Title :
Assistive listening headsets for high noise environments: Protection and communication
Author :
Nordholm, Sven ; Davis, Alan ; Pei Chee Yong ; Hai Huyen Dam
Author_Institution :
Dept. of Electr. & Comput. Eng., Curtin Univ., Bentley, WA, Australia
Abstract :
In industrial noise environments, the use of assistive listening headsets is a means to provide adequate access to voice communication while wearing hearing protection. This paper presents a performance evaluation and comparison of two different methods to provide the binaural speech enhancement in real industrial noise scenarios. The investigated binaural methods based on differential beamforming and multichannel Wiener filter show different strengths and weaknesses. A transient noise suppression algorithm is also proposed and evaluated. Performance evaluation shows that this algorithm, together with the binaural multi-channel Wiener filter approach, can successfully reduce the hammering noise. This can be observed from the PESQ scores and the signal characteristics.
Keywords :
Wiener filters; acoustic noise; acoustic signal processing; hearing; speech enhancement; PESQ scores; assistive listening headsets; binaural multichannel Wiener filter; binaural speech enhancement; differential beamforming; hammering noise reduction; hearing protection; high noise environments; industrial noise scenarios; signal characteristics; voice communication; Microphones; Noise; Noise measurement; Noise reduction; Speech; Speech enhancement; Transient analysis; Assistive listening; binaural multi-channelWiener filter; differential microphone array; impulsive noise reduction; speech enhancement;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on
Conference_Location :
South Brisbane, QLD
DOI :
10.1109/ICASSP.2015.7179074