位置：成果数据库 > 期刊 > 期刊详情页
嵌入式语音识别中一种高效的图搜索算法
  • 期刊名称：东南大学学报(自然科学版)
  • 时间：0
  • 页码：215-218
  • 语言：中文
  • 分类：TN912.34[电子电信—通信与信息系统;电子电信—信息与通信工程]
  • 作者机构：[1]中国科学院声学研究所中科信利语音实验室
  • 相关基金：国家高技术研究发展计划(863计划)资助项目(2006AA010102);国家科技支撑计划资助项目(2008BAI50B00);国家重点基础研究发展计划(973计划)资助项目(2004CB318106);国家自然科学基金资助项目(10874203,60875014,60535030)
  • 相关项目：口吃语音的自动评估和矫正方法研究
作者： 黎塔|潘接林|蔡尚|赵庆卫|颜永红|
关键词： 嵌入式语音识别, 双层图搜索, 单词拼读系统
中文摘要：

为了满足超大词表语法的识别任务在嵌入式语音识别系统上的应用,提出了一种高效的双层图搜索算法.该算法通过分离声学层和词法层来构建2层图搜索空间,其中声学层记录声学模型相关信息,词法层记录词表语法信息.利用这样简洁的搜索空间可以使语音识别的解码过程更加紧凑有效.在对比实验中,传统的基于前缀合并的状态树搜索算法的大词表嵌入式单词拼读系统作为基线系统.实验结果表明,与基线系统相比,所提出的双层图搜索算法在系统解码速度相对提高10%的情况下,系统的动态内存占用仅为基线的8%.通过使用所提出的双层图搜索算法,大大提高了大词表嵌入式单词拼读系统的效率,使其更适用于大多数嵌入式平台.

同期刊论文项目
腭裂代偿性发音的声学特征分析、建模和客观评估方法的研究
期刊论文 24 会议论文 15 专利 4
汉语与英语听感知差异机理及应用研究
期刊论文 88 会议论文 112 著作 1
口吃语音的自动评估和矫正方法研究
期刊论文 18 会议论文 14
同项目期刊论文
Development of a Mandarin-English Bilingual Speech Recognition System with Unified Acoustic Models
基于混合模型状态修正算法的非母语语音识别
An LVCSR Based Reading Miscue Detection System Using Knowledge of Reference and Error Patterns
最小方差无失真响应感知倒谱系数在说话人识别中的应用
成年口吃者流畅朗读中塞音的声学分析
多特征融合的英语口语考试自动评分系统的研究
用于语音识别置信度的发音特征各维度分析和子集优化
联合因子分析和稀疏表示在稳健性说话人确认中的应用
基于在线语音流的字幕自动生成系统算法研究与实现
英语篇章朗读质量的自动评分
用于版权管理的数字音频水印算法
语言声学与内容理解研究进展
Acoustic characteristics of stop consonants in fluent reading Chinese Putonghua speech of adult stutterers
幼儿腭裂术后语言发育与腭咽闭合功能恢复关系的研究
The effects of unrepaired cleft palate on early language development in Chinese infants
腭裂手术年龄对代偿性发音发生率的影响
最小方差无失真响应感知倒谱系数在说话人识别中的应用
多特征融合的英语口语考试自动评分系统的研究
Towards precise and robust automatic synchronization of live speech and its transcripts
用于语音识别置信度的发音特征各维度分析和子集优化
联合因子分析和稀疏表示在稳健性说话人确认中的应用
基于在线语音流的字幕自动生成系统算法研究与实现
英语篇章朗读质量的自动评分
用于版权管理的数字音频水印算法
一种基于共面圆的摄像机自标定算法
语言声学与内容理解研究进展
用于噪声鲁棒性语音识别的子带能量规整感知线性预测系数
波场合成中声像感知距离重建
Objective evaluation of cleft palate speech based on analyzing plosive consonants
细菌性脑膜炎致聋研究进展
外侧杏仁核在恐惧性条件化学习和记忆中的作用
基于网络的无监督MLLR?自适应算法实现及改进
Optimal?Time-Reversal?Focusing?by?an?Iterative?Least?Squares?Method
Perceptual?integration?between?target?speech?and?target-speech?reflection?reduces?masking?for?target
Both?frequency?and?interaural?delay?affect?ERP?responses?to?binaural?gap
An LVCSR Based Reading Miscue Detection System Using Knowledge of Reference
Automatic Singing Performance Evaluation for Untrained Singers
A two-element-microphone-array-based speech recognition system in vehicle environment
Discrimination between pathological normal voices using GMM-SVM approach
基于频率调制信息的人工耳蜗语音处理算法研究
语言声学进展及其应用
Precedence?effect-induced?enhancement?of?prepulse?inhibition?in?socially?reared?but?not?isolation-re
Auditory?frequency-following?responses?in?rat?ipsilateral?inferior?colliculus
The?dual-pathway?model?of?auditory?signal?processing
A?robust?real-time?decoder?using?memory-efficient?state?network
Automatic?language?identification?with?discriminative?language?characterization?based?on?SVM
Using SVM as Back-End Classifier for Language Identification
Robust?Speaker?Clustering?Using?Affinity?Propagation
Effective?Acoustic?Modeling?for?Pronunciation?Quality?Scoring?of?Strongly?Accented?Mandarin?Speech
Melody?Track?Selection?Using?Discriminative?Language?Model
The?effect?of?voice?cuing?on?releasing?Chinese?speech?from?informational?masking
The?experimental?investigation?on?the?reproduction?of?audible?sound?from?two?ultrasonic?beams
