基于TDOA信息的vad在方向性和漫漫性噪声场下的鲁棒语音识别

Kuan-Lang Huang, T. Chi
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引用次数: 1

摘要

为了提高目标语音同时受到方向干扰和漫射噪声干扰时的自动语音识别率,提出了一种双麦克风算法。该算法采用到达时间差(TDOA)来抑制方向干扰,采用基于TDOA信息的语音活动检测器(VAD)来抑制漫射噪声。仿真结果表明,该算法可以有效地提高定向干扰和漫射噪声混合声场中的自共振率。与相位差(PD)算法相比,该方法在有方向性干扰时具有相当的识别率,在有漫射噪声时具有更高的鲁棒性。
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TDOA information based vad for robust speech recognition in directional and diffuse noise field
A two-microphone algorithm is proposed to improve automatic speech recognition (ASR) rates when target speech is corrupted by directional interferences and diffuse noise simultaneously. The algorithm adopts the time difference of arrival (TDOA) to suppress directional interferences and a TDOA-information based voice activity detector (VAD) to suppress diffuse noise. Simulation results show the proposed algorithm is effective in improving ASR rates in a sound field mixed with a directional interference and diffuse noise. Compared with the phase difference (PD) algorithm, the proposed method gives comparable recognition rates when facing a directional interference and much higher and more robust recognition rates when diffuse noise emerges.
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