TY - GEN AB - This book constitutes the proceedings of the 12th International Conference on Latent Variable Analysis and Signal Separation, LVA/ICS 2015, held in Liberec, Czech Republic, in August 2015. The 61 revised full papers presented ℓ́ℓ 29 accepted as oral presentations and 32 accepted as poster presentations ℓ́ℓ were carefully reviewed and selected from numerous submissions. Five special topics are addressed: tensor-based methods for blind signal separation; deep neural networks for supervised speech separation/enhancement; joined analysis of multiple datasets, data fusion, and related topics; advances in nonlinear blind source separation; sparse and low rank modeling for acoustic signal processing. AU - Vincent, Emmanuel, AU - Yeredor, Arie, AU - Koldovský, Zbyněk, AU - Tichavský, Petr, CN - TK5102.9 DO - 10.1007/978-3-319-22482-4 DO - doi ID - 733666 KW - Source separation (Signal processing) LK - https://univsouthin.idm.oclc.org/login?url=http://link.springer.com/10.1007/978-3-319-22482-4 N1 - International conference proceedings. N1 - Includes author index. N2 - This book constitutes the proceedings of the 12th International Conference on Latent Variable Analysis and Signal Separation, LVA/ICS 2015, held in Liberec, Czech Republic, in August 2015. The 61 revised full papers presented ℓ́ℓ 29 accepted as oral presentations and 32 accepted as poster presentations ℓ́ℓ were carefully reviewed and selected from numerous submissions. Five special topics are addressed: tensor-based methods for blind signal separation; deep neural networks for supervised speech separation/enhancement; joined analysis of multiple datasets, data fusion, and related topics; advances in nonlinear blind source separation; sparse and low rank modeling for acoustic signal processing. SN - 9783319224824 SN - 3319224824 T1 - Latent variable analysis and signal separation12th International Conference, LVA/ICA 2015, Liberec, Czech Republic, August 25-28, 2015, Proceedings / TI - Latent variable analysis and signal separation12th International Conference, LVA/ICA 2015, Liberec, Czech Republic, August 25-28, 2015, Proceedings / UR - https://univsouthin.idm.oclc.org/login?url=http://link.springer.com/10.1007/978-3-319-22482-4 VL - 9237 ER -