SEPARATION OF MUSICAL NOTES OF DRUM,BASS,GUITAR AND VOCALS MELODY USING NON-NEGATIVE TECHNIQUE
Journal Title: International Journal of Engineering Sciences & Research Technology - Year 30, Vol 4, Issue 7
Abstract
Recently, Musical Notes separation of Musical signals source has been a focused research topic in digital signal processing particularly, in Music signal processing. The proposed Non-Negative decomposition method for the separation of musical notes from input recorded .wav file. The method is easy to execute, mathematically efficient. The proposed methodology contains the input .wav file is first transformed into time- frequency representation which is responsible for the generation of spectrogram which includes generation of windows with the help of sampling techniques. Afterwards, transformation of spectrogram into matrix form containing all non-negative elements, that why it is termed non-negative decomposition. Then by means of filtering or clustering technique it is possible to separate notes of musical sources and to recover the musical notes of respective musical source. Musical Notes separation has a lot of applications including speech recognition, Music up-mixing ,music transcription, remixing and content creation, karaoke systems ,Audio post-production and re-mastering, Spatial audio and upmixing, Denoising (Separate noise speech , tools for remixing for disc jockeys or producers, (Remove background music from music, Remove bleed from other instruments) , instrument-wise equalizing and preprocessing in music analysis tasks.
Authors and Affiliations
Mr. Jaywant Vilasrao Patil
Keywords
Related Articles
- EP ID EP148270
- DOI -
- Views 95
- Downloads 0
OPTIMIZATION OF FUNCTIONAL PARAMETERS OF COMMUTATOR FUSING PROCESS
Poor quality of commutator fusing process often causes quality issues like Resistance variation, Heat discoloration and Wire pressing enamel melting in armature. The quality measure of commutator fusing joint is es...
Non-Homogeneous Cubic Equation with Three Unknowns
The non-homogeneous cubic equation with three unknowns represented by 2 2 3 3(x y ) 5xy 2(x y) 4 27z is analyzed for finding its non-zero distinct integral solutions. Three different methods have be...
An Empirical Study of Helical Coil Heat Exchanger Used in Liquid Evaporization and Droplet Disengagement for a Laminar Fluid Flow
Heat exchanger is an important component in industrial systems especially in process industries. Many commercial designs and types of heat exchangers are available in market for transfer of heat as well as for rec...
MEASURES FOR FAULT EVALUATION IN MOBILE AGENT SYSTEMS
Mobile agent is intelligent, autonomous, ragged, interactive, coordinative, cooperative and proactive agents. There arise many problems while moving the data, so to resolve such hindrances, mobile agent moves itse...
Performance Analysis: Tree and Graph Based Topology Control Algorithms in Wireless Sensor Networks
A wireless sensor network is a wireless network consisting of spatially distributed autonomous devices that use sensor for monitoring and recording the physical conditions of the environment and organizing the col...