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SPEECH DETECTION WITH NOISE SUPPRESSION BASED ON PRINCIPAL COMPONENTS ANALYSIS
SPEECH DETECTION WITH NOISE SUPPRESSION BASED ON PRINCIPAL COMPONENTS ANALYSIS
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机译:基于主成分分析的噪声抑制语音检测
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摘要
A method for effectively suppressing background noise in a speech detection system comprises a filter bank (610) for separating source speech data into discrete frequency sub-bands to generate filtered channel energy (428), and a noise suppressor (412) for weighting the frequency sub-bands to improve the signal-to-noise ratio of the resultant noise-suppressed channel energy. The noise suppressor (412) preferably includes a subspace module (634) for using a Karhunen-Loeve transformation to create a subspace based on the background noise, a projection module (636) for generating projected channel energy by projecting the filtered channel energy (428) onto the created subspace, and a weighting module (638) for applying calculated weighting values to the projected channel energy to generate the noise-suppressed channel energy.
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