000 | 02267nam a2200337Ia 4500 | ||
---|---|---|---|
000 | 03060nam a22003735i 4500 | ||
001 | 978-981-99-0827-1 | ||
003 | DE-He213 | ||
005 | 20240319120915.0 | ||
007 | cr nn 008mamaa | ||
008 | 230529s2023 si | s |||| 0|eng d | ||
020 |
_a9789819908271 _9978-981-99-0827-1 |
||
082 | _a6.35 | ||
100 |
_aTan, Xu. _932228 |
||
245 |
_aNeural Text-to-Speech Synthesis _cby Xu Tan. _h[electronic resource] / |
||
250 | _a1st ed. 2023. | ||
260 |
_aSingapore _bSpringer Nature Singapore _c2023 |
||
300 |
_aXXV, 201 p. 24 illus. in color. _bonline resource. |
||
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. | ||
650 |
_aArtificial intelligence. _932229 |
||
650 |
_aArtificial Intelligence. _932230 |
||
650 |
_aMachine learning. _932231 |
||
650 |
_aMachine Learning. _932232 |
||
650 |
_aNatural language processing (Computer science). _932233 |
||
650 |
_aNatural Language Processing (NLP). _932234 |
||
650 |
_aSignal processing. _932235 |
||
650 |
_aSpeech and Audio Processing. _932236 |
||
650 |
_aSpeech processing systems. _932237 |
||
856 | _uhttps://doi.org/10.1007/978-981-99-0827-1 | ||
942 |
_cEBK _2ddc |
||
999 |
_c15283 _d15283 |