ID 原文 译文
40296 语音的电子伪装是指采用变声设备或语音处理软件改变说话人的个性特征,以达到故意隐藏该说话人身份的目的。 Electronic voice disguise refers to hiding the identity of a speaker by voice changing equipment or voice processing software.
40297 电子伪装语音还原是指通过技术手段将伪装语音变回原声,这对基于语音的身份鉴别有重要意义。 The restoration of disguised voice refers to changing it back to its original version, which is of great significance for speaker identification.
40298 本文将频域和时域伪装语音的还原问题抽象为伪装因子的估计问题,通过基于i-vector的自动说话人确认方法估计伪装因子,并引入对称变换进一步提高估计效果。 This paper first models the restoration of disguised voices as the estimation of disguising factors in both frequency and time domains.The estimation of disguising factor is made by automatic speaker verification using i-vector.Symmetric transformation is proposed to improve the performance on parameter estimation.
40299 该方法借助于i-vector的噪声鲁棒性,提高了真实含噪场景下伪装因子的估计精度,从而改进了噪声条件下电子伪装语音的还原效果。 By virtue of the noise robustness of i-vector, the proposed method improves the estimation accuracy of the disguising factor in the real noisecontaining scene, thereby improving noise robust restoration effect of electronic disguised voice.
40300 在干净语音库TIMIT上训练i-vector并在含噪语音库VoxCeleb1上对本文方法进行测试,结果表明,伪装因子估计的错误率从基线系统的9.19%降低为4.49%,还原语音在自动说话人确认等错误率和听觉感知方面也取得了提升。 Evaluation results on noisy speech library VoxCeleb1 of the trained model on clean speech library TIMIT demonstrated good performance of the approach by reducing the error rate from 9.19% to 4.49%. The quality of the restored voice is also improved in the aspects of automatic speaker verification and auditory perception.
40301 针对室内环境中WiFi信号强度易受外界干扰,其不稳定性使得在指纹数据库中进行匹配时准确性较低,定位精度不高的问题, For indoor environment, the WiFi signal strength is susceptible to external interference. Due to its instability, the accuracy of matching in the fingerprint database is low and the positioning accuracy is not high.
40302 提出一种基于室内指纹定位的优化算法。 An optimization algorithm based on indoor fingerprint positioning is proposed.
40303 该算法分别对指纹数据库和匹配算法进行优化。 This algorithm optimizes the fingerprint database and matching algorithm.
40304 数据库优化采用限幅和滑动平均滤波进行预处理, Database optimization uses limiting and moving average filtering for pre-processing.
40305 并根据室内环境分配采样点所属区域编号,构建多维指纹数据库; According to the indoor environment, assign the ID of the area to which the sampling point belongs to build a multidimensional fingerprint database.