In this work, a uniﬁed system for voice activity detection (VAD) and speech enhancement is proposed. In the proposed system, there is mutual exchange of information between VAD and speech enhancement blocks. A new, robust and low complexity VAD algorithm is implemented for the VAD block of the uniﬁed system. The newly proposed VAD algorithm uses a periodicity measure and an energy measure obtained from spectral energy distribution and spectral energy diﬀerence of the input speech data. For the speech enhancement block, the Modiﬁed Wiener Filtering (MWF) algorithm is utilized. It has been shown that the utilization of information exchange between the VAD and MWF algorithms in the uniﬁed system increases the performance of both algorithms and the proposed uniﬁed system improves the robustness of a speech recognition system signiﬁcantly. Both of the enhanced algorithms are non-iterative. Therefore, the proposed uniﬁed system is computationally attractive for real-time applications.
|Number of Pages||136|
|Book Type||Electronics & communications engineering|
|Country of Manufacture||India|
|Product Brand||LAP LAMBERT Academic Publishing|
|Product Packaging Info||Box|
|In The Box||1 Piece|
|Product First Available On ClickOnCare.com||2015-10-08 00:00:00|