Singing Melody Extraction in Polyphonic Music by Harmonic Tracking

نویسندگان

  • Chuan Cao
  • Ming Li
  • Jian Liu
  • Yonghong Yan
چکیده

This paper proposes an effective method for automatic melody extraction in polyphonic music, especially vocal melody songs. The method is based on subharmonic summation spectrum and harmonic structure tracking strategy. Performance of the method is evaluated using the LabROSA database 1 . The pitch extraction accuracy of our method is 82.2% on the whole database, while 79.4% on the vocal part.

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

Singing Pitch Extraction from Monaural Polyphonic Songs by Contextual Audio Modeling and Singing Harmonic Enhancement

This paper proposes a novel approach to extract the pitches of singing voices from monaural polyphonic songs. The hidden Markov model (HMM) is adopted to model the transition between adjacent singing pitches in time, and the relationships between melody and its chord, which is implicitly represented by features extracted from the spectrum. Moreover, another set of features which represents the ...

متن کامل

Improving Polyphonic Melody Extraction by Dynamic Programming Based Dual F0 Tracking

The suitability of optimal path finding methods for vocal melody extraction in polyphonic music is well recognized since they combine local pitch strength and temporal smoothness considerations in a global sense. However, when such single-F0 tracking systems are applied to sound mixtures in which pitched accompaniment is of comparable strength to the singing voice, they suffer from irrecoverabl...

متن کامل

Melody Extraction from Polyphonic Audio Signal Mirex2009

This paper describes the proposed algorithm submitted to the MIREX 2009 “Audio Melody Extraction” task. The algorithm addresses the task of extracting the predominant melody pitch from a polyphonic audio signal. The algorithm extracts the melody pitch in three steps. In the first step, transient analysis is performed on the polyphonic audio signal to determine the analysis frame length, and the...

متن کامل

Online Melody Extraction: Mirex 2012

Melody is the pitch perceived from the most dominant source in the polyphonic music. This paper describes our algorithm for melody extraction submitted for the audio melody extraction task of the Music Information Retrieval Evaluation eXchange (MIREX) 2012. The task consists of two parts: melody estimation and voicing detection. The presented algorithm performs the melody estimation in an onlin...

متن کامل

A Query-by-Singing Technique for Retrieving Polyphonic Objects of Popular Music

This paper investigates the problem of retrieving popular music by singing. In contrast to the retrieval of MIDI music, which is easy to acquire the main melody by the selection of the symbolic tracks, retrieving polyphonic objects in CD or MP3 format requires to extract the main melody directly from the accompanied singing signals, which proves difficult to handle well simply using the convent...

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 2007