Title :
Evaluation of a model for voice enhancement system of two channels
Author :
Hernandez, Roberto ; Rodriguez, Roberto ; Garcia, V. Hernendez ; Sosa, J.C.
Author_Institution :
Inst. Politec. Nac., Tijuana, Mexico
Abstract :
A dual channel system for speech enhancement is proposed and evaluated under babbling noise. A two stage dual channel structure of adaptive filters is used with different microphones, one directional for receiving the desired signal and the other omni directional for receiving the ambient noise which for this model is mainly babbling. Simple Root Mean Square (RMS), Itakura-Saito Distance (ISD) and subjective evaluation tests are made in order to ease comparisons. Using a simple adaptive filter, it is not enough to reduce background noise while maintaining the intelligibility of enhanced speech. Therefore, a noise emphasizing channel is used in order to achieve a better noise canceling. This work is done as precedent for the implementation of a system capable of diminish the noise from voices different than the target by using adaptive filter structures offering good results but small enough to be embedded in hearing aid devices.
Keywords :
adaptive filters; signal denoising; speech enhancement; speech intelligibility; ISD; Itakura-Saito distance; RMS; adaptive filter structures; ambient noise; babbling noise; background noise reduction; dual channel system; enhanced speech intelligibility; hearing aid devices; microphones; noise cancellation; noise emphasizing channel; root mean square; speech enhancement; subjective evaluation tests; two stage dual channel structure; voice enhancement system; Adaptation models; Adaptive filters; Least squares approximation; Noise measurement; Noise reduction; Signal to noise ratio; Speech enhancement; adaptive filter; hearing aids; speech enhancement; speech processing;
Journal_Title :
Latin America Transactions, IEEE (Revista IEEE America Latina)
DOI :
10.1109/TLA.2012.6418122