A Real-Time Oral Cavity Gesture Based Words Synthesizer Using Sensors
Source abstract
Abstract
The present system experimentally demonstrates a synthesis of syllables and words from tongue manoeuvers in multiple languages, captured by four oral sensors only. For an experimental demonstration of the system used in the oral cavity, a prototype tooth model was used. Based on the principle developed in a previous publication by the author(s), the proposed system has been implemented using the oral cavity (tongue, teeth, and lips) features alone, without the glottis and the larynx. The positions of the sensors in the proposed system were optimized based on articulatory (oral cavity) gestures estimated by simulating the mechanism of human speech. The system has been tested for all English alphabets and several words with sensor-based input along with an experimental demonstration of the developed algorithm, with limit switches, potentiometer, and flex sensors emulating the tongue in an artificial oral cavity. The system produces the sounds of vowels, consonants, and words in English, along with the pronunciation of meanings of their translations in four major Indian languages, all from oral cavity mapping. The experimental setup also caters to gender mapping of voice. The sound produced from the hardware has been validated by a perceptual test to verify the gender and word of the speech sample by listeners, with ∼ 98% and ∼ 95% accuracy, respectively. Such a model may be useful to interpret speech for those who are speech-disabled because of accidents, neuron disorder, spinal cord injury, or larynx disorder.
Source: openalex_inverted_index · Quality: baseline
Research context
OpenAlex topics: Hand Gesture Recognition Systems · Assistive Technology in Communication and Mobility · Hearing Impairment and Communication
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
References (29)
Show source-provided references
1. Data and statistics on disability in developing countries
2. Survey of rehabilitation support for children 0–15 years in a rural part of Kenya10.3109/09638288.2013.829524 ↗
3. Communication disorders and use of intervention services among children aged 3–17 years: United States, 2012
4. Prevalence and natural history of primary speech and language delay: Findings from a systematic review of the literature10.1080/136828200247133 ↗
5. Primary neuroendocrine carcinoma of the larynx: A case report
6. Diseases of the larynx
7. An update on larynx cancer
8. Laryngopharyngeal reflux and voice disorders: An overview on disease mechanisms, treatments, and research advances
9. Dysarthria in adults with cerebral palsy: Clinical presentation and impacts on communication10.1044/2015_JSLHR-S-15-0086 ↗
10. Rabiner · Fundamentals of Speech Recognition · 1993
11. Design and implementation of a hands-free electrolarynx device controlled by neck strap muscle electromyographic activity10.1109/TBME.2003.820373 ↗
12. Sign language to speech conversion
13. Validating rt-MRI based articulatory representations via articulatory recognition
14. Assessing the viability of a vocal cord vibration switch for four children with multiple disabilities10.2174/1874943701003010055 ↗
15. Silent speech interfaces10.1016/j.specom.2009.08.002 ↗
16. Brain implant can Say what you're thinking
17. D. Arsh Shah, “16-year-old invents a breath enabled talking device to help the speech impaired,” thebetterindia.com, 2014. [Online]. Available: https://www.thebetterindia.com/12730/now-speech-impaired-people-talk-simple-device-arsh-dilbagi-aac/.
18. Wearable wireless tongue controlled assistive device using optical sensors
19. K. U. Menon, R. Jayaram, D. Pullarkatt and M. V. Ramesh, “Wearable wireless tongue-controlled devices,” United States Patent, Washington, DC, US 9,996,168. 2018.
20. A simple speech production system based on formant estimation of a tongue articulatory system using human tongue orientation10.1109/ACCESS.2020.3048076 ↗
21. Sensor based speech production system without use of glottis
22. Vocaltractlab 2.1 user manual
23. VTDemo-vocal tract acoustics demonstrator
24. The geometry of phonological features10.1017/S0952675700000440 ↗
25. Articulatory gestures as phonological units10.1017/S0952675700001019 ↗
26. Macfos Private Limited · 2021
27. Spectra Symbol Technology · 2021
28. Pankaj Potentiometers Private Limited · 2021
29. Mean opinion score (MOS) revisited: Methods and applications, limitations and alternatives10.1007/s00530-014-0446-1 ↗