Research
Dr. Zeng's research focuses on the encoding of sensory information in normal and impaired auditory systems. We try to understand how simple attributes of sounds, such as loudness and pitch, as well as how complex sounds, such as speech and music, are encoded in the peripheral and central auditory systems. We address these questions by integrating information obtained from normal-hearing listeners, hearing-impaired listeners, and cochlear-implant listeners whose hearing is partially restored by electric stimulation of the auditory nerve. Our previous studies have demonstrated that investigating the performance of listeners with impaired hearing can greatly deepen our understanding of intensity coding (Zeng and Shannon, 1994; Zeng and Shannon, 1995; Zeng, Galvin, and Zhang, 1998) and speech recognition (Shannon et al., 1995; Zeng and Galvin, 1999). We certainly hope that our better understanding of the auditory information encoding can lead us to develop more efficient and cost-effective hearing aids and cochlear implants for hearing-impaired people (Zhang and Zeng, 1997; Wilson et al., 1998).
Dr. Zeng’s current research addresses hearing in noise or the "cocktail party" problem: How does the normal system solve this problem and how can we help hearing-impaired listeners improve their performance in noise? Dr. Zeng is involved in the following projects:
(1) Signal
processing in audition (5R01DC002267)
As the only medical device that can restore hearing in deaf people, the cochlear
implant has produced good speech recognition in quiet. However, the current
implants are seriously limited in speech recognition in noise and in music
perception. The long-term objectives of this research program are to understand
signal processing in the normal auditory system and to restore functional
hearing via auditory prostheses in hearing-impaired persons. Recent work from
our laboratory and others has shown that pitch, temporal fine structure, and
dynamic acoustic cues are crucial to improve realistic listening performance,
but are not adequately encoded in current cochlear implants. Our working
hypothesis is that extraction and encoding of these important cues will lead to
an overall improvement in cochlear implant performance. We propose three novel
methods to test this hypothesis. The three Specific Aims address each of these
novel methods: (1) Co-vary stimulation rate and position to encode pitch; (2)
Adapt modern vocoder algorithms to encode temporal fine structure; and (3) Use
biologically-inspired signal processing to encode dynamic acoustic cues. Our
multidisciplinary approach integrates psychophysical, speech coding, and signal
processing techniques. A unique feature of this approach is that all algorithms
are developed based on rigorous psychophysical and simulation measures, and will
be evaluated and perfected in actual implant users with real-time
implementations. Successful completion of the proposed research should yield
results of high theoretical and practical significance. It will likely advance
scientific knowledge on the centuries-old but still unresolved pitch coding
question (Aim 1), bridge the technological gap between relatively rudimentary
cochlear implants and modern telecommunication (Aim 2), and inspire
translational work from basic research to clinical problems (Aim 3).
(2) Interactions
between Acoustic and Electric Stimulation (1R01DC008858)
Cochlear implants have restored partial hearing to more than 100,000
hearing-impaired people worldwide. As cochlear implant performance continues to
improve, more and more patients with residual acoustic hearing are eligible for,
and some have received, a cochlear implant. We have identified three groups of
implant patients who possess significant residual acoustic hearing: those who
have a hearing aid on the contralateral side, those who use combined
electro-acoustic stimulation in the same ear, and those who use the implant to
suppress tinnitus and may have normal hearing contralaterally. We propose to
systematically study the interactions between acoustic and electric hearing in
these subjects. Our three specific aims are: 1. To construct an accurate pitch
map in electric hearing 2. To measure psychophysical interactions between
acoustic and electric stimulation 3. To probe the mechanisms and optimize the
performance of bimodal hearing An accurate pitch map will allow us to
reconstruct "electric harmonics" and develop authentic acoustic
simulations of the cochlear implant. A systematic characterization of the
psychophysical interactions is necessary to understand the mechanisms and
maximize the benefit of bimodal hearing. The proposed work is of high clinical
relevance because it may help overcome two of the most significant shortcomings
of the current cochlear implants, namely, music perception and speech
recognition with background noise, particularly when the noise is a competing
voice.
(3) Hearing deficits
due to auditory neuropathy (5R01DC002618; PI: Arnold Starr)
This proposal will study a recently recognized form of hearing disorder called
auditory neuropathy (AN) that is due to a disorder of auditory nerve functions
in the presence of normal cochlear receptor activities. AN subjects have normal
measures of cochlear outer hair cell activities but abnormal measures of the
central auditory pathway functions beginning with auditory nerve. The hearing
disorder typically affects speech comprehension out-of-proportion to the pure
tone loss, particularly speech recognition in noise. AN is not rare and accounts
for 10 percent of newborns identified as having hearing loss and also develops
in childhood and in adults. In adults the disorder of auditory nerve is commonly
associated with a peripheral neuropathy. In addition, AN and sensory hearing
loss occur together. Loss of neural synchrony and decreased auditory nerve input
are proposed as cardinal mechanisms underlying the hearing disorder. The sites
of abnormality along auditory nerve have recently been identified at auditory
ganglion cells and their axons (Type I AN) or distally in the auditory periphery
where auditory nerve terminals, inner hair cells, and the synapses between inner
hair cells with nerve terminals are in close approximation (Type II AN). Our
long-term goals are to understand the underlying mechanisms of AN and the
accompanying hearing impairments to provide a scientific basis for alleviating
the hearing deficit in AN subjects. We propose four experiments using both
psychophysical and electrophysiological techniques that will help us achieve
these goals. We will characterize (1) the reorganization of central auditory
pathway occurring in response to altered auditory nerve input; (2) the
contributions of dysynchronization and decreased auditory input as
pathophysiological mechanisms underlying AN; (3) the objective physiological and
psychophysical measures of improved auditory temporal processes in cochlear
implanted AN subjects, and (4) the improvement of speech recognition using new
auditory processing techniques. The results of our studies could have major
impact on the diagnosis, classification, understanding, and treatment of
auditory neuropathy.
