Sporadic noise reduction for robust speech recognition in mobile devices

Jung-Pyo Hong, Jihoon Park, Seungho Han, Minsoo Hahn

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Abstract

In this paper, a framework of sporadic noise detection and cancellation is proposed. To improve the intelligence of sporadic noise detection, the difference residual detective signal-based detection algorithm is proposed. For performance evaluation, missing and false error rates, and speech recognition rates are measured. The results show remarkable performance improvement.

Original languageEnglish
Title of host publication2011 IEEE International Conference on Consumer Electronics, ICCE 2011
Pages831-832
Number of pages2
DOIs
StatePublished - 2011 Mar 28
Event2011 IEEE International Conference on Consumer Electronics, ICCE 2011 - Las Vegas, NV, United States
Duration: 2011 Jan 92011 Jan 12

Other

Other2011 IEEE International Conference on Consumer Electronics, ICCE 2011
CountryUnited States
CityLas Vegas, NV
Period11/01/911/01/12

Fingerprint

Noise abatement
Speech recognition
Mobile devices

Cite this

Hong, J-P., Park, J., Han, S., & Hahn, M. (2011). Sporadic noise reduction for robust speech recognition in mobile devices. In 2011 IEEE International Conference on Consumer Electronics, ICCE 2011 (pp. 831-832). [5722889] https://doi.org/10.1109/ICCE.2011.5722889
Hong, Jung-Pyo ; Park, Jihoon ; Han, Seungho ; Hahn, Minsoo. / Sporadic noise reduction for robust speech recognition in mobile devices. 2011 IEEE International Conference on Consumer Electronics, ICCE 2011. 2011. pp. 831-832
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abstract = "In this paper, a framework of sporadic noise detection and cancellation is proposed. To improve the intelligence of sporadic noise detection, the difference residual detective signal-based detection algorithm is proposed. For performance evaluation, missing and false error rates, and speech recognition rates are measured. The results show remarkable performance improvement.",
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Hong, J-P, Park, J, Han, S & Hahn, M 2011, Sporadic noise reduction for robust speech recognition in mobile devices. in 2011 IEEE International Conference on Consumer Electronics, ICCE 2011., 5722889, pp. 831-832, 2011 IEEE International Conference on Consumer Electronics, ICCE 2011, Las Vegas, NV, United States, 11/01/9. https://doi.org/10.1109/ICCE.2011.5722889

Sporadic noise reduction for robust speech recognition in mobile devices. / Hong, Jung-Pyo; Park, Jihoon; Han, Seungho; Hahn, Minsoo.

2011 IEEE International Conference on Consumer Electronics, ICCE 2011. 2011. p. 831-832 5722889.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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Hong J-P, Park J, Han S, Hahn M. Sporadic noise reduction for robust speech recognition in mobile devices. In 2011 IEEE International Conference on Consumer Electronics, ICCE 2011. 2011. p. 831-832. 5722889 https://doi.org/10.1109/ICCE.2011.5722889