An Investigation of Implementation and Performance Analysis of DNN Based Speech Synthesis System

来源 :第七届国际博士生论坛暨青年教师发展研讨会 | 被引量 : 0次 | 上传用户:netcapo
下载到本地 , 更方便阅读
声明 : 本文档内容版权归属内容提供方 , 如果您对本文有版权争议 , 可与客服联系进行内容授权或下架
论文部分内容阅读
  Deep Neural Network(DNN),which can model hierarchical and complex relationship between input and output layer has recently been applied in speech synthesis.However,it is remained uncertain why DNN outperform traditional HMM based synthesis.This paper describes several implementation details of DNN-based speech synthesis system and compares different impacting factors,e.g,F0 modeling method and adding BAP feature.DNN-based system are further investigated and in particular Continuous F0 HMM(CF-HMM)is taken as the baseline to compare with DNN-based system,as it has more similar input and output features with DNN-based system.
其他文献
  Avionics Full Duplex switched Ethernet(AFDX)is a real-time Aircraft Data Network(ADN).Sporadic messages with known deadlines to respect but without any urge
会议
目的建立小鼠巨细胞病毒(murine cytomegalovirus,MCMV)经鼻腔感染同种异型皮肤移植BALB/c小鼠急性间质性肺炎模型。方法(一)建立同种异型皮肤移植BALB/c小鼠模型:采用21只供
  We have previously developed a Fishervoice framework that maps the JFA-mean supervectors into a compressed discriminant subspace using nonparametric Fishers
会议
聚乙二醇(Polyethylene Glycol,PEG)修饰技术在蛋白质和多肽药物制剂研究中获得了成功应用,在医药领域受到越来越多的重视。本论文针对现有的胰高血糖素样肽-1(Glucagon-like P
  Tracking-by-learning strategies have effectively solved many challenging problems for visual tracking.When labeled samples are limited,the learning performa
会议
  Detection of salient objects from images is gaining increasing research interest in recent years as it can substantially facilitate a wide range of content-
会议
目前土壤缺磷是全球普遍存在的问题,我国1.07亿公顷农田中大约有2/3严重缺磷,因此土壤缺磷成为了限制作物增产的主要原因之一。在低磷供应下,减少磷肥的大量施用同时维持可观的
进入21世纪以来,环境、资源及能源的保护研究与技术开发的要求越来越强烈,人们在研发材料的过程中,追求性能的同时也对其环境友好性提出了要求,可生物降解材料的应用受到了空
  The Federal Communications Commission(FCC)released the final rule to approve of TV white spaces(TVWS),i.e.,locally vacant TV channels,for unlicensed use in
会议
  To provide city express service more efficiently,we design a solution for existing dynamic logistic system which combines the spatial database techniques an
会议