Asia-Pacific Signal and Information Processing Association (APSIPA) - Incremental approach to NMF basis estimation for audio source separation

2016 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA)

Author(s): Kisoo Kwon ; Jong Won Shin ; Inkyu Choi ; Hyung Yong Kim ; Nam Soo Kim
Publisher: Asia-Pacific Signal and Information Processing Association (APSIPA)
Publication Date: 1 December 2016
Conference Location: Jeju, South Korea
Conference Date: 13 December 2016
Page(s): 1 - 5
ISBN (Electronic): 978-9-8814-7682-1
DOI: 10.1109/APSIPA.2016.7820727
Regular:

Nonnegative matrix factorization (NMF) is a matrix factorization technique that might find meaningful latent nonnegative components. Since, however, the objective function is non-convex, the... View More

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