عنوان

Source modeling techniques for quality enhancement in statistical parametric speech synthesis /

شابک

3030027597

شابک

3030027600

شابک

9783030027599

شابک

9783030027605

شابک اشتباه

3030027589

شابک اشتباه

9783030027582

عنوان اصلي

Source modeling techniques for quality enhancement in statistical parametric speech synthesis /

نام عام مواد

[Book]

نام نخستين پديدآور

K. Sreenivasa Rao, N.P. Narendra.

محل نشرو پخش و غیره

Cham :

نام ناشر، پخش کننده و غيره

Springer,

تاریخ نشرو بخش و غیره

[2019]

نام خاص و کميت اثر

1 online resource (145 pages)

عنوان فروست

SpringerBriefs in Speech Technology

متن يادداشت

Includes bibliographical references and index.

متن يادداشت

Intro; Preface; Contents; Acronyms; 1 Introduction; 1.1 Introduction; 1.2 Speech Synthesis Methods; 1.2.1 Formant Synthesis; 1.2.2 Articulatory Synthesis; 1.2.3 Concatenative Synthesis; 1.2.4 Statistical Parametric Speech Synthesis; 1.2.5 Hybrid Synthesis Methods; 1.3 Objectives and Scope of the Work; 1.4 Contributions of the Book; 1.4.1 Robust Voicing Detection and F0 Estimation Method; 1.4.2 Parametric Approach of Modeling the Excitation Signal; 1.4.3 Hybrid Approach of Modeling the Excitation Signal; 1.4.4 Generation of Creaky Voice; 1.5 Organization of the Book; References

متن يادداشت

2 Background and Literature Review2.1 HMM-Based Speech Synthesis; 2.1.1 Hidden Markov Model; 2.1.2 System Overview; 2.1.3 Duration Modeling; 2.1.4 Decision Tree-Based Context Clustering; 2.1.5 Synthesis; 2.2 Voicing Detection and F0 Estimation: A Review; 2.3 Source Modeling Approaches: A Review; 2.4 Generation of Creaky Voice: A Review; 2.5 Summary; References; 3 Robust Voicing Detection and F0 Estimation Method; 3.1 F0 Modeling and Generation in HTS; 3.2 Proposed Method for Voicing Detection and F0 Estimation

متن يادداشت

3.2.1 Zero-Frequency Filtering Method for Detecting the Instants of Significant Excitation3.2.2 Voicing Detection; 3.2.3 Influence of Window Size on the Strength of Excitation; 3.2.4 F0 Estimation; 3.2.5 Performance Evaluation; 3.3 Implementation of the Proposed Voicing Detection and F0 Extraction in HTS Framework; 3.4 Evaluation; 3.4.1 Evaluation of Voicing Detection; 3.4.2 Subjective Evaluation; 3.5 Summary; References; 4 Parametric Approach of Modeling the Source Signal; 4.1 Parametric Source Modeling Method Based on Principal Component Analysis

متن يادداشت

4.1.1 Generation of Pitch-Synchronous Residual Frames4.1.2 Parameterization of Residual Frame Using PCA; 4.1.3 Speech Synthesis Using the Proposed PCA-Based Parametric Source Model; 4.1.4 Evaluation; 4.2 Parametric Source Modeling Method Based on the Deterministic and Noise Components of Residual Frames; 4.2.1 Analysis of Characteristics of Residual Frames; 4.2.2 Overview of Proposed Parametric Source Model; 4.2.3 Parameterization of Deterministic Component; 4.2.4 Parameterization of Noise Component

متن يادداشت

4.2.5 Speech Synthesis Using the Proposed Deterministic and Noise Component-Based Parametric Source Model4.2.6 Evaluation; 4.3 Summary; References; 5 Hybrid Approach of Modeling the Source Signal; 5.1 Optimal Residual Frame-Based Hybrid Source Modeling Method; 5.1.1 Computation of Optimal Residual Frame for a Phone; 5.1.2 Clustering the Optimal Residual Frames; 5.1.3 Speech Synthesis Using the Proposed Optimal Residual Frame-Based Hybrid Source Model; 5.1.4 Evaluation; 5.2 Time-Domain Deterministic Plus Noise Model-Based Hybrid Source Model

بدون عنوان

0

بدون عنوان

8

بدون عنوان

8

بدون عنوان

8

بدون عنوان

8

متن يادداشت

This book presents a statistical parametric speech synthesis (SPSS) framework for developing a speech synthesis system where the desired speech is generated from the parameters of vocal tract and excitation source. Throughout the book, the authors discuss novel source modeling techniques to enhance the naturalness and overall intelligibility of the SPSS system. This book provides several important methods and models for generating the excitation source parameters for enhancing the overall quality of synthesized speech. The contents of the book are useful for both researchers and system developers. For researchers, the book is useful for knowing the current state-of-the-art excitation source models for SPSS and further refining the source models to incorporate the realistic semantics present in the text. For system developers, the book is useful to integrate the sophisticated excitation source models mentioned to the latest models of mobile/smart phones.

منبع سفارش / آدرس اشتراک

Springer Nature

شماره انبار

com.springer.onix.9783030027599

عنوان

Source Modeling Techniques for Quality Enhancement in Statistical Parametric Speech Synthesis.

شماره استاندارد بين المللي کتاب و موسيقي

9783030027582

موضوع مستند نشده

Speech synthesis.

موضوع مستند نشده

Speech synthesis.

موضوع مستند نشده

TEC008000

موضوع مستند نشده

TTBM

موضوع مستند نشده

TTBM

موضوع مستند نشده

UYS

شماره

ويراست

شماره رده

نشانه اثر

مستند نام اشخاص تاييد نشده

Rao, K. Sreenivasa, (Krothapalli Sreenivasa)

مستند نام اشخاص تاييد نشده

Narendra, N. P.

تاريخ عمليات

20200823074600.0

قواعد فهرست نويسي ( بخش توصيفي )

pn

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y