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基于多领域条件生成的语音情感转换
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作者 姚文翰 柯登峰 +3 位作者 黄良杰 胡睿欣 项敏特 张劲松 《郑州大学学报(理学版)》 CAS 北大核心 2023年第5期67-72,共6页
语音情感转换是在不改变话者声纹、语义的情况下,将一种情感语音转换成另一种情感语音的技术,本质是实现语音的风格迁移。主流的风格迁移技术有对抗生成技术(如CycleGAN,StarGAN)和实例规一化技术(如IN,CIN)。CIN相对于IN添加了均值方... 语音情感转换是在不改变话者声纹、语义的情况下,将一种情感语音转换成另一种情感语音的技术,本质是实现语音的风格迁移。主流的风格迁移技术有对抗生成技术(如CycleGAN,StarGAN)和实例规一化技术(如IN,CIN)。CIN相对于IN添加了均值方差选择性模块,具有更强的风格迁移能力。提出了将StarGAN和CIN结合的语音情感转换模型CIN-StarGAN,将CIN模块嵌入到StarGAN生成器。在ESD数据集上的实验结果表明,CINStarGAN比基于CycleGAN的情感转换模型收敛速度快28%,具有较好的风格转换能力。在多领域情感转换方法上具有潜在研究价值。 展开更多
关键词 语音情感转换 域转换 条件实例归一化 生成对抗网络
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Steganography algorithm for adaptive multi-rate wideband speech based on algebraic codebook search
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作者 Ruan Ye Xu Yanyan +1 位作者 ke dengfeng Su Kaile 《The Journal of China Universities of Posts and Telecommunications》 EI CSCD 2018年第3期71-79,共9页
With the popularity of adaptive multi-rate wideband( AMR-WB) audio in mobile communication,many AMRWB based techniques,such as a similar compression architecture to transmit secret information during the process of co... With the popularity of adaptive multi-rate wideband( AMR-WB) audio in mobile communication,many AMRWB based techniques,such as a similar compression architecture to transmit secret information during the process of compression,were proposed to transmit covert messages. However,if a sender does not have the original waveform audio format( WAV) audio,the architecture cannot be used. In this paper,a new covert message method,which takes effect after WAV audio is compressed into AMR-WB speech,is proposed. This method takes advantage of algebraic codebook search. Aiming at improving speed and reducing search space,it does not perform algebraic codebook search using the optimal search algorithm,and it does not reach the positions of non-zero pulses via depth-first tree search that characterizes the energy of audio. According to the features of search methods and the codebook index construction, every track in each subframe is analyzed to find the proper positions for embedding secret information. Experimental results show that the proposed method has satisfactory capacity and simplicity regardless of compression process. 展开更多
关键词 码本搜索 搜索算法 代数学 电报 宽带 隐写术 压缩过程 波形声音
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