# US 9,439,013 B2 · Uncomfortable sound pressure evaluation system, uncomfortable sound pressure evaluation apparatus, uncomfortable sound pressure adjustment apparatus, uncomfortable sound pressure evaluation method, and computer program thereof > Agents: this data is available as JSON from the patentgrep API and MCP server — see https://patentgrep.com/llms.txt - Number: US 9,439,013 B2 - Document ID: US9439013B2 - Status: Granted - Kind: B2 - Application number: 14/500,163 - Filed: 2014-09-29 - Published: 2015-01-15 - Granted: 2016-09-06 - Earliest claimed: 2012-09-27 - Assignees: Panasonic Intellectual Property Management Co., Ltd. - Applicants: Panasonic Corporation - Inventors: Shinobu Adachi; Jun Ozawa - Web page: https://patentgrep.com/patent/US9439013B2 ## CPC - H04R 29/00: Monitoring arrangements; Testing arrangements {(for hearing aids H04R25/30; detection of loudspeaker connection H04R5/04; sound-field adaptation dependent on speaker detection H04S7/308)} - A61B 5/125: {objective methods} - A61B 5/377: using evoked responses - A61B 5/726: {using Wavelet transforms} - H04R 25/70: {Adaptation of deaf aid to hearing loss, e.g. initial electronic fitting} - H04R: LOUDSPEAKERS, MICROPHONES, GRAMOPHONE PICK-UPS OR LIKE ACOUSTIC ELECTROMECHANICAL TRANSDUCERS; ELECTRIC HEARING AIDS; PUBLIC ADDRESS SYSTEMS (producing sounds with frequency not determined by supply frequency G10K) - A61B: DIAGNOSIS; SURGERY; IDENTIFICATION (usefulness limited to only animals A61D) ## Abstract An exemplary uncomfortable sound pressure evaluation system consecutively presents sound stimulation groups to a user. Each sound stimulation group includes a sound stimulation, and the sound stimulation groups differ in frequency from one another. The system includes: an extraction section configured to extract, for each sound stimulation group, information concerning event-related potential relating to the sound stimulation; an estimation section configured to estimate an uncomfortable sound pressure (UCL) of the user from the information concerning event-related potential; and a correction section configured to determine whether the estimated UCL is higher than a predefined maximum UCL or not, and if a proportion of those determination results which indicate the UCL to be higher than the maximum UCL is smaller than predetermined, correcting each UCL determined as higher than the maximum UCL to a sound pressure equal to or less than the maximum UCL. ## Claims ### Claim 1 An uncomfortable sound pressure evaluation system comprising: a measurement section configured to measure an electroencephalogram signal of a user; an output section configured to consecutively present a plurality of sound stimulation groups to the user, each sound stimulation group including at least one sound stimulation, and the sound stimulation groups differing in frequency from one another; an extraction section configured to extract, for each sound stimulation group, information concerning event-related potential from the electroencephalogram signal in a predetermined zone defined based on a point of presenting the at least one sound stimulation as a starting point; an estimation section configured to estimate an uncomfortable sound pressure of the user from the information concerning event-related potential against a predefined criterion; a storage section configured to store a predefined maximum uncomfortable sound pressure; and a correction section configured to determine whether the estimated uncomfortable sound pressure is higher than the maximum uncomfortable sound pressure or not, and if, among determination results across all of the plurality of sound stimulation groups, a proportion of those determination results which indicate the uncomfortable sound pressure to be higher than the maximum uncomfortable sound pressure is smaller than predetermined, correcting each uncomfortable sound pressure determined as higher than the maximum uncomfortable sound pressure to a sound pressure equal to or less than the maximum uncomfortable sound pressure. ### Claim 2 An uncomfortable sound pressure evaluation system comprising: a measurement section configured to measure an electroencephalogram signal of a user; an output section configured to present a sound stimulation group to the user, the sound stimulation group including a first sound, a second sound, and a third sound which are pure tones of a same frequency and which consecutively decrease in sound pressure within a predetermined range; an extraction section configured to extract a characteristic amount concerning time frequency information of event-related potential from the electroencephalogram signal in a predetermined zone defined based on a point of presenting each of the first sound, the second sound, and the third sound as a starting point; an estimation section configured to estimate, based on the extracted characteristic amount, an uncomfortable sound pressure corresponding to the frequency; a maximum uncomfortable sound pressure determination section configured to determine, based on a hearing threshold value of the user, a maximum uncomfortable sound pressure of the user corresponding to the frequency; and a correction section configured to correct the uncomfortable sound pressure to the maximum uncomfortable sound pressure and to output the corrected uncomfortable sound pressure if the estimated uncomfortable sound pressure is higher than the maximum uncomfortable sound pressure, and to output the estimated uncomfortable sound pressure if the estimated uncomfortable sound pressure is equal to or lower than the maximum uncomfortable sound pressure. ### Claim 3 (depends on 2) The uncomfortable sound pressure evaluation system of claim 2, wherein the maximum uncomfortable sound pressure determination section retains in advance a predetermined table concerning maximum uncomfortable sound pressures associated with hearing threshold values, and determines the maximum