Atatürk Üniversitesi Atatürk Üniversitesi
Ara
Yayınlara dön
Makale Tam Makale Uluslararası 2018

Real-Time Detection of Important Sounds with a Wearable Vibration Based Device for Hearing-Impaired People

Mete Yağanoğlu, CEMAL KÖSE

ELECTRONICS (Basel) Cilt 7 · Sayı 4 · 01.04.2018
DOI ile aç

Özet

Hearing-impaired people do not hear indoor and outdoor environment sounds, which are important for them both at home and outside. By means of a wearable device that we have developed, a hearing-impaired person will be informed of important sounds through vibrations, thereby understanding what kind of sound it is. Our system, which operates in real time, can achieve a success rate of 98% when estimating a door bell ringing sound, 99% success identifying an alarm sound, 99% success identifying a phone ringing, 91% success identifying honking, 93% success identifying brake sounds, 96% success identifying dog sounds, 97% success identifying human voice, and 96% success identifying other sounds using the audio fingerprint method. Audio fingerprint is a brief summary of an audio file, perceptively summarizing a piece of audio content. In this study, our wearable device is tested 100 times a day for 100 days on five deaf persons and 50 persons with normal hearing whose ears were covered by earphones that provided wind sounds. This study aims to improve the quality of life of deaf persons, and provide them a more prosperous life. In the questionnaire performed, deaf people rate the clarity of the system at 90%, usefulness at 97%, and the likelihood of using this device again at 100%.

Anahtar kelimeler

Real-Time Systems AUGMENTATION quality of life neural networks SYSTEMS RECOGNITION Feature extraction audio fingerprint wearable processing speech processing AUDIO CLASSIFICATION

Sürdürülebilir Kalkınma Amaçları

  • SKA 16: Barış, Adalet ve Güçlü Kurumlar

Atıf için künye

Yağanoğlu, M., & KÖSE, C. (2018). Real-Time Detection of Important Sounds with a Wearable Vibration Based Device for Hearing-Impaired People. ELECTRONICS (Basel), 7(4). https://doi.org/10.3390/electronics7040050

BibTeX
@article{yaganoglu2018-177192,
  author = {Yağanoğlu, Mete and KÖSE, CEMAL},
  title = {Real-Time Detection of Important Sounds with a Wearable Vibration Based Device for Hearing-Impaired People},
  journal = {ELECTRONICS (Basel)},
  year = {2018},
  volume = {7},
  number = {4},
  issn = {2079-9292},
  doi = {10.3390/electronics7040050},
  url = {https://akademik.atauni.edu.tr/yayinlar/177192-real-time-detection-of-important-sounds-with-a-wearable-vibration-based-device}
}