Title :
Automatic carrier pitch estimation for coherent demodulation
Author_Institution :
Human Language Technol. Center of Excellence Johns, Hopkins Univ., Baltimore, MD, USA
Abstract :
This paper proposes a method for estimating carrier frequencies for coherent demodulation using low-frequency amplitude modulation criteria and a frequency-smoothing regularizer. This process combines with coherent modulator estimation to create an iterative approach for simultaneously determining the optimally low-frequency modulator and corresponding carrier for an arbitrary signal. The method is demonstrated with unsupervised semi-blind source separation of speech mixed with several types of tonal interference.
Keywords :
amplitude modulation; blind source separation; demodulation; frequency estimation; arbitrary signal; automatic carrier pitch estimation; carrier frequencies estimation; coherent demodulation; coherent modulator estimation; frequency-smoothing regularizer; iterative approach; low-frequency amplitude modulation criteria; low-frequency modulator; speech; tonal interference; unsupervised semiblind source separation; Demodulation; Frequency estimation; Frequency modulation; Interference; Speech; Speech processing; Amplitude modulation; pitch estimation; source separation;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference on
Conference_Location :
Florence
DOI :
10.1109/ICASSP.2014.6853973