The CoMIRVA Toolkit for Visualizing Music-Related Data
نویسندگان
چکیده
We present CoMIRVA, which is an abbreviation for Collection of Music Information Retrieval and Visualization Applications. CoMIRVA is a Java framework and toolkit for information retrieval and visualization that is licensed under the GNU General Public License. At the moment, the main functionalities of the toolkit include music information retrieval, web retrieval, and visualization of the extracted information. In this paper, we focus on the visualization aspects of CoMIRVA. Since many of the information retrieval functions are intended to be applied to problems of the field of music information retrieval (MIR), we demonstrate the functions using data like similarity matrices of music artists gained by analyzing artist-related web pages. Currently, CoMIRVA supports the following visualization techniques: Self-Organizing Map grid, Smoothed Data Histogram, Circled Bars, Circled Fans, Continuous Similarity Ring, and Sunburst. We present the corresponding functions with a special focus on the Sunburst visualization of term occurrence matrices, which we have implemented lately. Since one key feature of CoMIRVA is its easy extensibility, we further elaborate on how we used it for creating a novel user interface to digital music repositories.
منابع مشابه
Interactive Poster: Using CoMIRVA for Visualizing Similarities Between Music Artists
This paper presents our framework for music information retrieval and visualization (CoMIRVA). We focus on the functions for visualizing similarities between music artists or songs and describe some approaches we have already implemented. In particular, we present a novel three-dimensional visualization technique based on a geographic model, the very simple “Circled Bars” visualization which co...
متن کاملA Study of Intonation in Three-Part Singing using the Automatic Music Performance Analysis and Comparison Toolkit (AMPACT)
This paper introduces the Automatic Music Performance Analysis and Comparison Toolkit (AMPACT), is a MATLAB toolkit for accurately aligning monophonic audio to MIDI scores as well as extracting and analyzing timing-, pitch-, and dynamics-related performance data from the aligned recordings. This paper also presents the results of an analysis performed with AMPACT on an experiment studying inton...
متن کاملA Content Dependent Visualization System for Symbolic Representation of Piano Stream
This paper provides an overview on the advances of music information retrieval in symbolic representation of music. Such musical aspects as key, tonality, bass, melody, dynamics, rhythm and patterns are considered as foundation for visualizing systems for the piano stream in classical music. The paper then describes the proposed visualizing system and Malinowski’s music animation machine. It la...
متن کاملVariations2: Toward Visual Interfaces for Digital Music Libraries
In this paper, we discuss unique challenges of visualizing musical data, address limitations of existing music interfaces and data structures, and propose some approaches to music visualization based on the data model developed by Variations2 digital music library project.
متن کاملThe Architecture of Trueviz: a Groundtruth/metadata Editing and Visualizing Toolkit the Architecture of Trueviz: a Groundtruth/metadata Editing and Visualizing Toolkit the Architecture of Trueviz: a Groundtruth/metadata Editing and Visualizing Toolkit
Tools for visualizing and creating groundtruth and metadata are crucial for document image analysis research. In this paper we describe TrueViz [LK00, KLCB01], which is a tool for visualizing and editing groundtruth/metadata. We rst describe the groundtruthing task and the requirements for any interactive groundtruthing tool. Next we describe the system design of TrueViz and discuss how a user ...
متن کامل