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The speech hit rate and non-speech hit rate are calculated as follows: (10).
3) The LTSD-VAD algorithm yields the best speech hit rate while non-speech hit rate is poor.
Sohn-VAD algorithm yields a moderate behavior with relatively high speech hit rate but slightly low non-speech hit rate.
It can be concluded that: 1) Sohn-VAD algorithm yields a moderate behavior with relatively high speech hit rate but slightly low non-speech hit rate.
2) Harmfreq-VAD, LTSV-VAD, and LSFM-VAD algorithms also obtain a moderate behavior with relatively high non-speech hit rate but slightly low speech hit rate.
Experimental results show that among six analyzed algorithms, the proposed algorithm is the best one with the highest non-speech hit rate and a reasonably high speech hit rate.
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Fig. 7 Speech/non-speech hit rates of the evaluated algorithms under different SNR levels.
However, since these parameters were adjusted to yield a low false alarm rate (which consequently results in a low hit rate), two additional values of were considered here, as an increase in yields a larger speech pause hit rate.
Non-speech hit rate (HR0).
Moreover, its non-speech hit rate is much better than all the other methods in all cases.
Table 2 Average speech and non-speech hit rates for SNR levels ranging from 20 to −5 dB VAD Sohn Harmfreq LTSD LTSV LSFM LTPD HR0 59.80 74.70 38.92 81.51 76.00 87.77 HR1 96.25 90.63 98.28 90.34 87.77 94.23 Note: The italicized numbers mean the highest average speech or non-speech hit rate among all evaluated algorithms.
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