(4) Directional
Hearing in Complex Auditory Environments (5R01DC003083; PI: Ruth Litovsky)
Humans spend a majority of their time in auditory environments that are complex
and reverberant. An important and ongoing task for the auditory system is the
segregation of target signals from interfering sounds and the suppression of
echoes. The binaural system is known to be important in accomplishing these
goals. The proposed research will investigate directional hearing in
multi-source and reverberant acoustic environments. We will study sound
localization, suppression of echoes, and speech intelligibility, in human adults
with normal hearing, and with bilaterally-implanted cochlear implant users. Aim
1 will investigate the precedence effect (PE) using more everyday paradigms than
those previously employed, with speech stimuli and multiple-echo patterns that
vary in number, directional properties, intensity and spectral content. In Aim 2
we will investigate the impact of these echo patterns on speech intelligibility
in the presence of competing sounds whose content and spatial locations and will
be varied. We will test the hypothesis that "informational masking"
can be induced when listeners experience uncertainty regarding the number,
content and locations of competing sounds. In Aim 3 we will study binaural
mechanisms in bilateral CI users through specialized hardware that controls the
binaural synchronization between the two ears. Studies will measure
localization, echo suppression, speech in intelligibility in complex acoustic
environments, and basic binaural processes. This research addressed fundamental
issues concerning the ability of humans to function in everyday listening
situations. Problems in such environments are commonly reported by hearing
impaired individuals. Studies in Aim 3 might contribute to the future design of
hearing aids and cochlear implants that take advantage of binaural cues and
compensate for the degradation of functioning in noisy and reverberant
environments.
(5) UC Irvine Core
Center for Hearing and Communication Research (1P30DC008369; PI: Raju Metherate)
Research in NIDCD mission areas is expanding at the University of California,
Irvine (UCI). Since 2000, UCI has sponsored interactions and interdisciplinary
collaborations among a group of 13 faculty who currently comprise the Center for
Hearing Research (CHR). The potential for further interdisciplinary work is
substantial, with 20 faculty spanning 11 Departments in 5 Schools at UCI
performing research in NIDCO mission areas. For these investigators, CHR will
establish a UC Irvine Core Center for Hearing and Communication Research to: 1)
facilitate ongoing research by consolidating resources and providing access to
state-of-the-art technology, 2) promote interdisciplinary work by educating
users about Core facilities and providing expert assistance, and 3) recruit
investigators from diverse backgrounds to research in NIDCD mission areas. We
propose two Core facilities: 1) The Imaging Core will provide a 2-photon imaging
system for visualizing neurons and real-time neural activity in live or fixed
tissue. The system will enable new kinds of experiments, e.g., examining
activity simultaneously in many neurons, or overtime during development. An
imaging specialist will facilitate the integration of this technology into
existing research programs and among users from multiple disciplines. 2) The
Computing and Engineering Core will provide signal processing and electronic
systems support for physiological and behavior research and for device
development. The development of common signal processing algorithms will promote
interdisciplinary collaborations (e.g., between physiological and behavioral
projects) and facilitate data sharing. Core personnel will conduct a lecture
series to familiarize new researchers with the engineering technologies used in
core users' laboratories. The two Cores also will interact with each other,
e.g., software development for image analysis, or for sharing data. These shared
facilities will enhance ongoing research at UCI and accelerate the trend towards
interdisciplinary research in NIDCD mission areas. The resulting synergy among
disciplines is critical for a fuller understanding of communication and
communication disorders.
Dr. Zeng previous investigation included: (1) Intensity coding in acoustic and electric hearing; (2) Speech processor for auditory prostheses; and (3) Hearing deficits due to auditory neuropathy.
Dr. Zeng’s laboratory is equipped with state-of-the-art signal processing software and hardware that allows precise generation, control, and presentation of acoustic stimuli including tones, noises, speech, and music sounds. Clinical and experimental programming interfaces are available for cochlear implant related research. Acoustic simulations of various degrees of hearing impairment, cochlear implants, and auditory neuropathy are also available for research purposes and for allowing a normally hearing listener to appreciate hearing loss.
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