vi-HMM: a novel HMM-based method for sequence variant identification in short-read data

نویسندگان
چکیده

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

A novel discriminative method for HMM in automatic speech recognition

A novel discriminative method for estimating the parameters of Hidden Markov Models (HMMs) is described. In this method, the parameter values are chosen to ensure that the characteristics of each sound class can be maximally separated. Compared with the significant method known as the Maximum Mutual Information (MMI) estimation, the novel method represented in this paper adopts a new kind of cr...

متن کامل

A New Fast and Efficient HMM-Based Face Recognition System Using a 7-State HMM Along With SVD Coefficients

In this paper, a new Hidden Markov Model (HMM)-based face recognition system is proposed. As a novel point despite of five-state HMM used in pervious researches, we used 7-state HMM to cover more details. Indeed we add two new face regions, eyebrows and chin, to the model. As another novel point, we used a small number of quantized Singular Values Decomposition (SVD) coefficients as feature...

متن کامل

Eigenvoices for Hmm-based

This paper describes an eigenvoice technique for an HMMbased speech synthesis system which can synthesize speech with various voice qualities. In the eigenvoice technique, which has successfully been applied to fast speaker adaptation in an HMM based speech recognition, a large number of speaker dependent HMM sets are represented by a few parameters through a dimensionality reduction technique,...

متن کامل

A hierarchical F0 modeling method for HMM-based speech synthesis

The conventional state-based F0 modeling in HMM-based speech synthesis system is good at capturing micro prosodic features, but difficult to characterize long term pitch patterns directly. This paper presents a hierarchical F0 modeling method to address this issue. In this method, different F0 models are used to model the pitch patterns for different prosodic layers (including state, phone, syl...

متن کامل

A New HMM-Based Ensemble Generation Method for Numeral Recognition

A new scheme for the optimization of codebook sizes for HMMs and the generation of HMM ensembles is proposed in this paper. In a discrete HMM, the vector quantization procedure and the generated codebook are associated with performance degradation. By using a selected clustering validity index, we show that the optimization of HMM codebook size can be selected without training HMM classifiers. ...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Human Genomics

سال: 2019

ISSN: 1479-7364

DOI: 10.1186/s40246-019-0194-6