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LP-based over-sampled subband adaptive noise canceller for speech enhancement in diffuse noise fields

Khorram, S ; Sharif University of Technology | 2008

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  1. Type of Document: Article
  2. DOI: 10.1109/ICOSP.2008.4697093
  3. Publisher: 2008
  4. Abstract:
  5. Adaptive Noise Cancellers (ANCs) do not provide sufficient noise reduction in the diffuse noise fields. In this paper, a new hybrid structure is proposed as a solution to this problem. The proposed system is a combination of two subsystems, an ANC and a new multistage post-filter. The post-filter is based on linear prediction (LP) and attempts to extract speech component by using intermediate ANC signals. The system is implemented on an over-sampled DFT filterbank with different analysis and synthesis prototype filters. The experimental results using various quality measures show that the proposed system is superior to both the subband ANC and subband LP based speech enhancement systems.1 © 2008 IEEE
  6. Keywords:
  7. Adaptive noise canceller ; Analysis and synthesis ; Diffuse noise ; Hybrid structure ; Linear prediction ; Noise reductions ; Postfilter ; Prototype filters ; Quality measures ; Speech enhancement system ; Sub-band ; Signal processing ; Speech enhancement ; Spurious signal noise ; Microphones
  8. Source: 2008 9th International Conference on Signal Processing, ICSP 2008, Beijing, 26 October 2008 through 29 October 2008 ; 2008 , Pages 157-161 ; 9781424421794 (ISBN)
  9. URL: https://ieeexplore.ieee.org/document/4697093