Nonnegative matrix factorization based on complex generative model

Author:

Kitamura Daichi1

Affiliation:

1. Department of Electrical and Computer Engineering, National Institute of Technology, Kagawa College

Publisher

Acoustical Society of Japan

Subject

Acoustics and Ultrasonics

Reference35 articles.

1. 1) D. D. Lee and H. S. Seung, ``Learning the parts of objects by non-negative matrix factorization,'' Nature, 401(6755), 788-791 (1999).

2. 2) D. D. Lee and H. S. Seung, ``Algorithms for non-negative matrix factorization,'' Proc. NIPS, pp. 556-562 (2000).

3. 3) C. Févotte, N. Bertin and J.-L. Durrieu, ``Nonnegative matrix factorization with the Itakura-Saito divergence. With application to music analysis,'' Neural Comput., 21, 793-830 (2009).

4. 4) M. Nakano, H. Kameoka, J. Le Roux, Y. Kitano, N. Ono and S. Sagayama, ``Convergence-guaranteed multiplicative algorithms for nonnegative matrix factorization with β-divergence,'' Proc. MLSP, pp. 283-288 (2010).

5. 5) C. Févotte and J. Idier, ``Algorithms for nonnegative matrix factorization with the β-divergence,'' Neural Comput., 23, 2421-2456 (2011).

Cited by 5 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Deep Multiplicative Update Algorithm for Nonnegative Matrix Factorization and Its Application to Audio Signals;IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences;2023-07-01

2. Heart Rate Estimation of Car Driver Using Radar Sensors and Blind Source Separation;2022 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC);2022-11-07

3. Noise Robust Acoustic Anomaly Detection System with Nonnegative Matrix Factorization Based on Generalized Gaussian Distribution;IEICE Transactions on Information and Systems;2021-03-01

4. Spatial gradients of geomagnetic temporal variations causing the instability of inter-station transfer functions;Earth, Planets and Space;2020-07-20

5. Representation of complex spectrogram via phase conversion;Acoustical Science and Technology;2019-05-01

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3