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傣语是傣族人民使用的语言，目前仅在中国云南就有近120万人口使用。研究傣语语音合成对推进傣语信息化具有重要意义。本文以开发应用系统为目标，研究了基于HMM框架的傣语语音合成系统的实现方法，并详细阐述了语料收集与挑选、录音、文本归一化、自动分词、文本罗马化与标注、上下文属性与问题集设计、HMM训练以及产生合成语音等模块的实现方法。实验结果表明，采用本文的合成方法，其合成语音有较好的可懂度，而其自然度...
Extensions to HMM-based Statistical Word Alignment Models
HMM-based Statistical Word Alignment Models
2015/6/12
This paper describes improved HMM-based word level alignment models for statistical machine translation. We present a method for using part of speech tag information to improve alignment accuracy, and...
Style & Topic Language Model Adaptation Using HMM-LDA.
Semantic Understanding by Combining Extended CFG Parser with HMM Model
Data Labeling Spoken Language Processing
2015/3/9
This paper presents a method for extracting both syntactic
and semantic tags. An extended CFG parser works in
conjunction with an HMM model, which handles unknown
words and partially known words...
Style & Topic Language Model Adaptation Using HMM-LDA
Style & Topic Language Model Adaptation HMM-LDA
2014/11/27
Adapting language models across styles and topics, such as for lecture transcription, involves combining generic style models with topic-specific content relevant to the target document. In this work,...
A NEW METHOD USED IN HMM FOR MODELING FRAME CORRELATION
NEW METHOD USED HMM MODELING FRAME CORRELATION
2013/6/27
In this paper we present a novel method to incorporate temporal correlation into a speech recognition system based on conventional hidden Markov model (HMM). In our new model the probability of the cu...
NON-LINEAR PROBABILITY ESTIMATION METHOD USED IN HMM FOR MODELING FRAME CORRELATION
NON-LINEAR PROBABILITY ESTIMATION METHOD USED HMM MODELING FRAME CORRELATION
2013/6/27
In this paper we present a novel method to incorporate temporal correlation into a speech recognition system based on HMM. An obvious way to incorporate temporal correlation is to condition the probab...