computer softwares requires a long time. Use of the state space averaging method, as will be mentioned, in addition to simplifying the analysis procedure which is a result of converting a time-dependent system to a time-independent one, reduces th...
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: Journal of the Alamire Foundation
سال: 2021
ISSN: ['2032-5371', '2507-0320']
DOI: https://doi.org/10.1484/j.jaf.5.124209