Single-Channel Sound Source Separation Using NMF with Sparseness Constraints

Geng S, Leider CN. Single-Channel Sound Source Separation Using NMF with Sparseness Constraints. In: AES Convention 139. Audio Engineering Society; 2015. Paper 231. Available from: https://aes.org/publications/elibrary-page/?id=17907

@inproceedings{Geng2015_17907,
  author = {Geng, Shijia and Leider, Colby N.},
  title = {{Single-Channel Sound Source Separation Using NMF with Sparseness Constraints}},
  booktitle = {AES Convention 139},
  note = {Paper 231},
  year = {2015},
  month = oct,
  publisher = {Audio Engineering Society},
  url = {https://aes.org/publications/elibrary-page/?id=17907}
}

TY  - CPAPER
TI  - Single-Channel Sound Source Separation Using NMF with Sparseness Constraints
AU  - Geng, Shijia
AU  - Leider, Colby N.
T2  - AES Convention 139
M1  - Paper 231
PY  - 2015
DA  - 2015/10/06
UR  - https://aes.org/publications/elibrary-page/?id=17907
PB  - Audio Engineering Society
LA  - en
AB  - While challenging, sound source separation is a task that has many practical applications in audio signal processing. In this paper three sound files with two sources in each were separated using the non-negative matrix factorization (NMF) approach, with and without sparseness constraints. The results showed that adding sparseness constraints had no effect when separating drums and bass guitar but had better performances when separating piano and drums, and piano and bass guitar.
ER  -