Title :
Fast amplitude compression in hearing aids improves audibility but degrades speech information transmission
Author :
Leijon, Arne ; Stadler, Svante
Author_Institution :
Sch. of Electr. Eng., KTH, Stockholm, Sweden
Abstract :
Common types of hearing impairment are caused mainly by a loss of nearly instantaneous compressive amplification in the inner ear. Therefore, it seems plausible that the loss might be compensated by fast frequency-dependent compression in the hearing aid. We simulated impaired listeners´ auditory analysis of hearing-aid processed speech in noise using a functional auditory model. Using hidden Markov signal models, we estimated the mutual information between the phonetic structure of clean speech and the neural output from the auditory model, with fast and slow versions of hearing-aid compression. The long-term speech spectrum of amplified sound was identical in both systems, as specified individually by the widely accepted NAL prescription for the gain frequency response. The calculation showed clearly better speech-to-auditory information transmission with slow quasi-linear amplification than with fast hearing-aid compression, for speech in speech-shaped noise at signal-to-noise ratios ranging from -10 to +20 dB.
Keywords :
frequency response; hearing aids; hidden Markov models; speech processing; NAL prescription; amplified sound; amplitude compression; auditory analysis; frequency-dependent compression; functional auditory model; gain frequency response; hearing impairment; hearing-aid compression; hidden Markov signal models; impaired listener; inner ear; instantaneous compressive amplification; phonetic structure; quasilinear amplification; signal-to-noise ratios; speech information transmission; speech processing; speech spectrum; speech-shaped noise; speech-to-auditory information transmission; Auditory system; Gain; Hidden Markov models; Image coding; Noise; Speech; Speech processing;
Conference_Titel :
Signal Processing Conference, 2008 16th European
Conference_Location :
Lausanne