Title :
Speech active level estimation in noisy conditions
Author :
Gonzalez, S. ; Brookes, Mike
Author_Institution :
Imperial Coll. London, London, UK
Abstract :
We present a new method for speech active level estimation which combines a novel algorithm based on voiced speech energy extraction with the standardized ITU-T Recommendation P.56. At poor signal-to-noise ratios, the algorithm estimates the active level by identifying intervals of voiced speech and summing the energy of the pitch harmonics in the time-frequency domain while rejecting that of the noise. We compare the performance of our method with that of ITU-T P.56 on the TIMIT database and demonstrate that it performs exceptionally well in both high and low levels of additive noise.
Keywords :
database management systems; signal denoising; speech processing; time-frequency analysis; TIMIT database; additive noise; high levels; interval identification; low levels; noise rejection; pitch harmonics; signal-to-noise ratios; speech active level estimation; standardized ITU-T Recommendation P.56; time-frequency domain; voiced speech energy extraction; Databases; Estimation; Harmonic analysis; Signal to noise ratio; Speech; Training; fundamental frequency; noisy speech; pitch; speech active level; speech processing;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on
Conference_Location :
Vancouver, BC
DOI :
10.1109/ICASSP.2013.6638955