Title:
A SOURCE SEPARATION DEVICE, A METHOD FOR A SOURCE SEPARATION DEVICE, AND A NON-TRANSITORY COMPUTER READABLE MEDIUM
Document Type and Number:
WIPO Patent Application WO/2020/084787
Kind Code:
A1
Abstract:
A purpose of the present disclosure is to provide a source separation method, a non-transitory computer readable medium, and a source separation apparatus. The source separation apparatus (100) includes an input means (101) for inputting mixture data obtained by mixing a plurality of data; and a matrix decomposition means (102) for separating the input mixture data by estimating a mixing/unmixing matrix (1021), a basis matrix for each source (10221), an activations matrix for each source (10222) and a reliability vector for each source (10223), and a means for unmixing of input mixture data (103) using the estimated matrices from the matrix decomposition means to estimate the sources.
Inventors:
NARISETTY CHAITANYA PRASAD (JP)
KOMATSU TATSUYA (JP)
KONDO REISHI (JP)
KOMATSU TATSUYA (JP)
KONDO REISHI (JP)
Application Number:
PCT/JP2018/039997
Publication Date:
April 30, 2020
Filing Date:
October 26, 2018
Export Citation:
Assignee:
NEC CORP (JP)
International Classes:
G10L21/0308
Foreign References:
| JP2015079110A | 2015-04-23 | |||
| JP2016045221A | 2016-04-04 |
Other References:
KITAMURA, DAICHI: "Blind Source Separation Based on Independent Low-Rank Matrix Analysis", IEICE TECHNICAL REPORT, vol. 117, no. 255, October 2017 (2017-10-01), pages 73 - 80
KITAMURA, DAICHI: "Determined Blind Source Separation Unifying Independent Vector Analysis and Nonnegative Matrix Factroization", IEEE /ACM TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING, vol. 24, no. 9, September 2016 (2016-09-01), pages 1626 - 1641, XP011615966, DOI: 10.1109/TASLP.2016.2577880
KITAMURA, DAICHI: "Determined Blind Source Separation Unifying Independent Vector Analysis and Nonnegative Matrix Factroization", IEEE /ACM TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING, vol. 24, no. 9, September 2016 (2016-09-01), pages 1626 - 1641, XP011615966, DOI: 10.1109/TASLP.2016.2577880
Attorney, Agent or Firm:
IEIRI Takeshi (JP)
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