NOT
SIGNIFICANT
Abstract
Listening in noisy environments is difficult. Neural ”de-noising”
mechanisms exist to improve the perceptual signal-to-noise ratio in
such environments. This de-noising can be quantified using a “co-
modulation masking release” (CMR) paradigm. People with hearing
loss find noisy environments particularly troublesome, and have much
weaker CMR. We tested the hypothesis that non-linear signal
processing in the normal-hearing cochlea is the basis of CMR.
Hypothesis: Frequency-dependent suppressive non-linearities in the
cochlea result in a neural correlate of CMR in the auditory nerve.
Introduction
FREQUENCY
SOUND LEVEL
Unexpected improvement in masked signal-detection threshold
when coherent (across-frequency) amplitude modulation is
applied to a broadband masker [1].
Inner Hair Cells: Afferent Signal Transduction.
Outer Hair Cells: “Cochlear Amplifier”.
Adapted from Sachs & Kiang (1968)
Frequency (kHz)
Sound Pressure Level
Adapted from Ruggero et al. (1992)
Two-tone suppression: an (almost) instantaneous mechanical
phenomenon – NOT neural inhibition!
Co-Modulation Masking Release Begins in the Auditory Periphery
Kareem R. Hussein
1
, Agudemu Borjigan
1
, Mark Sayles M.D., Ph.D.
1,2
1
Weldon School of Biomedical Engineering, Purdue University
2
Department of Speech, Language, & Hearing Sciences, Purdue University
Methods
Surgical preparation and recording
• Anesthetized chinchilla (Chinchilla lanigera).
• ketamine/xylazine/diazepam
• Single-unit spike-time recording from ANFs
• Dorsal fossa approach
• Ipsi-lateral cerebellotomy
• High impedance glass pipettes (30–90 MΩ)
Acoustic stimuli
• Presented signal tone, masked by a SAM tone at fiber’s center frequency
(CF) and band-stop Gaussian “flanking band” noise.
• Three acoustic signals used similar in past CMR studies [2,3]
• RF: SAM + Signal.
• CM: Signal + SAM + FB in phase with SAM.
• CD: Signal + SAM + FB out of phase with SAM.
Analyses:
• Constructed tuning curve to find the unit’s CF and threshold, both used
to design the CMR stimuli.
• Vary sound pressure level of a band-stop Gaussian noise in the presence
of a CF tone to find the noise level where maximum suppression of the
CF-tone driven response occurs.
• Present RF, CD, and CM stimuli in randomized order, for 20 repetitions.
Construction of CMR acoustic stimuli
Signal tone (a 50-ms long CF-tone pip) presented three times, centered on the
last three amplitude envelope minima of the SAM tone on-frequency masker
(OFM).
Prediction
Results
REFERENCE CO-MODULATED CO-DEVIANT
increasing signal level
0 5 10 15 20 25 30 35 40 45 50
0
1
2
3
4
5
6
7
Notched Noise
Level (dB re. Threshold in quiet)
Signal:Masker Synchronized−Rate Ratio
experiment: 24−May−2017
track: 4
unit: 4
SR: 0 per sec.
RF
CM
CD
Histogram of LSR
fiber showing firing
rates effects from RF,
CM and CD stimulus
conditions with
increasing signal level
as you go down (top).
Signal:Masker Sync-
Rate Ratio as a
function of increasing
signal level (left).
increasing signal level
0 5 10 15 20 25 30 35 40 45 50
0
0.5
1
1.5
2
2.5
3
Notched Noise
Level (dB re. Threshold in quiet)
Signal:Masker Synchronized−Rate Ratio
experiment: 07−Jun−2017
track: 2
unit: 7
SR: 42 per sec.
RF
CM
CD
Histogram of HSR
fiber showing firing
rates effects from RF,
CM and CD stimulus
conditions with
increasing signal
level as you go down
(top).
Signal:Masker Sync-
Rate Ratio as a
function of increasing
signal level (left).
Signal:Masker Sync-Rate Ratio for different noise types.
• Think of this measure as a signal-to-noise ratio, in
the response dimension rather than the acoustic.
• Low-pass noise maskers have most effect
compared to notched- and high-pass noise
maskers.
Signal:Masker Sync-Rate Ratio differences between LSR
and HSR fibers.
Defines how much of the response is due to signal or
masker.
• In LSRs: CM, signal contributes more to response
than masker, while for RF and CD, masker
dominates the response.
• In HSRs: the masker dominates for all conditions.
Conclusions and Future Work
• Proof of CMR in the nerve means relevant neural
information is already present at the brain’s input.
• Chinchilla ANF data support a role for cochlear non-
linearities in mediating across-frequency co-
modulation masking release.
• Important to characterize the
strength of this effect in the inputs
to brainstem circuits.
• This doesn’t mean there’s no role for brainstem (or
cortical) processing in CMR.
Acknowledgements
Supported by start-up funds from the College of
Engineering and College of Health & Human Sciences,
Purdue University. KRH is supported by the SURF program.
References
[1] Hall J., et al. (1984). Detection in noise by spectro-
temporal pattern analysis. The Journal of the Acoustical
Society of America, 76, 50–56.
[2] Pressnitzer D., et al. (2001). Physiological Correlates of
Comodulation Masking Release in the Mammalian Ventral
Cochlear Nucleus. The Journal of Neuroscience, 21, 6377–
6386.
[3] Neuert V., et al. (2004). Responses of Dorsal Cochlear
Nucleus Neurons to Signals in the Presence of Modulated
Maskers. The Journal of Neuroscience, 25, 5789–5797.
Basilar Membrane (top left),
characteristic frequency of
spontaneous rate fibers (top), and
frequency tuning curves of several
neurons (left).
Description of constructed CMR acoustic stimulus conditions: Reference (RF),
Co-modulated (CM), and Co-deviant (CD).
Basilar membrane velocity responses to CF-tones (left) and frequency
tuning curve showing suppressive regions represented in dashed blue
and red lines (right).
Cochlea inner and outer
hair cells.
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Time (ms)
Spikes
Time (ms)
Spikes