Title :
Low-frequency band noise suppression using bone conducted speech
Author :
Rahman, M. Shahidur ; Saha, Atanu ; Shimamura, Tetsuya
Author_Institution :
Grad. Sch. of Sci. & Eng., Saitama Univ., Saitama, Japan
Abstract :
This paper proposes a technique for suppressing low-frequency band noise from speech signal. In practice, speech is often corrupted by color noise like car and multi-talker babble noise that affect mostly the low-frequency region of speech signal. We propose a straightforward approach for noise reduction by utilizing bone conducted (BC) speech. Lower frequency region of BC speech is completely intelligible and it is well known for its robustness against ambient noise. When the normal air conducted (AC) speech gets corrupted by low-frequency band noise, it can be readily suppressed by replacing the lower frequency region of noisy AC speech by the same from BC speech. Since the proposed method does not require noise estimation, it is thus possible to avoid distortion introduced due to imperfect noise estimation by the traditional enhancement techniques. Evaluation results show that the method can be effectively used for suppressing low-frequency band noise even at low SNRs.
Keywords :
signal denoising; speech enhancement; ambient noise; bone conducted speech; car noise; color noise; enhancement technique; imperfect noise estimation; low-frequency band noise suppression; multitalker babble noise; noise reduction; normal air conducted speech; speech signal; Bones; Noise measurement; Signal to noise ratio; Speech; Speech enhancement;
Conference_Titel :
Communications, Computers and Signal Processing (PacRim), 2011 IEEE Pacific Rim Conference on
Conference_Location :
Victoria, BC
Print_ISBN :
978-1-4577-0252-5
Electronic_ISBN :
1555-5798
DOI :
10.1109/PACRIM.2011.6032948