Smartphone-based noise adaptive speech enhancement for hearing aid applications

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS

Volumn 2016-October, Issue , 2016, Pages 85-88

  Panahi, Issa ^a   Kehtarnavaz, Nasser ^a   Thibodeau, Linda ^a  

^a UNIVERSITY OF TEXAS AT DALLAS   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ADULT; AGED; ALGORITHM; EQUIPMENT DESIGN; HEARING AID; HEARING LOSS, SENSORINEURAL; HUMAN; MIDDLE AGED; NOISE; SIGNAL NOISE RATIO; SMARTPHONE; SPEECH INTELLIGIBILITY; VERY ELDERLY;

ADULT; AGED; AGED, 80 AND OVER; ALGORITHMS; EQUIPMENT DESIGN; HEARING AIDS; HEARING LOSS, SENSORINEURAL; HUMANS; MIDDLE AGED; NOISE; SIGNAL-TO-NOISE RATIO; SMARTPHONE; SPEECH INTELLIGIBILITY;

EID: 85009152486     PISSN: 1557170X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/EMBC.2016.7590646     Document Type: Conference Paper

References (12)

1. http: //www. who. int/mediacentre/factsheets/fs300/en/
2. http: //www. hear-it. org/35-million-Americans-suffering-from-hearingloss
3. V. Gopalakrishna, N. Kehtarnavaz, T. Mirzahasanloo, and P. Loizou, "Real-time automatic tuning of noise suppression algorithms for cochlear implant applications, " IEEE Trans. Biomed. Eng., vol. 59, pp: 1691-1700, 2012.
4. V. Gopalakrishna, N. Kehtarnavaz, P. Loizou, and I. Panahi, "Realtime automatic switching between noise suppression algorithms for deployment in cochlear implants, " Proc. of 32nd Annu. Int. Conf. IEEE Eng. Med. Biol. Soc. EMBC'10, pp. 863-866, 2010.
5. P. Loizou, Speech Enhancement: Theory and Practice, CRC Press, 2013.
6. F. Saki, and N. Kehtarnavaz, "Background noise classification using random forest tree classifier for cochlear implant applications, " IEEE Int. Conf. on Acoustics, Speech, and Signal Process. ICASSP, pp. 3591-3595, 2014.
7. F. Saki, A. Sehgal, I. Panahi, and N. Kehtarnavaz, "Smartphone-based real-time classification of noise signals using subband features and random forest classifier, " IEEE Int. Conf. on Acoustics, Speech, and Signal Processing ICASSP, China, March 2016.
8. D. Zhao, X. Lu and M. Xiang, "Block NLMS cancellation algorithm and its real-time implementation for passive radar, " Proc. of IET Int. Conf., pp. 1-5, April 2013.
9. Y. Ephraim and D. Malah, "Speech enhancement using a minimum mean-square error log-spectral amplitude estimator, " IEEE Trans. Acoust. Speech Signal Process., vol. 33, no. 2, pp. 443-445, April 1985.
10. Y. Rao, Y. Hao, I. Panahi, and N. Kehtarnavaz, "Smartphone-based real-time speech enhancement for improving hearing AIDS speech perception, " to appear in Proceedings of IEEE EMBC, Orlando, August 2016.
11. http: //www. californiaearinstitute. com/audiology-services-hint-bayarea-ca. php
12. N. Kehtarnavaz, S. Parris, A. Sehgal, Smartphone-Based Real-Time Digital Signal Processing, Morgan and Claypool Publishers, 2015.