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Channel selection in the modulation domain for improved speech intelligibility in noise

机译:调制域中的信道选择可提高语音的语音清晰度

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摘要

Background noise reduces the depth of the low-frequency envelope modulations known to be important for speech intelligibility. The relative strength of the target and masker envelope modulations can be quantified using a modulation signal-to-noise ratio, (S/N)mod, measure. Such a measure can be used in noise-suppression algorithms to extract target-relevant modulations from the corrupted (target + masker) envelopes for potential improvement in speech intelligibility. In the present study, envelopes are decomposed in the modulation spectral domain into a number of channels spanning the range of 0–30 Hz. Target-dominant modulations are identified and retained in each channel based on the (S/N)mod selection criterion, while modulations which potentially interfere with perception of the target (i.e., those dominated by the masker) are discarded. The impact of modulation-selective processing on the speech-reception threshold for sentences in noise is assessed with normal-hearing listeners. Results indicate that the intelligibility of noise-masked speech can be improved by as much as 13 dB when preserving target-dominant modulations, present up to a modulation frequency of 18 Hz, while discarding masker-dominant modulations from the mixture envelopes.
机译:背景噪声减小了低频包络调制的深度,众所周知,低频包络调制对于语音可懂度很重要。目标和掩膜包络调制的相对强度可以使用调制信噪比(S / N)mod测量来量化。可以在噪声抑制算法中使用这种措施,以从损坏的(目标“ +” +“掩码”)包络中提取与目标相关的调制,以潜在地改善语音清晰度。在本研究中,包络在调制频谱域中分解为多个跨越0–30 Hz范围的信道。基于(S / N)mod选择标准识别并保留目标主导型调制,并将其保留在每个通道中,同时丢弃可能干扰目标感知的调制(即由掩蔽器主导的调制)。使用听力正常的听众评估调制选择处理对噪声中句子的语音接收阈值的影响。结果表明,当保留目标主导型调制(高达18 Hz的调制频率)时,掩蔽语音的清晰度可提高多达13erdB,同时从混合包络中舍弃了屏蔽主导型调制。

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