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Description
  • A connection between the convolutive nonnegative matrix factorization (NMF) and the conventional NMF has been established. As a result, we can convey arbitrary alternating update rules for NMF to update rules for CNMF. In order to illustrate the novel derivation method, a multiplicative algorithm and a new ALS algorithm for CNMF are derived. The experiments confirm validity and high performance of our method and of the proposed algorithm.
  • A connection between the convolutive nonnegative matrix factorization (NMF) and the conventional NMF has been established. As a result, we can convey arbitrary alternating update rules for NMF to update rules for CNMF. In order to illustrate the novel derivation method, a multiplicative algorithm and a new ALS algorithm for CNMF are derived. The experiments confirm validity and high performance of our method and of the proposed algorithm. (en)
Title
  • On connection between the convolutive and ordinary nonnegative matrix factorizations
  • On connection between the convolutive and ordinary nonnegative matrix factorizations (en)
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  • On connection between the convolutive and ordinary nonnegative matrix factorizations
  • On connection between the convolutive and ordinary nonnegative matrix factorizations (en)
skos:notation
  • RIV/46747885:24220/12:#0002022!RIV13-MSM-24220___
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  • I, P(GA102/09/1278), S
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  • 156205
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  • RIV/46747885:24220/12:#0002022
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  • convolutive nonnegative matrix factorization (en)
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  • [631BB4FBF6FD]
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  • Tel Aviv; Israel
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  • 10th International Conference on Latent Variable Analysis and Signal Separation
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  • Koldovský, Zbyněk
  • Tichavský, P.
  • Cichocki, A.
  • Phan, A. P.
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  • 10.1007/978-3-642-28551-6_36
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  • Springer-Verlag
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  • 978-3-642-28550-9
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  • 24220
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