Performance based in situ optimization of hearing aids

1. An in situ fitting system configured for adjusting hearing aid signal processing parameters of a plurality of hearing aid systems during normal use of the hearing aid systems, comprising:

at least one server interconnected with the plurality of hearing aid systems, each of the hearing aid systems comprising

a hearing aid with

a microphone for provision of an audio signal in response to sound signals received at the microphone from a sound environment,

a processor that is configured to process the audio signal in accordance with a signal processing algorithm F n (Θ n ), where Θ n is a set of signal processing parameters of the signal processing algorithm F n , to generate a hearing loss compensated audio signal,

an output transducer for providing an output signal to a user of the each of the hearing aid systems based on the hearing loss compensated audio signal, and

a server interface configured for data communication with the at least one server; and

a performance detector for each of the hearing aid systems, the performance detector configured for determining listening performance of the user of the associated hearing aid system;

wherein the at least one server is configured for

determining a value of one of the signal processing parameters of the hearing aid of one of the hearing aid systems based on determined listening performance of a plurality of the users of the hearing aid systems, and

transmitting information on the determined value to the hearing aid of the one of the hearing aid systems;

wherein the processor of the hearing aid of the one of the hearing aid systems is configured for setting the one of the signal processing parameters to the determined value upon receipt of the information.

2. The in situ fitting system according to claim 1 , wherein at least one of the hearing aid systems comprises a hand-held device communicatively coupled with the hearing aid of the at least one of the hearing aid systems, and configured for interconnecting the hearing aid of the at least one of the hearing aid systems with the at least one server.

3. The in situ fitting system according to claim 1 , wherein the at least one server has access to a performance model, and wherein the at least one server is configured for determining the value of the one of the signal processing parameters based on the determined listening performance and the performance model.

4. The in situ fitting system according to claim 3 , wherein the performance model includes at least one user parameter selected from the group consisting of an audiogram, age, sex, height, and native language.

5. The in situ fitting system according to claim 1 , wherein the at least one server is configured for determining the value using Bayesian machine learning, neural networks, or data clustering.

6. The in situ fitting system according to claim 1 , wherein at least one of the hearing aid systems is configured for recording a voice of the user of the at least one of the hearing aid systems, and wherein the performance detector associated with the at least one of the hearing aid systems is configured for determining listening performance of the user of the at least one of the hearing aid systems based on the recorded voice and recorded sound from the sound environment.

7. The in situ fitting system according to claim 6 , wherein the listening performance relates to a time of response by the user of the at least one of the hearing aid systems measured since a reception of speech, and wherein the at least one server is configured to determine at least one gain value of the at least one of the hearing aid systems for improved speech audibility.

8. The in situ fitting system according to claim 6 , wherein the listening performance of the user of the at least one of the hearing aid systems relates to speech understanding of the user of the at least one of the hearing aid systems.

9. The in situ fitting system according to claim 1 , wherein one of the hearing aid systems comprises:

a direction of arrival detector configured for determining a direction of arrival of sound at the one of the hearing aid system; and

an orientation sensor configured for determining a looking direction of the user of the one of the hearing aid systems during the arrival of the sound;

wherein the performance detector is configured for comparison of the determined direction of the arrival of the sound, and the looking direction of the user of the one of the hearing aid systems;

wherein the at least one server is configured for determining the value of the one of the signal processing parameters based on the comparison, and transmitting information on the determined value to the hearing aid of the one of the hearing aid systems; and

wherein the processor of the hearing aid of the one of the hearing aid systems is configured for setting the one of the signal processing parameters to the determined value upon receipt of the information, whereby a deviation of the looking direction with relation to the direction of arrival is decreased.

10. The in situ fitting system according to claim 1 , further comprising:

a sound environment detector for each of the hearing aid systems, the sound environment detector configured for determining a category of a sound environment surrounding the associated hearing aid system based on a sound signal received by the associated hearing aid system;

wherein the at least one server is configured for determining the value of the one of the signal processing parameters of the hearing aid of the one of the hearing aid systems based also on the category of the sound environment determined by the associated sound environment detector.

11. The in situ fitting system according to claim 3 , wherein at least one of the hearing aid systems comprises a user interface for allowing the user of the at least one of the hearing aid systems to make adjustment of at least one of the signal processing parameters;

wherein the at least one server is configured for recording the adjustment of the at least one of the signal processing parameters made by the user of the at least one of the hearing aid systems, and incorporating the adjustment in the performance model.

12. The in situ fitting system according to claim 3 , wherein at least one of the hearing aid systems comprises a location detector configured for determining a geographical position of the at least one of the hearing aid systems, and wherein the at least one server is configured for

recording the geographical position of the at least one of the hearing aid systems, and

incorporating the geographical position in the performance model.

13. The in situ fitting system according to claim 1 , wherein at least one of the hearing aid systems comprises at least a part of the performance detector associated with the at least one of the hearing aid systems.

14. The in situ fitting system according to claim 1 , wherein at least one of the hearing aid systems comprises at least a part of a sound environment detector.

15. The in situ fitting system according to claim 1 , wherein at least one of the hearing aid systems comprises at least a part of a location detector.

16. A hearing aid system forming part of the in situ fitting system according to claim 1 .