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ICASSP '87. IEEE International Conference on Acoustics, Speech, and Signal Processing最新文献

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The dectalk system for German: A study of the modification of a text-to-speech converter for a foreign language 德语的十语系统:一种外语文本-语音转换器的改进研究
Pub Date : 1987-04-06 DOI: 10.1109/ICASSP.1987.1169464
G. Rigoll
This paper describes the development of the German version of the DECtalk system, which was originally designed for the American language by D.H. Klatt. The aim of this paper is not only to provide an overview on the problems and difficulties for German text-to-speech conversion, using the cascade/parallel formant synthesizer and on the use of new algorithms for parameter extraction, but also to provide a study of the modification procedure which is necessary to build a new language version for a text-to-speech system which was designed for a different, language. These experiences are important for the future design of multilingual text-to-speech systems because the modification from one language to another language gives automatically the answer to many questions which are interesting for the design of a multilingual system or at least a system which can be easily modified for another language. The paper describes the most important steps that have to be performed during the modification procedure, i.e. text normalization and letter-to-sound rules, description of the used synthesizer, description of the tools used for speech analysis and comparison of synthetic and natural speech, tuning of the stationary parts of the phonemes, transitions, prosodies and generation of different voices.
本文描述了DECtalk系统的德语版本的发展,该系统最初是由D.H. Klatt为美国语言设计的。本文的目的不仅是概述了使用级联/并行形成峰合成器进行德语文本到语音转换的问题和困难,以及使用新的参数提取算法,而且还提供了针对不同语言设计的文本到语音系统构建新语言版本所需的修改过程的研究。这些经验对于多语言文本到语音系统的未来设计很重要,因为从一种语言到另一种语言的修改自动给出了许多问题的答案,这些问题对于多语言系统的设计很有趣,或者至少是一个可以很容易地为另一种语言修改的系统。本文描述了在修改过程中必须执行的最重要的步骤,即文本规范化和字母到声音的规则,所使用的合成器的描述,用于语音分析和合成语音与自然语音比较的工具的描述,音素的固定部分的调谐,过渡,韵律和不同声音的生成。
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引用次数: 1
Symbolic representation and manipulation of signals 符号表示和信号的操作
Pub Date : 1987-04-06 DOI: 10.1109/ICASSP.1987.1169427
C. Myers
This paper discusses the symbolic representation and manipulation of signals and signal processing operations in computers. Symbolic representation and manipulation of signals, in contrast to numerical representation and manipulation, is the manipulation of signal properties and signal descriptions, rather than the computation of signal values. We identify three classes of symbolic manipulations of signals - symbolic manipulation of signal properties, rearrangement of signal processing expressions, and manipulation of abstract signal classes - and we describe the Extended Signal Processing Language and Interactive Computing Environment (E-SPLICE), a system for the symbolic manipulation of signals. Examples of the symbolic manipulation of signals are given, including expression simplification, generation of equivalent forms of an expression, the manipulation of signal properties, the measurement of computational cost, and the selection of signal processing algorithm implementation.
本文讨论了计算机中信号的符号表示和操作以及信号处理操作。与数字表示和操作相比,信号的符号表示和操作是对信号属性和信号描述的操作,而不是对信号值的计算。我们确定了三类信号的符号操作——信号属性的符号操作、信号处理表达式的重排和抽象信号类的操作——我们描述了扩展信号处理语言和交互计算环境(E-SPLICE),一个用于信号符号操作的系统。给出了信号符号处理的实例,包括表达式简化、表达式等价形式的生成、信号属性的处理、计算代价的测量以及信号处理算法实现的选择。
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引用次数: 4
Properties and generation of non-Gaussian time series 非高斯时间序列的性质和生成
Pub Date : 1987-04-06 DOI: 10.1109/ICASSP.1987.1169624
Don H. Johnson, P. Rao
It is shown that non-Gaussian time series require new analysis methods to extract their structure. Spectral analysis does not seem to provide the precise information required to analyze important aspects of a time series. The conditional expected value can, in simple cases, be related to Components of the Barrett-Lampard expansion, which provides a mathematical tool for determining the system which can generate the time series.
研究表明,非高斯时间序列需要新的分析方法来提取其结构。谱分析似乎不能提供分析时间序列重要方面所需的精确信息。在简单的情况下,条件期望值可以与巴雷特-兰帕德展开的分量相关,它提供了一个数学工具来确定可以生成时间序列的系统。
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引用次数: 6
Combined dynamic data analysis and process variable prediction approach for system fault detection 结合动态数据分析和过程变量预测的系统故障检测方法
Pub Date : 1987-04-06 DOI: 10.1109/ICASSP.1987.1169881
B. Upadhyaya, O. Glöckler, F. Wolvaardt
A fault detection approach based on the combination of the Generalized Consistency Check and the Sequential Probability Ratio Test is developed and applied for validation of signals from process sensors. The basic methodology requires at least triple redundancy of a given measurement from like sensors and analytical measurements. The separate measurement of the signal mean value and the random fluctuation improves the reliability of fault identification and signal reconstruction. The diagnostics of the source of anomaly in a sub-system is performed by multivariate autoregressive modeling of the process signals and the analysis of resulting signatures.
