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An Introduction to Silent Speech Interfaces [electronic resource] / by João Freitas, António Teixeira, Miguel Sales Dias, Samuel Silva.

By: Freitas, João [author.].
Contributor(s): Teixeira, António [author.] | Dias, Miguel Sales [author.] | Silva, Samuel [author.] | SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: SpringerBriefs in Speech Technology, Studies in Speech Signal Processing, Natural Language Understanding, and Machine Learning: Publisher: Cham : Springer International Publishing : Imprint: Springer, 2017Edition: 1st ed. 2017.Description: IX, 102 p. 34 illus., 28 illus. in color. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783319401744.Subject(s): Signal processing | Computational intelligence | User interfaces (Computer systems) | Human-computer interaction | Artificial intelligence | Natural language processing (Computer science) | Computational linguistics | Signal, Speech and Image Processing | Computational Intelligence | User Interfaces and Human Computer Interaction | Artificial Intelligence | Natural Language Processing (NLP) | Computational LinguisticsAdditional physical formats: Printed edition:: No title; Printed edition:: No titleDDC classification: 621.382 Online resources: Click here to access online
Contents:
1 Introduction -- 2 SSI Modalities I Behind the scenes From the brain to the muscles -- 3 SSI Modalities II Articulation and its consequences -- 4 Combining Modalities Multimodal SSI -- 5 Application Examples -- 6 Conclusions.
In: Springer Nature eBookSummary: This book provides a broad and comprehensive overview of the existing technical approaches in the area of silent speech interfaces (SSI), both in theory and in application. Each technique is described in the context of the human speech production process, allowing the reader to clearly understand the principles behind SSI in general and across different methods. Additionally, the book explores the combined use of different data sources, collected from various sensors, in order to tackle the limitations of simpler SSI approaches, addressing current challenges of this field. The book also provides information about existing SSI applications, resources and a simple tutorial on how to build an SSI.
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1 Introduction -- 2 SSI Modalities I Behind the scenes From the brain to the muscles -- 3 SSI Modalities II Articulation and its consequences -- 4 Combining Modalities Multimodal SSI -- 5 Application Examples -- 6 Conclusions.

This book provides a broad and comprehensive overview of the existing technical approaches in the area of silent speech interfaces (SSI), both in theory and in application. Each technique is described in the context of the human speech production process, allowing the reader to clearly understand the principles behind SSI in general and across different methods. Additionally, the book explores the combined use of different data sources, collected from various sensors, in order to tackle the limitations of simpler SSI approaches, addressing current challenges of this field. The book also provides information about existing SSI applications, resources and a simple tutorial on how to build an SSI.

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