Massachusetts Institute of Technology
Signal detection in the auditory midbrain : neural correlated and mechanisms of spatial release from masking
Abstract
dc:description.abstractNormal-hearing listeners have a remarkable ability to hear in noisy environments, while hearing-impaired listeners and automatic speech-recognition systems often have difficulty in noise. With the ultimate goal of improving hearing aids and speech-recognition systems, we study the neural mechanisms involved in one aspect of noisy-environment listening, "spatial release from masking," which is the observation that a signal is more easily detected when its source is spatially separated from a masking-noise source. We use neurophysiology, computational modeling, and psychoacoustics to investigate the neural mechanisms of spatial release from masking, and we focus on low frequencies, which are important for speech recognition and are often spared in hearing-impaired listeners. Previous studies suggest that at low frequencies, listeners use interaural time differences (ITDs) to improve signal detection when signals and maskers are spatially separated in azimuth. To determine how individual neurons respond to spatially separated signals and maskers, we record in anesthetized cats from low-frequency, ITD-sensitive neurons in the inferior colliculus (IC), a major center of converging auditory pathways in the midbrain. We develop a computational model of the neuron responses, which incorporates both interaural cross-correlation (as used in existing binaural models) and amplitude-modulation sensitivity. The need for modulation sensitivity to predict the neural responses indicates that binaural and temporal processing are interacting in signal detection, rather than acting independently as is often assumed. This modification is especially important because most natural sounds, including speech, have pronounced envelope fluctuations that
Degree
thesis:*- Department dc:contributor.department
- Harvard University--MIT Division of Health Sciences and Technology.
- Grantor dc:publisher
- Massachusetts Institute of Technology
- Year dc:date.issued
- 2004
Author and committee
dc:creator, dc:contributor.*- Author dc:creator
-
- Lane, Courtney C., 1974-
- Advisor dc:contributor.advisor
-
- Bertrand Delgutte.
Subjects
dc:subject × 1Rights
dc:rights- Statement dc:rights
-
- M.I.T. theses are protected by copyright. They may be viewed from this source for any purpose, but reproduction or distribution in any format is prohibited without written permission. See provided URL for inquiries about permission.
- Licence dc:rights.uri
- Language dc:language.iso
- eng
Identifiers
dc:identifier.*- Handle dc:identifier.uri
- http://hdl.handle.net/1721.1/16700
- OAI identifier oai:identifier
- oai:dspace.mit.edu:1721.1/16700