HMM-based Speech Synthesis: Fundamentals and Its Recent AdvancesZhenHua Ling
- I - 基于HMM的语音合成技术研究 Research on Speech Synthesis Technology Based on HMM 摘 要 语音合成技术是一种将计算机等电子设备中存储或输入的文本信息转换 为对应音频的一种技术,是机器与人类交互的一种方法,语言是人类最习惯的 沟通方式,所以语音交互相比于其他交互方式如文字交互,动作交互更加方便, 自然...
以及范围更广的介绍，可参考Keiichi Tokuda, et al. Speech Synthesis Based on Hidden Markov Models....
[0] Keiichiro Oura, Ayami Mase, Yoshihiko Nankaku, and Keiichi Tokuda”PITCH ADAPTIVE TRAINING FOR HMM-BASED SINGING VOICE SYNTHESIS” [1] T. Yoshimura, K. Tokuda, T. Masuko, T. Kobayashi, and T. Kitamura, “Simultaneous modeling of spectrum, pitch and duration in HMM-based speech synthes...
synthesisHMMMDCTOverlap-and-addMel-cepstralanalysisHidden Markov model (HMM) based text-to-speech (TTS) has become one of the most promising approaches, as it has proven to be a particularly flexible and robust framework to generate synthetic speech. However, several factors such as mel-cepstral...
概述 ＨＭＭ介绍ＴｒａｉｎａｂｌｅＴＴＳ技术框架 ＴｒａｉｎａｂｌｅＴＴＳ技术改进 3 一：概述 一：根据人类语言功能的不同层次，语言合成可以分为三类层次，它们是：(1)按规则从文字到语音的合成（Text-To-Speech）(2)按规则从概念到语音的合成（Concept-To-Speech）(3)按规则从意向到...
based Speech Synthesis System for Blizzard Challenge 2005”, InterSpeech2005 [2] R. Donovan and E. Eide, “THE IBM TRAINABLE SPEECH SYNTHESIS SYSTEM”, ICSLP1998 * 自左到右无跳转HMM模型 转移概率矩阵A=[aij], i+1=j=i 观察概率矩阵B=[bi(·)] 初始概率矩阵π Speech Database Speech Alignment...
关键词:计算机应用;中文信息处理;语音合成;HMM;可训练语音合成;时长模型中图分类号:TP391 文献标识码:AHMM2basedTrainableSpeechSynthesisforChineseWUYi2jian,WangRen2hua(UniversityofScienceandTechnologyofChina(USTC),Hefe,iAnhui230026,China)Abstract:Inthispaper,theHMM2basedtrainablespeechsynthesiswasappliedfor...
摘要 语音合成是人机交互的关键技术之一。随着电子计算机的迅猛发展，语音合成技术由早期的基于拼接调整合成，逐渐发展为目前基于参数的语音合成技术。本文主要是对隐马尔可夫模型(HMM)在基于参数的语音合成系统中的应用方面进行了研究和探索。本文的主要研究工作如下:首先，基于对现有语音自动切分技术框架的分析，提出了不定...
[7] K. Tokuda, Y. Nankaku, T. Toda, H. Zen,J. Yamagishi, and K. Oura, Speech Synthesis Based on Hidden Markov Models, ,vol. 101, no. 5, pp. 1234-1252, 2013. [8] R. Sasikumar and V. Kalpana, HiddenMarkov Model in Biological Sequence Analysis A Systematic Review, International...