uncomfortable sound pressure from a given hearing threshold value of the user by referring to the table. ### Claim 4 (depends on 3) The uncomfortable sound pressure evaluation system of claim 3, wherein, for each of a plurality of frequencies, the output section outputs a sound stimulation group including a first sound, a second sound, and a third sound; the extraction section extracts a characteristic amount concerning time frequency information of event-related potential for each sound stimulation group; the estimation section estimates an uncomfortable sound pressure corresponding to each frequency, based on the characteristic amount extracted for each sound stimulation group; and for the respective estimated uncomfortable sound pressure corresponding to each frequency, the correction section corrects the uncomfortable sound pressure to the maximum uncomfortable sound pressure and outputs the corrected uncomfortable sound pressure if the uncomfortable sound pressure is higher than the maximum uncomfortable sound pressure, and outputs the estimated uncomfortable sound pressure if the estimated uncomfortable sound pressure is equal to or lower than the maximum uncomfortable sound pressure. ### Claim 5 (depends on 3) The uncomfortable sound pressure evaluation system of claim 3, wherein, for each of a plurality of frequencies, the output section outputs a sound stimulation group including a first sound, a second sound, and a third sound; the extraction section extracts a characteristic amount concerning time frequency information of event-related potential for each sound stimulation group; the estimation section estimates an uncomfortable sound pressure corresponding to each frequency, based on the characteristic amount extracted for each sound stimulation group; and for the respective estimated uncomfortable sound pressure corresponding to each frequency, the correction section determines whether the uncomfortable sound pressure is higher than the maximum uncomfortable sound pressure or not, and if, among determination results, a proportion of those determination results which indicate the uncomfortable sound pressure to be higher than the maximum uncomfortable sound pressure is equal to or greater than predetermined, outputs the estimated uncomfortable sound pressure for all frequencies. ### Claim 6 (depends on 5) The uncomfortable sound pressure evaluation system of claim 5, wherein, among the determination results, if a proportion of those determination results which indicate the uncomfortable sound pressure to be higher than the maximum uncomfortable sound pressure is smaller than predetermined, the correction section corrects the uncomfortable sound pressure to the maximum uncomfortable sound pressure and outputs the corrected uncomfortable sound pressure, for each uncomfortable sound pressure determined to be higher than the maximum uncomfortable sound pressure. ### Claim 7 (depends on 2) The uncomfortable sound pressure evaluation system of claim 2, further comprising a database for accumulating the uncomfortable sound pressure that is output from the correction section for the frequency. ### Claim 8 (depends on 7) The uncomfortable sound pressure evaluation system of claim 7, wherein, the correction section generates correction information indicating whether the estimated uncomfortable sound pressure is corrected or not; and the database accumulates the correction information in association with the uncomfortable sound pressure for the frequency. ### Claim 9 (depends on 2) The uncomfortable sound pressure evaluation system of claim 2, wherein, the output section presents a sound stimulation group of the same frequency and sound pressures as those of the first sound, the second sound, and the third sound a plurality of times at a predetermined interval; each time the sound stimulation group is presented, the extraction section extracts an event-related potential from the electroencephalogram signal in a predetermined zone defined based on a point of presenting each of the first sound, the second sound, and the third sound of each sound stimulation group as a starting point, and adds the event-related potential to the already extracted event-related potential or event-related potentials; and each time the sound stimulation group is presented, the estimation section estimates an uncomfortable sound pressure based on the added event-related potential. ### Claim 10 (depends on 9) The uncomfortable sound pressure evaluation system of claim 9, further comprising a convergence determination section configured to determine, each time the sound stimulation group is presented, whether the estimated uncomfortable sound pressure has converged or not, wherein, for any sound stimulation group being determined by the convergence determination section as having reached convergence, the output section stops subsequent presentation. ### Claim 11 (depends on 2) The uncomfortable sound pressure evaluation system of claim 2, wherein the extraction section extracts a wavelet-coefficient related characteristic amount concerning the event-related potential. ### Claim 12 (depends on 11) The uncomfortable sound pressure evaluation system of claim 11, wherein the estimation section retains as training data a previously-provided relationship between wavelet characteristic amounts and sound pressures of other people, and performs linear discrimination by using the characteristic amount extracted by the extraction section and the training data to estimate the uncomfortable sound pressure. ### Claim 13 (depends on 11) The uncomfortable sound pressure evaluation system of claim 11, wherein, based on an event-related potential of the electroencephalogram signal extraction section measured in a time zone of 300 ms or less defined from a point of presenting each of the first sound, the second sound, and the third sound as a starting point, and extracts a wavelet coefficient of the event-related potential