提出了一种基于广义一致性检验和序列概率比检验相结合的故障检测方法,并将其应用于过程传感器信号的验证。基本的方法要求至少三倍冗余的给定测量,如传感器和分析测量。信号均值和随机波动的分离测量提高了故障识别和信号重构的可靠性。子系统异常源的诊断是通过对过程信号进行多元自回归建模和对结果特征的分析来完成的。
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引用次数: 3
Adaptive filtering without a desired signal 无期望信号的自适应滤波
Pub Date : 1987-04-06 DOI: 10.1109/ICASSP.1987.1169735
L. Griffiths, M. Rude
In least-squares estimation problems, a desired signald(n)is estimated using a linear combination of L successive data samples, [x(n), x(n - 1), . . . , x(n-L+1)]. The weight set Woptwhich minimizes the mean-square error betweend(n)and the estimate is given by the product of the inverse data covariance matrix and the cross-correlation between the data vector and the desired signal, i.e. the P-vector. For those cases in which time samples of both the desired and data vector signals are available, a variety of adaptive methods have been proposed which will guarantee that an iterative weight vectorW_{a}(n)converges (in some sense) to the optimal solution. Two which have been extensively studied are the recursive least-squares (RLS) method and the LMS gradient approximation approach. There are several problems of interest in the communication and radar environment in which the optimal least-squares weight set is of interest and in which time samples of the desired signal are not available. Examples can be found in array processing in which only the direction of arrival of the desired signal is known and in single channel filtering where the spectrum of the desired response is known a priori. One approach to these problems which has been suggested is the P-vector algorithm which is an LMS-like approximate gradient method. Although it is easy to derive the mean and variance of the weights which result with this algorithm, there has never been an identification of the corresponding underlying error surface which the procedure searches. The purpose of this paper is to suggest an alternative approach to providing adaptive solutions to problems in which samples ofd(n)are unavailable. The method is based on the use of linearly-constrained minimum mean-square error methods. The constraint used is simply that the inner product of the filter weights with the known P-vector must be unity. The criterion employed is then minimization of total output power, subject to this constraint. Once this problem has been formulated, it can be readily implemented in either scalar or multi-channel form using the Generalized Sidelobe Canceller method. Both LMS-like and RLS algorithms may be employed to update the coefficients.
在最小二乘估计问题中,使用L个连续数据样本的线性组合来估计期望信号(n), [x(n), x(n - 1),…]。x (n-L + 1)]。使end(n)与估计的均方误差最小的权值集wopt由数据逆协方差矩阵与数据向量与期望信号的相互关系的乘积,即p向量给出。对于期望和数据向量信号的时间样本都可用的情况,已经提出了各种自适应方法,这些方法将保证迭代权向量w_ {a}(n)收敛(在某种意义上)到最优解。其中得到广泛研究的两种方法是递推最小二乘(RLS)方法和LMS梯度逼近方法。在通信和雷达环境中,有几个令人感兴趣的问题,其中最优最小二乘权值集是感兴趣的,并且期望信号的时间样本是不可用的。例如,在阵列处理中,只知道期望信号到达的方向,在单通道滤波中,期望响应的频谱是先验已知的。解决这些问题的一种方法是p向量算法,这是一种类似lms的近似梯度方法。虽然该算法可以很容易地推导出权重的均值和方差,但却无法识别出该算法所搜索的相应的底层误差面。本文的目的是提出一种替代方法,为无法获得样本d(n)的问题提供自适应解决方案。该方法基于线性约束的最小均方误差方法。使用的约束很简单,即滤波器权重与已知p向量的内积必须是一致的。在此约束下,采用的准则是使总输出功率最小。一旦这个问题已经制定,它可以很容易地实现在标量或多通道形式使用广义旁瓣抵消方法。类lms算法和RLS算法都可以用于更新系数。
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引用次数: 4
A state-space approach to positive sequences 正序列的一种状态空间方法
Pub Date : 1987-04-06 DOI: 10.1109/ICASSP.1987.1169446
R. Vaccaro, Fu Li
The problem considered in this paper is the following: given a symmetric sequence{r_{j}}which is not positive, (i.e. its Fourier transform takes on negative values), find a positive sequence{bar{r}_{j}}which is a good approximation to{r_{j}}. This problem arises, for example, when{r_{j}}is an estimated covariance sequence which is not positive, and a positive covariance sequence is desired. A solution to the positivity problem is given which uses state-space models and a scaled algebraic Riccati equation.
