Title :
Single channel speech enhancement in the modulation domain: New insights in the modulation channel selection framework
Author :
Boldt, Jesper B. ; Bertelsen, Andreas T. ; Gran, Fredrik ; Jorgensen, Soren ; Dau, Torsten
Author_Institution :
GN ReSound A/S, Ballerup, Denmark
Abstract :
Recently, the ideal binary mask has been introduced in the modulation domain by extending the ideal channel selection method to modulation channel selection [1]. This new method shows substantial improvement in speech intelligibility but less than its predecessor despite the higher complexity. Here, we extend the previous finding from [1] and provide a more direct comparison of binary masking in the modulation domain with binary masking in the time-frequency domain. Subjective and objective evaluations are performed and provide additional insight into modulation domain processing.
Keywords :
modulation; speech enhancement; speech intelligibility; ideal binary mask; modulation channel selection framework; modulation domain; single channel speech enhancement; speech intelligibility; time-frequency domain; Frequency modulation; Gain; Noise; Speech; Speech processing; Time-frequency analysis; Binary Masking; Modulation Domain Processing; Speech Enhancement; Speech Intelligibility;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on
Conference_Location :
South Brisbane, QLD
DOI :
10.1109/ICASSP.2015.7179073