Advancing Electromyographic Continuous Speech Recognition: Signal Preprocessing and Modeling

• Main Author: Wand, Michael (auth)
• Format: Electronic Book Chapter
• Language: English
• Published: KIT Scientific Publishing 2014
• Subjects: Spracherkennung; Speech Recognition; Biosignals; Silent Speech Interfaces; Electromyography; Elektromyographie; Biosignale
• Online Access: DOAB: download the publication; DOAB: description of the publication

Speech is the natural medium of human communication, but audible speech can be overheard by bystanders and excludes speech-disabled people. This work presents a speech recognizer based on surface electromyography, where electric potentials of the facial muscles are captured by surface electrodes, al...