<?xml version="1.0" encoding="UTF-8"?><xml><records><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>47</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Zhang, Shuang</style></author><author><style face="normal" font="default" size="100%">Xihong Wu</style></author><author><style face="normal" font="default" size="100%">Tianshu Qu</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Sparse Autoencoder Based Multiple Audio Objects Coding Method</style></title><secondary-title><style face="normal" font="default" size="100%">146 AES Convention</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">http://www.aes.org/e-lib/browse.cfm?elib=20305</style></url></web-urls></urls><pub-location><style face="normal" font="default" size="100%">Dublin, Ireland</style></pub-location><pages><style face="normal" font="default" size="100%">10172</style></pages><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">The traditional multiple audio objects codec extracts the parameters of each object in the frequency domain and produces serious confusion because of high coincidence degree in subband among objects. This paper uses sparse domain instead of frequency domain and reconstruct audio object using the binary mask from the down-mixed signal based on the sparsity of each audio object. In order to overcome high coincidence degree of subband among different audio objects, the sparse autoencoder neural network is established. On this basis, a multiple audio objects codec system is built up. To evaluate this proposed system, the objective and subjective evaluation are carried on and the results show that the proposed system has the better performance than SAOC.</style></abstract></record></records></xml>