Future Speech Interfaces with Sensors and Machine Intelligence

Denby, Bruce ; Gábor Csapó, Tamás ; et al.

Basel: MDPI - Multidisciplinary Digital Publishing Institute, 2023

Online E-Book - 252

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View record at Directory of Open Access Books (Volltext)

Speech is the most spontaneous and natural means of communication, as well as the preferred modality for interacting with mobile or fixed electronic devices, but speech in-terfaces have drawbacks, such as a lack of user privacy; non-inclusivity for certain users; poor robustness in noisy conditions; and the difficulty of creating complex man–machine interfaces. The Special Issue “Future Speech Interfaces with Sensors and Machine Intelligence” assembles eleven contributions that cover multimodal and silent speech interfaces; lip reading applications; novel sensors for speech interfaces; and enhanced speech inclusivity tools for future speech interfaces. The articles make important improvements beyond the state of the art, advancing the state of the art to new frontiers in some cases. Short summaries of all articles, grouped by topic, are presented, followed by a global commentary and evaluation.

Titel:	Future Speech Interfaces with Sensors and Machine Intelligence
Autor/in / Beteiligte Person:	Denby, Bruce ; Gábor Csapó, Tamás ; Wand, Michael
Link:	View record at Directory of Open Access Books (Volltext)
Veröffentlichung:	Basel: MDPI - Multidisciplinary Digital Publishing Institute, 2023
Medientyp:	E-Book
Umfang:	252
ISBN:	978-3-0365-6938-3 (print) ; 978-3-0365-6939-0 (print)
DOI:	10.3390/books978-3-0365-6939-0
Schlagwort:	neural machine translation (NMT) transformer Arabic dialects modern standard Arabic subword units multi-head attention shared vocabulary self-attention 3D densely connected CNN 3D multi-layer feature fusion CNN convolutional neural network deep learning lipreading speech recognition visual speech recognition silent speech continuous-wave radar European Portuguese machine learning multimodal speech lip reading ultrasound tongue imaging pose estimation speech kinematics keypoints landmarks audio-visual speech recognition lip-reading application programming interface multi-modal interaction deep neural networks multi-view VSR attention mechanism spatial attention module local self-attention connectionist temporal classification text-to-lip speech synthesis text-to-speech speech-to-lip zero-shot adaptation generative models artificial intelligence objective measures hybrid models end-to-end recognition reliability measures decision fusion net articulation-to-speech synthesis silent speech interface speaker adaption voice conversion audiovisual speech recognition multimodal interaction edutainment virtual aquarium speech processing ultrasound imaging silent speech interfaces speech sensors bic Book Industry Communication:T Technology, engineering, agriculture:TB Technology: general issues bic Book Industry Communication:T Technology, engineering, agriculture:TB Technology: general issues:TBX History of engineering & technology
Sonstiges:	Nachgewiesen in: Directory of Open Access Books Sprachen: English Document Type: eBook File Description: application/octet-stream Language: English Rights: Attribution 4.0 International ; URL: https://creativecommons.org/licenses/by/4.0/ Notes: ONIX_20230405_9783036569383_216

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