• Title/Summary/Keyword: 선택적 주파수 차감

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Vocal Separation in Music Using SVM and Selective Frequency Subtraction (SVM과 선택적 주파수 차감법을 이용한 음악에서의 보컬 분리)

  • Kim, Hyun-Tae
    • The Journal of the Korea institute of electronic communication sciences
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    • v.10 no.1
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    • pp.1-6
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    • 2015
  • Recently, According to increasing interest to original sound Karaoke instrument, MIDI type karaoke manufacturer attempt to make more cheap method instead of original recoding method. The specific method is to make the original sound accompaniment to remove only the voice of the singer in the singer music album. In this paper, a system to separate vocal components from music accompaniment for stereo recordings were proposed. Proposed system consists of two stages. The first stage is a vocal detection. This stage classifies an input into vocal and non vocal portions by using SVM with MFCC. In the second stage, selective frequency subtractions were performed at each frequency bin in vocal portions. Listening test with removed vocal music from proposed system show relatively high satisfactory level.

Vocal Separation Using Selective Frequency Subtraction Considering with Energies and Phases (에너지와 위상을 고려한 선택적 주파수 차감법을 이용한 보컬 분리)

  • Kim, Hyuntae;Park, Jangsik
    • Journal of Broadcast Engineering
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    • v.20 no.3
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    • pp.408-413
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    • 2015
  • Recently, According to increasing interest to original sound Karaoke instrument, MIDI type karaoke manufacturer attempt to make more cheap method instead of original recoding method. The specific method is to make the original sound accompaniment to remove only the voice of the singer in the singer music album. In this paper, a system to separate vocal components from music accompaniment for stereo recordings were proposed. Proposed system consists of two stages. The first stage is a vocal detection. This stage classifies an input into vocal and non vocal portions by using SVM with MFCC. In the second stage, selective frequency subtractions were performed at each frequency bin in vocal portions. In this case, it is determined in consideration not only the energies for each frequency bin but also the phase of the each frequency bin at each channel signal. Listening test with removed vocal music from proposed system show relatively high satisfactory level.