as the characteristic amount. ### Claim 14 (depends on 10) The uncomfortable sound pressure evaluation system of claim 10, wherein the extraction section extracts as the characteristic amount a value obtained by averaging wavelet coefficients of the event-related potential over a predetermined frequency range and a predetermined time range. ### Claim 15 (depends on 14) The uncomfortable sound pressure evaluation system of claim 14, wherein the predetermined frequency range is between 5 Hz and 15 Hz. ### Claim 16 (depends on 14) The uncomfortable sound pressure evaluation system of claim 14, wherein the predetermined time range is 50 ms. ### Claim 17 An uncomfortable sound pressure adjustment apparatus for use in an uncomfortable sound pressure evaluation system, the uncomfortable sound pressure evaluation system including an output section configured to consecutively present a plurality of sound stimulation groups to a user, each sound stimulation group including at least one sound stimulation, and the sound stimulation groups differing in frequency from one another, the uncomfortable sound pressure adjustment apparatus comprising: an extraction section configured to receive from a measurement section which measures an electroencephalogram signal of the user the electroencephalogram signal, and for each sound stimulation group, to extract information concerning event-related potential from the electroencephalogram signal in a predetermined zone defined based on a point of presenting the at least one sound stimulation as a starting point; an estimation section configured to estimate an uncomfortable sound pressure of the user from the information concerning event-related potential against a predefined criterion; a storage section configured to store a predefined maximum uncomfortable sound pressure; and a correction section configured to determine whether the estimated uncomfortable sound pressure is higher than the maximum uncomfortable sound pressure or not, and if, among determination results across all of the plurality of sound stimulation groups, a proportion of those determination results which indicate the uncomfortable sound pressure to be higher than the maximum uncomfortable sound pressure is smaller than predetermined, correcting each uncomfortable sound pressure determined as higher than the maximum uncomfortable sound pressure to a sound pressure equal to or less than the maximum uncomfortable sound pressure. ### Claim 18 (depends on 17) An uncomfortable sound pressure evaluation apparatus comprising: the uncomfortable sound pressure adjustment apparatus of claim 17; a sound stimulation determination section configured to determine the at least one sound stimulation; and a sound stimulation generation section configured to generate the determined at least one sound stimulation, and to output to the extraction section information of a point of outputting the at least one sound stimulation. ### Claim 19 An uncomfortable sound pressure evaluation method comprising the steps of: receiving from a measurement section which measures an electroencephalogram signal of a user the electroencephalogram signal; consecutively presenting a plurality of sound stimulation groups to the user, each sound stimulation group including at least one sound stimulation, and the sound stimulation groups differing in frequency from one another; for each sound stimulation group, extracting information concerning event-related potential from the electroencephalogram signal in a predetermined zone defined based on a point of presenting the at least one sound stimulation as a starting point; estimating an uncomfortable sound pressure of the user from the information concerning event-related potential against a predefined criterion; and determining whether the estimated uncomfortable sound pressure is higher than the maximum uncomfortable sound pressure or not, and if, among determination results across all of the plurality of sound stimulation groups, a proportion of those determination results which indicate the uncomfortable sound pressure to be higher than the maximum uncomfortable sound pressure is smaller than predetermined, correcting each uncomfortable sound pressure determined as higher than the maximum uncomfortable sound pressure to a sound pressure equal to or less than the maximum uncomfortable sound pressure. ### Claim 20 A non-transitory computer-readable medium having thereon a computer program to be executed by a computer mounted in an uncomfortable sound pressure evaluation apparatus, wherein the computer program causes the computer to execute the steps of: receiving from a measurement section which measures an electroencephalogram signal of a user the electroencephalogram signal; consecutively presenting a plurality of sound stimulation groups to the user, each sound stimulation group including at least one sound stimulation, and the sound stimulation groups differing in frequency from one another; for each sound stimulation group, extracting information concerning event-related potential from the electroencephalogram signal in a predetermined zone defined based on a point of presenting the at least one sound stimulation as a starting point; estimating an uncomfortable sound pressure of the user from the information concerning event-related potential against a predefined criterion; and determining whether the estimated uncomfortable sound pressure is higher than the maximum uncomfortable sound pressure or not, and if, among determination results across all of the plurality of sound stimulation groups, a proportion of those determination results which indicate the uncomfortable sound pressure to be higher than the maximum uncomfortable sound pressure is smaller than predetermined, correcting each uncomfortable sound pressure determined as higher than the maximum uncomfortable sound pressure to a sound pressure equal to or less than the maximum uncomfortable sound pressure.