Effect?of?the?temporal?fine?structure?in?different?frequency?bands?on?Mandarin?tone?perception
Chronic?administration?of?clozapine?alleviates?reversal?learning?impairment?in?isolation?reared?rats
A Fast Calculation Method for the Scattered Sound Fields from Two Sound Beams Using the Gaussian-Bea
Generation of Audible Sound from Two Ultrasonic Beams with Dummy Head
Speech Enhancement Using Compact Microphone Array Applications in Distant Speech Acquisition
Development of a Mandarin-English Biligual Speech Recognition System with Unified Acoustic Models
Estimation?of?ICTD?in?Frequency?Sub-bands?Based?on?NDFT
Development?of?a?Mandarin-English?Bilingual?Speech?Recognition?System?for?Real?World?Music?Retrieval
“鸡尾酒会”环境中的知觉线索的去掩蔽作用
基于混合模型状态修正算法的非母语语音识别
基于听觉感知子带的自适应谷点形成算法
Fast?fuzzy?keyword?spotting?using?syllable?confusion?network
一种改进的基于层次聚类的说话人自动聚类算法
窄带的自同步音频水印算法
Ultrasonic Intruder Detection System for Home Security
Orthogonal Relief Algorithm for Feature Selection
The?influence?of?the?perceptual?or?fear?learning?on?rats’?prepulse?inhibition?induced?by?changes?in?
Distance-dependent Head-related Transfer Functions Measured with High Spatial Resolution Using a Spa
Emotional learning enhances stimulus-specific top-down modulation of sensorimotor gating in socially
Top-down modulation of prepulse inhibition the startle reflex in humans and rats
Detection of the break in interaural correlation is affected by interaural delay, aging, and center
Product HMM based training method for acoustic model with multiple size units
Target-Oriented?Acoustic?Radiation?Generation?Technique?for?Sound?Field?Control
The investigation of localized sound generation using two ultrasound beams
Speech?endpoint?detection?in?real?noise?environments
Auditory?fear?conditioning?modulates?prepulse?inhibition?in?socially-reared?rats?and?isolation-reare
Speech?Enhancement?Using?Improved?Adaptive?Null-?Forming?in?Frequency?Domain?with?Postfilter
Rapid?Adaptation?Based?on?Regression?Analysis
复杂噪声环境中的语音端点检测
一种任务域无关的语音关键词检测系统
Metabotropic?glutamate?subtype?5?receptors?modulate?fear-conditioning?induced?enhancement?of?prepuls
Auditory?evoked?responses?in?the?rat:?transverse?subdermal?electrodes?register?before?cochlear?nucle
Ultrasonic?auditory?evoked?response?recorded?in?the?rat’s?cochlear?nucleus
Human?Face?Classification?Using?Ultrasonic?Sonar?Imaging
Binaural?unmasking?of?frequency-following?responses?in?rat?amygdale
Product HMM-based training method for acoustic model with multiple-size units
The First International Symposium on Neurobehavioral Science in China (Editorial)
Simulated?phase-locking?stimulation:?an?improved?speech?processing?strategy?for?cochlear?implant
An?improved?cochlear?implant?strategy?incorporating?frequency?modulation?information
Using A Kind of Novel Phonotactic Information for SVM based Speaker Recognition
Metabotropic?glutamate?receptors?subtype?5?are?necessary?for?the?enhancement?of?auditory?evoked?pote
Rapid?calculations?of?the?scattered?sound?fields?generated?by?two?sound?beams
音频信号截幅失真的检测与修复
交叉对数似然度和贝叶斯信息判据的说话人聚类算法
基于人耳听觉模型的自动嗓音评估方法
汉语自然口语中声调识别的研究
中英双语混合语音识别研究
基于概念网络的短文本分类方法
汉语、英语听感知差异及适合汉语的人工耳蜗编码策略
特定领域的汉语语言模型平滑算法比较研究
一种基于联合源-滤波器模型优化的语音声门源模型估计方法
Cochlear implant signal processing algorithm based on frequency modulation