System and method for individualized hearing air prescription
Disclosed is a system and method for individualized hearing aid prescription which consists of a test procedure that enables the fitting of an individualized estimation of the SII model to individual listeners efficiently and an optimization process which translates the resulting individualized model to the prescribed gains across frequencies for programming into the user's hearing aids. The test involves the recognition of one or more words presented in background noise, which better approximates the daily listening experiences of hearing-aid users compared to the pure-tone detection in a silent environment task which is commonly utilized during conventional audiometric testing. In the estimated SII model, five parameters describe in a custom fashion the relative weights of speech information across the five frequency bands for a given listener. The results from the speech test is used to determine the desirable amount of gain for each frequency region to optimize the user's aided speech intelligibility. The resulting gains for the individual may then be programmatically applied to the individual's prescribed hearing aid device(s).
1. A method for fitting a programmable hearing aid to an individual in order to maximize speech intelligibility comprising the steps of:
providing to the individual through at least one speaker a set of audible stimuli, each comprising a target combined with a plurality of background noise, wherein the target comprises at least one keyword and the audible stimuli is filtered so as to include only a less than complete set of frequency bands;
determining the individual's perceived responses to each said stimulus within said set of audible stimuli by receiving user input based on the individual's hearing of the set of audible stimuli;
determining using a set of at least one computer processor a set of parameters for use within the Speech Intelligibility Index using said perceived responses;
iteratively refining the set of parameters using the set of at least one computer processor by generating a revised set of audible stimuli for providing to the user, wherein the frequency at which the revised audible stimuli is filtered is programmatically selected, and determining the individual's perceived responses to the revised audible stimuli by receiving user input based on the individual's hearing of the revised set of audible stimuli;
calculating, using the set of computer processors, a plurality of gain compensation factors for a plurality of frequencies at which the hearing aid operates using the set of parameters; and
programmatically adjusting, using the computer processors, at least a first factor within said plurality of gain compensation factors using an iterative search algorithm to achieve increased speech intelligibility across at least a portion of the entire frequency spectrum; and
programmatically setting, using the computer processors, at least a portion of the plurality of gain compensation factors into the programmable hearing aid as gain settings, including said first factor.
2. The method of claim 1 , wherein the background noise is multi-talker babble noise.
3. The method of claim 2 , wherein the target is contained within a spoken sentence.
4. The method of claim 1 , wherein the target is contained within a spoken sentence.
5. The method for claim 1 , wherein the target is comprised of at least two keywords.
6. The method of claim 5 wherein the target is spoken in one voice.
7. The method of claim 1 , wherein the target is comprised of at least three keywords.
8. The method of claim 1 , wherein the audible stimuli is filtered using at least one one-octave-wide filter which is centered at either 250, 500, 1000, 2000, or 4000 Hz.
9. The method of claim 1 , wherein the set of parameters is determined using extended Kalman filtering.
10. The method of claim 1 , wherein the set of parameters is determined using extended logistic regression.
11. The method of claim 1 , wherein the plurality of gain compensation factors are determined using an iterative search algorithm.
12. The method of claim 1 , wherein the user is wearing a hearing aid.
13. The method of claim 1 , wherein the set of parameters are utilized in place of constants which are part of the Speech Intelligibility Index.
14. The method of claim 1 , further comprising the step of mixing the target and the plurality of background noise at predetermined ratios.
15. A method for fitting a programmable hearing aid to an individual in order to maximize speech intelligibility comprising the steps of:
providing to the individual through at least one speaker a set of audible stimuli, each comprising a target combined with a plurality of background noise, wherein the target comprises at least one keyword and the audible stimuli is filtered so as to include only a less than complete set of frequency bands;
determining the individual's perceived responses to each said stimulus within said set of audible stimuli by receiving user input based on the individual's hearing of the set of audible stimuli;
determining using a set of at least one computer processor a set of parameters for use within the Speech Intelligibility Index using said perceived responses;
iteratively refining the set of parameters using the set of at least one computer processor by generating a revised set of audible stimuli for providing to the user, wherein the frequency at which the revised audible stimuli is filtered is programmatically selected, and determining the individual's perceived responses to the revised audible stimuli by receiving user input based on the individual's hearing of the revised set of audible stimuli;
calculating, using the a set of at least one computer processor, a plurality of gain compensation factors for a plurality of frequencies at which the hearing aid operates using the set of parameters; and
programmatically adjusting, using the set of at least one computer processor, at least a first factor within said plurality of gain compensation factors using an iterative search algorithm to achieve increased speech intelligibility across at least a portion of the entire frequency spectrum; and
setting at least a portion of the plurality of gain compensation factors into the programmable hearing aid as gain settings, including said first factor.
16. A method for fitting a programmable hearing aid to an individual in order to maximize speech intelligibility comprising the steps of:
providing to the individual through at least one speaker a set of audible stimuli, each comprising a target combined with a plurality of background noise, wherein the target comprises at least one keyword presented within a sentence and the audible stimuli is filtered so as to include only a less than complete set of frequency bands and mixed to achieve a predetermined volume ratio between the target and the plurality of background noise;
determining the individual's perceived responses to each said stimulus within said set of audible stimuli by receiving user input based on the individual's hearing of the set of audible stimuli;
determining using a set of at least one computer processor a set of parameters for use within the Speech Intelligibility Index using said perceived responses;
iteratively refining the set of parameters using the set of at least one computer processor by generating a revised set of audible stimuli for providing to the user, wherein the frequency at which the revised audible stimuli is filtered and the volume ratio at which target and the plurality of background noise are mixed is programmatically selected, and determining the individual's perceived responses to the revised audible stimuli by receiving user input based on the individual's hearing of the revised set of audible stimuli;
calculating, using the set of at least one computer processor, a plurality of gain compensation factors for a plurality of frequencies at which the hearing aid operates using the set of parameters; and
programmatically adjusting, using the set of at least one computer processor, at least a first factor within said plurality of gain compensation factors using an iterative search algorithm to achieve increased speech intelligibility across at least a portion of the entire frequency spectrum; and
setting at least a portion of the plurality of gain compensation factors into the programmable hearing aid as gain settings, including said first factor.