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An Introduction to Silent Speech Interfaces.

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Freitas, Joäao, Silva, Samuel (Samuel de Sousa) (Autor)
Otros Autores: Teixeira, AntĐonio, Dias, Miguel Sales
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cham : Springer International Publishing, 2016.
Colección:SpringerBriefs in electrical and computer engineering. Speech technology.
Temas:
Acceso en línea:Texto completo

MARC

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100 1 |a Freitas, Joäao. 
245 1 3 |a An Introduction to Silent Speech Interfaces. 
260 |a Cham :  |b Springer International Publishing,  |c 2016. 
300 |a 1 online resource (109 pages) 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
490 1 |a SpringerBriefs in Speech Technology 
588 0 |a Print version record. 
505 0 |a Preface; Contents; Chapter 1: Introduction; 1.1 Silent Speech; 1.2 A Speech Production Primer forÈSSI; 1.3 Current SSI Modalities: An Overview; 1.4 Best Systems; 1.5 Main Challenges inÈSSI; 1.6 Following Chapters; References; Chapter 2: SSI Modalities I: Behind theÈScenes-From theÈBrain toẗheÈMuscles; 2.1 Brain Activity andÈSilent Speech Interfaces; 2.1.1 Mapping Speech-Related Brain Activity; 2.1.2 Measuring Brain Activity; 2.1.3 Electroencephalographic Sensors; 2.1.4 Electrocorticographic Electrodes; 2.2 Muscular Activity andÈSilent Speech Interfaces; 2.2.1 Muscles inÈSpeech Production. 
505 8 |a 2.2.2 Measuring Electrical Muscular Activity2.2.3 Surface Electromyography; 2.3 Conclusions; References; Chapter 3: SSI Modalities II: Articulation andÏts Consequences; 3.1 Measuring Non-visible Articulators andÈChanges inẗheÈVocal Tract; 3.1.1 Electromagnetic andÈPermanent Magnetic Articulography; 3.1.2 Vocal Tract Imaging; 3.1.3 Ultrasound andÈSpeech Articulation; 3.1.4 Ultrasound andÈSilent Speech Interfaces; 3.2 Measuring Visible Articulators andÈVisible Effects ofÄrticulation; 3.2.1 Visual Speech Recognition Using RGB Information; 3.2.2 RGB-Based Features. 
505 8 |a 3.2.3 Local Feature Descriptors3.2.4 Ultrasonic Doppler Sensing; 3.2.5 Ultrasonic Doppler Uses inÈSilent Speech Interfaces; 3.3 Measuring Other Effects; 3.3.1 Non-audible Murmur Microphones; 3.3.2 Other Electromagnetic andÈVibration Sensors; 3.4 Conclusions; References; Chapter 4: Combining Modalities: Multimodal SSI; 4.1 Silent Speech Interfaces Using Multiple Modalities; 4.2 Challenges: Which Modalities andḦow toÈCombineÈThem; 4.3 A Framework forÈMultimodal SSI; 4.3.1 Data Collection Method andÈGeneral Setup forÄcquisition; 4.3.1.1 Setup A: Base Data Collection. 
505 8 |a 4.3.1.2 Setup B: Data Collection Including "Ground Truth" Modalities4.3.1.3 Scaling theÈSetup toÄdditional Modalities; 4.3.2 Synchronization; 4.3.2.1 Offline Synchronization; 4.3.3 Data Processing, Feature Extraction, andÈFeature Selection; 4.3.3.1 Processing Ultrasound Data forÈGround Truth Definition; 4.3.3.2 Feature Extraction; 4.3.3.3 Feature Selection; 4.4 Conclusions; References; Chapter 5: Application Examples; 5.1 Basic Tutorial: How toÈBuild aÈSimple Video-Based SSI Recognizer; 5.1.1 Requirements andÈSetup; 5.1.2 Overall Presentation ofẗheÈPipeline. 
505 8 |a 5.1.3 Step 1: Database Processing5.1.4 Step 2: Feature Extraction; 5.1.5 Step 3: Train theÈSSI Recognizer; 5.1.6 Step 4: Test theÈSSI Recognizer; 5.1.7 Experimenting withÖther Modalities; 5.1.8 EMG-Based Recognizer; 5.1.9 Other Experimentations; 5.2 A More Elaborate Example: Assessing theÄpplicability ofÈSEMG toÈTongue Gesture Detection; 5.2.1 Corpora; 5.2.2 Data Processing; 5.3 Results; 5.4 An SSI System foräÈReal-World Scenario; 5.4.1 Overall System Architecture; 5.4.2 A Possible Implementation; 5.5 Conclusions; References; Chapter 6: Conclusions; 6.1 Current Trends. 
500 |a 6.2 Concluding Remarks. 
590 |a ProQuest Ebook Central  |b Ebook Central Academic Complete 
650 0 |a Human-computer interaction. 
650 0 |a Speech processing systems. 
650 6 |a Traitement automatique de la parole. 
650 7 |a Human-computer interaction  |2 fast 
650 7 |a Speech processing systems  |2 fast 
700 1 |a Teixeira, AntĐonio. 
700 1 |a Dias, Miguel Sales. 
700 1 |a Silva, Samuel  |q (Samuel de Sousa),  |e author.  |1 https://id.oclc.org/worldcat/entity/E39PCjFpbJ6yQXCgjCqjwcjqYq 
758 |i has work:  |a An introduction to silent speech interfaces (Text)  |1 https://id.oclc.org/worldcat/entity/E39PCGhbFBKBmmKb9PYcmRxGXm  |4 https://id.oclc.org/worldcat/ontology/hasWork 
776 0 8 |i Print version:  |a Freitas, Joäao.  |t An Introduction to Silent Speech Interfaces.  |d Cham : Springer International Publishing, Ã2016  |z 9783319401737 
830 0 |a SpringerBriefs in electrical and computer engineering.  |p Speech technology. 
856 4 0 |u https://ebookcentral.uam.elogim.com/lib/uam-ebooks/detail.action?docID=4626236  |z Texto completo 
938 |a EBL - Ebook Library  |b EBLB  |n EBL4626236 
994 |a 92  |b IZTAP