A circular microphone arrays (CMA) with a vertical logarithmic-spacing linear array (LLA) extension is proposed in this paper for localizing sources and separating signals emanated from those sources. A one-stage approach and a two-stage approach are suggested. In the one-stage method, localization and separation are accomplished at one shot. An underdetermined system is formulated and solved by using compressive sensing (CS) techniques such as convex optimization, the focal underdetermined system solver (FOCUSS). In the two-stage method, however, localization is first carried out by minimum power distortionless response (MPDR) algorithm, followed by separation using Tikhonov regularization (TIKR) on the basis of the estimated source bearings. To validate the proposed hybrid array and the localization and separation methods, a three-dimensionally printed circular array comprised of a 24-element CMA and an 8-element LLA is constructed. Perceptual evaluation of speech quality (PESQ) test and a subjective listening test are also undertaken.
|出版狀態||Published - 12月 2017|
|事件||46th International Congress and Exposition on Noise Control Engineering: Taming Noise and Moving Quiet, INTER-NOISE 2017 - Hong Kong, China|
持續時間: 27 8月 2017 → 30 8月 2017
|Conference||46th International Congress and Exposition on Noise Control Engineering: Taming Noise and Moving Quiet, INTER-NOISE 2017|
|期間||27/08/17 → 30/08/17|