Minje’s Previous Research

Vocal Source Separation

Related Paper :

  • Minje Kim, Seungkwon Beack, Keunwoo Choi, and Kyeongok Kang, “Gaussian Mixture Model for Singing Voice Separation From Stereophonic Music,” in Proceedings of the Audio Engineering Society 43rd International Conference (AES Conference), Pohang, Korea, Sep. 29 – Oct. 1, 2011. [pdf, bib]
Input music mixture
Accompaniment reconstruction

Drum Source Separation

Related Papers :

  • Minje Kim, Jiho Yoo, Kyeongok Kang, and Seungjin Choi (2011), “Nonnegative Matrix Partial Co-Factorization for Spectral and Temporal Drum Source Separation,” IEEE Journal of Selected Topics in Signal Processing, vol. 5, no. 6, pp. 1192-1204, Oct. 2011. [pdfbib]
  • Minje Kim, Jiho Yoo, Kyeongok Kang, and Seungjin Choi, “Blind Rhythmic Source Separation: Nonnegativity and Repeatability,” in Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Dallas, TX, Mar. 14-19, 2010. [pdf, bib]
  • Jiho Yoo, Minje Kim, Kyeongok Kang, and Seungjin Choi, “Nonnegative Matrix Partial Co-Factorization for Drum Source Separation,” in Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Dallas, TX, Mar. 14-19, 2010. [pdf, bib]
Input music mixture
Original drum sources
Drum source reconstruction using the proposed ST-DSS method
Drum source reconstruction using S-DSS method
Drum source reconstruction using S-DSS method

Monaural Music Source Separation

Related papers:

  • Minje Kim and Seungjin Choi, “Monaural Music Source Separation: Nonnegativity, Sparseness, and Shift-invariance,” in Proceedings of the International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA), pp. 617-624, Charleston, SC, Mar. 5-8, 2006, (LNCS 3889). [pdf, bib]
  • Minje Kim and Seungjin Choi, “On Spectral Basis Selection for Single Channel Polyphonic Music Separation,” in Proceedings of the International Conference on Artificial Neural Networks (ICANN), Warsaw, Poland, Sep. 11-15 2005, (LNCS 3697). [pdf, bib]
monaural mixture of voice and cello
recovered voice: /ah/ sound
recovered cello