001468534 000__ 04197cam\\22006377i\4500
001468534 001__ 1468534
001468534 003__ OCoLC
001468534 005__ 20230707003255.0
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001468534 007__ cr\cn\nnnunnun
001468534 008__ 230607s2023\\\\si\\\\\\ob\\\\000\0\eng\d
001468534 019__ $$a1380993407$$a1381096899
001468534 020__ $$a9789819908271$$q(electronic bk.)
001468534 020__ $$a9819908272$$q(electronic bk.)
001468534 020__ $$z9819908264
001468534 020__ $$z9789819908264
001468534 0247_ $$a10.1007/978-981-99-0827-1$$2doi
001468534 035__ $$aSP(OCoLC)1381361086
001468534 040__ $$aGW5XE$$beng$$erda$$epn$$cGW5XE$$dYDX$$dEBLCP
001468534 049__ $$aISEA
001468534 050_4 $$aQA76.9.N38
001468534 08204 $$a006.3/5$$223/eng/20230607
001468534 1001_ $$aTan, Xu,$$eauthor.
001468534 24510 $$aNeural text-to-speech synthesis /$$cXu Tan.
001468534 264_1 $$aSingapore :$$bSpringer,$$c2023.
001468534 300__ $$a1 online resource (201 pages) :$$billustrations (black and white).
001468534 336__ $$atext$$btxt$$2rdacontent
001468534 337__ $$acomputer$$bc$$2rdamedia
001468534 338__ $$aonline resource$$bcr$$2rdacarrier
001468534 4901_ $$aArtificial intelligence : foundations, theory, and algorithms
001468534 504__ $$aIncludes bibliographical references.
001468534 5050_ $$aChapter 1. Introduction -- Part 1. Preliminary -- Chapter 2. Basics of Spoken Language Processing -- Chapter 3. Basics of Deep Learning -- Part 2. Key Components in TTS -- Chapter 4. Text Analyses -- Chapter 5. Acoustic Models -- Chapter 6. Vocoders -- Chapter 7. Fully End-to-End TTS -- Part 3. Advanced Topics in TTS -- Chapter 8. Expressive and Controllable TTS -- Chapter 9. Robust TTS -- Chapter 10. Model-Efficient TTS -- Chapter 11. Data-Efficient TTS -- Chapter 12. Beyond Text-to-Speech Synthesis -- Part 4. Summary and Outlook -- Chapter 13. Summary and Outlook.
001468534 506__ $$aAccess limited to authorized users.
001468534 520__ $$aText-to-speech (TTS) aims to synthesize intelligible and natural speech based on the given text. It is a hot topic in language, speech, and machine learning research and has broad applications in industry. This book introduces neural network-based TTS in the era of deep learning, aiming to provide a good understanding of neural TTS, current research and applications, and the future research trend. This book first introduces the history of TTS technologies and overviews neural TTS, and provides preliminary knowledge on language and speech processing, neural networks and deep learning, and deep generative models. It then introduces neural TTS from the perspective of key components (text analyses, acoustic models, vocoders, and end-to-end models) and advanced topics (expressive and controllable, robust, model-efficient, and data-efficient TTS). It also points some future research directions and collects some resources related to TTS. This book is the first to introduce neural TTS in a comprehensive and easy-to-understand way and can serve both academic researchers and industry practitioners working on TTS.
001468534 588__ $$aDescription based on print version record.
001468534 650_0 $$aNatural language processing (Computer science)
001468534 650_0 $$aSpeech synthesis.
001468534 650_0 $$aNeural networks (Computer science)
001468534 650_0 $$aText-to-speech software.
001468534 655_0 $$aElectronic books.
001468534 77608 $$iPrint version:$$aTAN, XU.$$tNEURAL TEXT-TO-SPEECH SYNTHESIS.$$d[Place of publication not identified] : SPRINGER VERLAG, SINGAPOR, 2023$$z9819908264$$w(OCoLC)1369518019
001468534 830_0 $$aArtificial intelligence : foundations, theory, and algorithms.
001468534 852__ $$bebk
001468534 85640 $$3Springer Nature$$uhttps://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-981-99-0827-1$$zOnline Access$$91397441.1
001468534 909CO $$ooai:library.usi.edu:1468534$$pGLOBAL_SET
001468534 980__ $$aBIB
001468534 980__ $$aEBOOK
001468534 982__ $$aEbook
001468534 983__ $$aOnline
001468534 994__ $$a92$$bISE