文件名称:
Biologically Plausible Speech Recognition Using Spike-Based Phase Locking Cues
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文件大小: 584kb
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上传时间: 2012-03-08
详细说明： A biologically plausible algorithm is proposed for phoneme recognition that makes use of spikes for computation. The prototype system is demonstrated on voiced phonemes and shows competitive performance with state-of-the-art systems on a vowel dataset in the presence of noise. Using novel phase locking cues, the algorithm performs surprisingly well down to SNR values as low as 5dB, where the performance of the baseline algorithm used for comparison drops considerably. These results suggest, not only a possible explanation for th e extreme noise robustness of human recognition, but also a novel technique for information processing for speech signals with computers. ...展开收缩
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