Title :
Blind dereverberation of sinusoid signals using PLL-based combined phase and amplitude analysis
Author :
Huber, Ralf ; Kraft, Florian ; Waibel, Alex
Author_Institution :
Dept. of Comput. Sci., Karlsruhe Inst. of Technol., Karlsruhe, Germany
Abstract :
In this paper a new `blind´ single-microphone method for the dereverberation of sinusoid signals is presented. A phase-locked-loop is utilized to precisely track the amplitude, frequency and phase offset of a reverberated recording. This information can then be combined to calculate the amplitude and phase offset of single reverberated wavefronts, which allows to subtract them from the original recording. Experimental results have shown that the direct-to-reverberant ratio of recordings can be improved to an extent equal to a delay-and-sum beamformer with 5 microphones. At the end, extensions are outlined which might make the method suitable for dereverberation of real speech.
Keywords :
microphones; phase locked loops; reverberation; speech recognition; PLL-based combined phase analysis; amplitude analysis; amplitude offset; blind dereverberation; blind single-microphone method; delay-and-sum beamformer; direct-to-reverberant ratio; phase offset; phase-locked-loop; real speech; reverberated recording; single reverberated wavefronts; sinusoid signals; Equations; Mathematical model; Microphones; Phase locked loops; Speech; Time frequency analysis; Tin; Dereverberation; Echo; PLL; Phase-Locked-Loop; Robust Speech Recognition;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2012 IEEE International Conference on
Conference_Location :
Kyoto
Print_ISBN :
978-1-4673-0045-2
Electronic_ISBN :
1520-6149
DOI :
10.1109/ICASSP.2012.6288930