Geometrically Constrained Independent Vector Analysis with Auxiliary Function Approach and Iterative Source Steering

Author:

Goto Kana1,Ueda Tetsuya1,Li Li2,Yamada Takeshi1,Makino Shoji3

Affiliation:

1. University of Tsukuba,Tsukuba,Ibaraki,Japan,305-8577

2. Nippon Telegraph and Telephone Corporation,NTT Communication Science Laboratories,Japan

3. Waseda University,Japan

Publisher

IEEE

Reference18 articles.

1. Geometrically constrained independent vector analysis for directional speech enhancement;li;Proc ICASSP,2020

2. Study on geometrically constrained IVA with auxiliary function approach and VCD for in-car communication;goto;Proc APSIPA,2020

3. A Tutorial on MM Algorithms

4. Vectorwise Coordinate Descent Algorithm for Spatially Regularized Independent Low-Rank Matrix Analysis

5. Fast and Stable Blind Source Separation with Rank-1 Updates

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1. Real-Time Speech Extraction Using Spatially Regularized Independent Low-Rank Matrix Analysis and Rank-Constrained Spatial Covariance Matrix Estimation;2024 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW);2024-04-14

2. Geometrically-Regularized Fast Independent Vector Extraction by Pure Majorization-Minimization;IEEE Transactions on Signal Processing;2024

3. Blind and Spatially-Regularized Online Joint Optimization of Source Separation, Dereverberation, and Noise Reduction;IEEE/ACM Transactions on Audio, Speech, and Language Processing;2024

4. On Joint Dereverberation and Source Separation with Geometrical Constraints and Iterative Source Steering;2023 Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC);2023-10-31

5. Spatially-Regularized Switching Independent Vector Analysis;2023 Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC);2023-10-31

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