نتایج جستجو برای: تخمینزنندههای پانل پویای gmm آرنالو بوند
تعداد نتایج: 11319 فیلتر نتایج به سال:
The paper considers text independent speaker identification over the telephone using short training and testing data. Gaussian Mixture Modeling (GMM) is used in the testing phase, but the parameters of the model are taken from clusters obtained for the training data by an adequate choice of feature vectors and a distance measure without optimization in the maximum likelihood (ML) sense. This di...
This paper proposes a new mapping method combining GMM and codebook mapping methods to transform spectral envelope for voice conversion system. After analyzing overly smoothing problem of GMM mapping method in detail, we propose to convert the basic spectral envelope by GMM method and convert envelope-subtracted spectral details by GMM and phone-tied codebook mapping method. Objective evaluatio...
This paper presents a new approach to modeling speech spectra and pitch for text-independent speaker identification using Gaussian mixture models based on multi-space probability distribution (MSD-GMM). The MSD-GMM allows us to model continuous pitch values for voiced frames and discrete symbols representing unvoiced frames in a unified framework. Spectral and pitch features are jointly modeled...
Impressive progress has been recently witnessed on deep unsupervised clustering and feature disentanglement. In this paper, we propose a novel method top of one recent architecture with explanation Gaussian mixture model (GMM) membership, accompanied by GMM loss to enhance the clustering. The is optimized explicitly computed parameters under our coupled inspired framework. Specifically, takes a...
در نظریه های جدید اقتصاد بین الملل، بحث هم حرکتی ادوار تجاری و عوامل اثرگذار بر آن برای ایجاد و توسعه موافقتنامه های تجارت منطقه ای کشورها اهمیت دارد به طوری که امکان تشکیل یک منطقه بهینه پولی را فراهم می آورد. هدف مقاله حاضر، بررسی مهم ترین عوامل مؤثر بر هم حرکتی پویای ادوار تجاری ایران و اعضای اکو با استفاده از یک شاخص همبستگی پویا در دوره زمانی 2012-1993 و با استفاده از رویکرد system gmm است...
دستیابی به اهداف هزاره توسعه از قبیل رشد اقتصادی پایدار، کاهش فقر و افزایش توسعه انسانی جزء اولویتهای سیاست گذاران در اغلب کشورهاست. یکی از این اهداف، بهبود وضعیت توسعه انسانی است که به عنوان شاخصی برای مقایسه سطح رفاه استفاده میگردد. این مطالعه قصد دارد تا با استفاده از دادههای سالیانه کشورهای منتخب عضو منا درطی دوره 2012-2000 و با به کارگیری دادههای پانل پویا و برآوردگرهای روش گشتاورهای ت...
The Gaussian mixture modeling (GMM) techniques are increasingly being used for both speaker identification and verification. Most of these models assume diagonal covariance matrices. Although empirically any distribution can be approximated with a diagonal GMM, a large number of mixture components are usually needed to obtain a good approximation. A consequence of using a large GMM is that its ...
The generalized method of moments (GMM) is a very popular estimation and inference procedure based on moment conditions. When likelihood-based methods are difficult to implement, one can often derive various moment conditions and construct the GMM objective function. However, minimization of the objective function in the GMM may be challenging, especially over a large parameter space. Due to th...
The recently proposed “generalized min-max” (GMM) kernel [9] can be efficiently linearized, with direct applications in large-scale statistical learning and fast near neighbor search. The linearized GMM kernel was extensively compared in [9] with linearized radial basis function (RBF) kernel. On a large number of classification tasks, the tuning-free GMM kernel performs (surprisingly) well comp...
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