2021 IEEE International Conference on Acoustics, Speech and Signal Processing

6-11 June 2021 • Toronto, Ontario, Canada

Extracting Knowledge from Information

2021 IEEE International Conference on Acoustics, Speech and Signal Processing

6-11 June 2021 • Toronto, Ontario, Canada

Extracting Knowledge from Information
Login Paper Search My Schedule Paper Index Help

My ICASSP 2021 Schedule

Note: Your custom schedule will not be saved unless you create a new account or login to an existing account.
  1. Create a login based on your email (takes less than one minute)
  2. Perform 'Paper Search'
  3. Select papers that you desire to save in your personalized schedule
  4. Click on 'My Schedule' to see the current list of selected papers
  5. Click on 'Printable Version' to create a separate window suitable for printing (the header and menu will appear, but will not actually print)

Paper Detail

Paper IDAUD-18.5
Paper Title Multi-Delay Sparse Approach to Residual Crosstalk Reduction for Blind Source Separation
Authors Satoru Emura, Hiroshi Sawada, Shoko Araki, Noboru Harada, NTT Corporation, Japan
SessionAUD-18: Audio and Speech Source Separation 5: Source Separation
LocationGather.Town
Session Time:Thursday, 10 June, 13:00 - 13:45
Presentation Time:Thursday, 10 June, 13:00 - 13:45
Presentation Poster
Topic Audio and Acoustic Signal Processing: [AUD-SEP] Audio and Speech Source Separation
Abstract For reducing residual crosstalk in the output of blind source separation, we propose a frequency-domain post-filtering method that uses a multi-delay model of complex-valued residual crosstalk and sparsifies the estimates of the source signals. We formulate the reduction of residual crosstalk as an optimization problem using ℓ 1 norm and solve it using the alternating direction method of multiplier. The proposed method improved the source-to-interference ratio from 17.8 to 20.5 dB and the source-to-distortion ratio from 10.2 to 11.3 dB when it was combined with a brute-force solver of FastICA and reverberation time T 60 was 300 ms.