Clustering of Musical Pieces through Complex Networks: an Assessment over Guitar Solos

نویسنده

  • Stefano Ferretti
چکیده

Musical pieces can be modeled as complex networks. This fosters innovative ways to categorize music, paving the way towards novel applications in multimedia domains, such as music didactics, multimedia entertainment and digital music generation. Clustering these networks through their main metrics allows grouping similar musical tracks. To show the viability of the approach, we provide results on a dataset of guitar solos.

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

On the Modeling of Musical Solos as Complex Networks

Notes in a musical piece are building blocks employed in non-random ways to create melodies. It is the “interaction” among a limited amount of notes that allows constructing the variety of musical compositions that have been written in centuries and within different cultures. Networks are a modeling tool that is commonly employed to represent a set of entities interacting in some way. Thus, not...

متن کامل

Decision-Based Transcription of Jazz Guitar Solos Using a Harmonic Bident Analysis Filter Bank and Spectral Distribution Weighting

Jazz guitar solos are improvised melody lines played on one instrument on top of a chordal accompaniment (comping). As the improvisation happens spontaneously, a reference score is non-existent, only a lead sheet. There are situations, however, when one would like to have the original melody lines in the form of notated music, see the Real Book. The motivation is either for the purpose of pract...

متن کامل

Musical Instrument Identification in Continuous Recordings

Recognition of musical instruments in multi-instrumental, polyphonic music, is a difficult challenge which is yet far from being solved. Successful instrument recognition techniques in solos (monophonic or polyphonic recordings of single instruments) can help to deal with this task. We introduce an instrument recognition process in solo recordings of a set of instruments (bassoon, clarinet, flu...

متن کامل

Instrument Recognition Beyond Separate Notes - Indexing Continuous Recordings

Some initial works have appeared that began to deal with the complicated task of musical instrument recognition in multi-instrumental music. Although quite a few papers have already appeared on instrument recognition of singleinstrument musical phrases (“solos”), the work on solo recognition is not yet exhausted. The knowledge of how to deal well with solos can also help in recognition of multi...

متن کامل

SoloTouch: A Capacitive Touch Controller with Lick-based Note Selector

This paper describes the design of a guitar-inspired, pocketsized controller system SoloTouch. SoloTouch consists of a capacitive touch trigger, and an automated note selector program. Requiring only one finger, the touch trigger allows intuitive execution of both velocity sensitive notes and aftertouch messages. The automated note selector program selects consecutive consonant notes from prepr...

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:
  • CoRR

دوره abs/1709.05193  شماره 

صفحات  -

تاریخ انتشار 2017