本文考虑的问题是:给定一个非正的对称序列{r_{j}}(即它的傅里叶变换取负值),求一个与{r_{j}}近似的正序列{bar{r}_{j}}。例如,当{r_{j}}是一个估计的非正协方差序列,而期望一个正协方差序列时,就会出现这个问题。利用状态空间模型和缩放的代数Riccati方程给出了正性问题的解。
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引用次数: 3
Covariance and autocorrelation methods for vector linear prediction 向量线性预测的协方差和自相关方法
Pub Date : 1987-04-06 DOI: 10.1109/ICASSP.1987.1169517
Juin-Hwey Chen, A. Gersho
A novel least-squares formulation of the vector linear prediction (VLP) problem is presented. Based on this formulation, we develop two new design methods for obtaining the optimal vector predictor for frame-adaptive prediction: the covariance method and the autocorrelation method, which bear the names of the corresponding methods in scalar LPC analysis. Our formulation reveals several previously unrecognized properties of the resulting normal equation. Simulation results for VLP of speech waveforms confirm that the two proposed methods indeed give higher prediction gain than previously developed methods.
提出了向量线性预测(VLP)问题的一种新的最小二乘公式。在此基础上,我们提出了两种新的设计方法来获得帧自适应预测的最优向量预测器:协方差法和自相关法,这两种方法与标量LPC分析中相应的方法名称相同。我们的公式揭示了几个以前未被认识到的常规方程的性质。语音波形的VLP仿真结果证实了这两种方法的预测增益确实高于现有方法。
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引用次数: 15
Variable block-size image coding 可变块大小的图像编码
Pub Date : 1987-04-06 DOI: 10.1109/ICASSP.1987.1169563
J. Vaisey, A. Gersho
Current algorithms for the efficient coding of images generally employ one of two techniques: Vector Quantization or Transform Coding. Both of these methods are based on block coding, and the traditional algorithms require the partitioning of the original image into a number of, usually square, regions of uniform size. This paper explores techniques where the size of these regions, or blocks, is varied according to the local detail of the image. By isolating regions of differing detail, using a quad-tree based segmentation algorithm to control the size of the blocks, the low detail areas can be encoded at substantially lower rates than is otherwise possible. Satisfactory quality coding results are achieved at rates between 0.35 and 0.4 bpp; the actual rate depends on the image being encoded.
目前用于图像高效编码的算法通常采用两种技术之一:矢量量化或变换编码。这两种方法都是基于分块编码,传统的算法需要将原始图像划分为许多大小均匀的方形区域。本文探讨了这些区域或块的大小根据图像的局部细节而变化的技术。通过隔离不同细节的区域,使用基于四叉树的分割算法来控制块的大小,低细节区域可以以比其他方式低得多的速率编码。在0.35和0.4 bpp之间的速率下可以获得满意的编码质量结果;实际的速率取决于被编码的图像。
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引用次数: 132
Recognition of Cerebral Palsy speech: Technical method and a study of vowel consistency 脑瘫语音识别:技术方法与元音一致性研究
Pub Date : 1987-04-06 DOI: 10.1109/ICASSP.1987.1169507
J. Deller, D. Hsu, L. Ferrier
A method for recognition of speech of the nonverbal is presented. Results of the application of the procedure to simple utterances by cerebral palsied individuals and implications for an overall communications device are addressed.
提出了一种非语言语音识别方法。结果的应用程序,以简单的话语脑瘫患者和影响的整体通信设备进行了讨论。
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引用次数: 4
Efficient design of 2D multiplierless FIR filters by transformation 二维无乘法器FIR滤波器的变换设计
Pub Date : 1987-04-06 DOI: 10.1109/ICASSP.1987.1169483
S. Pei, Sy-Been Jaw
This paper deals with the design of 2D multiplierless FIR digital filters, first a special class of multiplierless 1D FIR filters are designed with coefficients which are a sum or difference of power-of-two, and then map it into 2D multiplierless FIR filters by McClellan transform; This technique has the advantage that it is very fast, because only a 1-D filter must be designed, also the hardware implementation for these 2D FIR filters is very attractive and efficient.
本文研究了二维无乘法器FIR数字滤波器的设计,首先设计了一类特殊的一维无乘法器FIR滤波器,其系数为2次幂的和或差,然后通过麦克莱伦变换将其映射为二维无乘法器FIR滤波器;该技术的优点是速度非常快,因为只需要设计一个一维滤波器,而且这些二维FIR滤波器的硬件实现非常有吸引力和效率。
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引用次数: 3
期刊
ICASSP '87. IEEE International Conference on Acoustics, Speech, and Signal Processing
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