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A statistical model-based voice activity detection

Cited 867 time in Web of Science Cited 1061 time in Scopus
Authors

Sohn, Jongseo; Kim, Nam Soo; Sung, Wonyong

Issue Date
1999-01
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Citation
IEEE Signal Processing Letters, vol. 6, no. 1, pp. 1-3, Jan. 1999
Keywords
Decision-directed estimationhidden Markovlikelihood ratio testvoice activity detection
Abstract
In this letter, we develop a robust voice activity detector (VAD) for the application to variable-rate speech coding. The developed VAD employs the decision-directed parameter estimation method for the likelihood ratio test. In addition, we propose an effective hang-over scheme which considers the previous observations by a first-order Markov process modeling of speech occurrences. According to our simulation results, the proposed VAD shows significantly better performances than the G.729B VAD in low signal-to-noise ratio (SNR) and vehicular noise environments
ISSN
1070-9908
Language
English
URI
https://hdl.handle.net/10371/6165
DOI
https://doi.org/10.1109/97.736233
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