Using Psycho-Acoustic Models and SOMs to create a Hierarchical Structuring of Music Using Psycho-Acoustic Models and Self-Organizing Maps to Create a Hierarchical Structuring of Music by Sound Similarity

نویسندگان

  • Andreas Rauber
  • Elias Pampalk
  • Dieter Merkl
چکیده

Andreas Rauber Dept. of Software Technology Vienna Univ. of Technology A-1040 Vienna, Austria [email protected] Elias Pampalk Austrian Research Institute for Artificial Intelligence A-1010 Vienna, Austria [email protected] Dieter Merkl Dept. of Software Technology Vienna Univ. of Technology A-1040 Vienna, Austria [email protected] ABSTRACT With the advent of large musical archives the need to provide an organization of these archives becomes eminent. While artist-based organizations or title indexes may help in locating a specific piece of music, a more intuitive, genre-based organization is required to allow users to browse an archive and explore its contents. Yet, currently these organizations following musical styles have to be designed manually.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Using Psycho-Acoustic Models and to create a Hierarchical Structuring of Music Using Psycho-Acoustic Models and Self-Organizing Maps to Create a Hierarchical Structuring of Music by Sound Similarity

Andreas Rauber Dept. of Software Technology Vienna Univ. of Technology A-1040 Vienna, Austria [email protected] Elias Pampalk Austrian Research Institute for Artificial Intelligence A-1010 Vienna, Austria [email protected] Dieter Merkl Dept. of Software Technology Vienna Univ. of Technology A-1040 Vienna, Austria [email protected] ABSTRACT With the advent of large musical archives...

متن کامل

Using Psycho-Acoustic Models and Self-Organizing Maps to Create a Hierarchical Structuring of Music by Musical Styles

Andreas Rauber Dept. of Software Technology Vienna Univ. of Technology A-1040 Vienna, Austria [email protected] Elias Pampalk Austrian Research Institute for Artificial Intelligence A-1010 Vienna, Austria [email protected] Dieter Merkl Dept. of Software Technology Vienna Univ. of Technology A-1040 Vienna, Austria [email protected] ABSTRACT With the advent of large musical archives...

متن کامل

Accessing Music Collections Via Representative Cluster Prototypes in a Hierarchical Organization Scheme

This paper addresses the issue of automatically organizing a possibly large music collection for intuitive access. We present an approach to cluster tracks in a hierarchical manner and to automatically find representative pieces of music for each cluster on each hierarchy level. To this end, audio signal-based features are complemented with features derived via Web content mining in a novel way...

متن کامل

A new approach to hierarchical clustering and structuring of data with Self-Organizing Maps

The Self-Organizing Map (SOM) is a powerful tool for exploratory data analysis which has been employed in a wide range of data mining applications. We present a novel approach to reveal the inherent hierarchical structure of data using multiple SOMs together with heuristics which optimize the stability. In particular, we address shortcomings of the Growing Hierarchical Self-Organizing Map (GHSO...

متن کامل

The musical language Elements of Persian musical language: modes, rhythm and syntax

In treating the subject of musical language, a Persian musician would be intrinsically drawn to the structural similarities between the Persian music and language. Indeed Persian music and language are extremely related in their metrics, intonations and structural phrases (syntax). Although we will draw upon this relationship, our aim in this article is to present “music as a language,” c...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2002