DocumentCode
3715960
Title
Restoration of instantaneous amplitude and phase of speech signal in noisy reverberant environments
Author
Yang Liu;Naushin Nower;Yonghong Yan;Masashi Unoki
Author_Institution
School of Information Science, Japan Advanced Institute of Science and Technology
fYear
2015
Firstpage
879
Lastpage
883
Abstract
We have proved that restoring the instantaneous amplitude as well as instantaneous phase on Gammatone interbank plays a significant role for speech enhancement. However, it is still challenging topic with dereverberation since previously proposed scheme can only work in noisy environments. In this paper, we extend our previously proposed scheme to be general speech enhancement of removing the effects of noise and reverberation by restoring instantaneous amplitude and phase simultaneously. Objective and subjective experiments were conducted under various noisy reverberant conditions to evaluate the effectiveness of the extension of proposed scheme. The signal to error ratio (SER), correlation, PESQ, and SNR loss were used in objective evaluations. The normalized mean preference score was used in subjective evaluations. The results of both evaluations revealed that the proposed scheme could effectively improve quality and intelligibility of speech signals under noisy reverberant conditions.
Keywords
"Noise measurement","Reverberation","Speech","Signal to noise ratio","Speech enhancement","Kalman filters","Europe"
Publisher
ieee
Conference_Titel
Signal Processing Conference (EUSIPCO), 2015 23rd European
Electronic_ISBN
2076-1465
Type
conf
DOI
10.1109/EUSIPCO.2015.7362509
Filename
7362509
Link To Document