MARC details
| 000 -LEADER |
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| fixed length control field |
02267nam a2200337Ia 4500 |
| 000 - LEADER |
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| fixed length control field |
03060nam a22003735i 4500 |
| 001 - CONTROL NUMBER |
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| control field |
978-981-99-0827-1 |
| 003 - CONTROL NUMBER IDENTIFIER |
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| control field |
DE-He213 |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20240319120915.0 |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
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| fixed length control field |
cr nn 008mamaa |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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230529s2023 si | s |||| 0|eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9789819908271 |
| -- |
978-981-99-0827-1 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER |
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| Classification number |
6.35 |
| 100 ## - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Tan, Xu. |
| 9 (RLIN) |
32228 |
| 245 ## - TITLE STATEMENT |
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| Title |
Neural Text-to-Speech Synthesis |
| Statement of responsibility, etc. |
by Xu Tan. |
| Medium |
[electronic resource] / |
| 250 ## - EDITION STATEMENT |
|---|
| Edition statement |
1st ed. 2023. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. |
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| Place of publication, distribution, etc. |
Singapore |
| Name of publisher, distributor, etc. |
Springer Nature Singapore |
| Date of publication, distribution, etc. |
2023 |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
XXV, 201 p. 24 illus. in color. |
| Other physical details |
online resource. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
Text-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. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name entry element |
Artificial intelligence. |
| 9 (RLIN) |
32229 |
|
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| Topical term or geographic name entry element |
Artificial Intelligence. |
| 9 (RLIN) |
32230 |
|
|---|
| Topical term or geographic name entry element |
Machine learning. |
| 9 (RLIN) |
32231 |
|
|---|
| Topical term or geographic name entry element |
Machine Learning. |
| 9 (RLIN) |
32232 |
|
|---|
| Topical term or geographic name entry element |
Natural language processing (Computer science). |
| 9 (RLIN) |
32233 |
|
|---|
| Topical term or geographic name entry element |
Natural Language Processing (NLP). |
| 9 (RLIN) |
32234 |
|
|---|
| Topical term or geographic name entry element |
Signal processing. |
| 9 (RLIN) |
32235 |
|
|---|
| Topical term or geographic name entry element |
Speech and Audio Processing. |
| 9 (RLIN) |
32236 |
|
|---|
| Topical term or geographic name entry element |
Speech processing systems. |
| 9 (RLIN) |
32237 |
| 856 ## - ELECTRONIC LOCATION AND ACCESS |
|---|
| Uniform Resource Identifier |
<a href="https://doi.org/10.1007/978-981-99-0827-1">https://doi.org/10.1007/978-981-99-0827-1</a> |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Koha item type |
e-Book |
| Source of classification or shelving scheme |
Dewey Decimal Classification |
