Performance based in situ optimization of hearing aids
A new hearing aid system is provided that facilitates determination of listening performance of a user of the hearing aid system and adjustment of a hearing aid for improved listening performance.
1. A hearing aid, comprising:
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 ) to generate a hearing loss compensated audio signal, where Θ n is a set of signal processing parameters of the signal processing algorithm F n ;
an output transducer for providing an output signal to a user of the hearing aid based on the hearing loss compensated audio signal; and
an interface configured for data communication with at least one server;
wherein the processor is configured for adjusting a value of one of the signal processing parameters based on information on the one of the signal processing parameters, the information being received from the at least one server, the value being based on listening performances of users of hearing aid systems determined by performance detectors associated with the hearing aid systems; and
wherein the value of the one of the signal processing parameters is based on the determined listening performances and a performance model.
2. The hearing aid according to claim 1 , wherein the performance model includes at least one user parameter selected from the group consisting of an audiogram, age, sex, height, and native language.
3. A hearing system comprising the hearing aid of claim 1 , and a hand-held device communicatively coupled with the hearing aid, the hand-held device configured for interconnecting the hearing aid with the at least one server.
4. A hearing system comprising the hearing aid of claim 1 , and a sound environment detector, the sound environment detector configured for determining a category of a sound environment surrounding the hearing system based on a sound signal received by the hearing system;
wherein the value of the one of the signal processing parameters is based also on the category of the sound environment determined by the sound environment detector.
5. A hearing system comprising the hearing aid of claim 1 , and a user interface for allowing the user of the hearing aid to make adjustment of at least one of the signal processing parameters.
6. A hearing system comprising the hearing aid of claim 1 , and a location detector configured for determining a geographical position of the hearing system.
7. The hearing aid according to claim 1 , further comprising at least a part of one of the performance detectors.
8. The hearing aid according to claim 1 , further comprising at least a part of a sound environment detector.
9. The hearing aid according to claim 1 , further comprising at least a part of a location detector.
10. The hearing aid according to claim 1 , wherein the hearing aid is a part of an in situ fitting system.
11. An in situ fitting system comprising the hearing aid of claim 1 , and the at least one server.
12. The hearing aid according to claim 1 , wherein the hearing aid is a part of one of the hearing aid systems.
13. A hearing aid, comprising:
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 ) to generate a hearing loss compensated audio signal, where Θ n is a set of signal processing parameters of the signal processing algorithm F n ;
an output transducer for providing an output signal to a user of the hearing aid based on the hearing loss compensated audio signal; and
an interface configured for data communication with at least one server;
wherein the processor is configured for adjusting a value of one of the signal processing parameters based on information on the one of the signal processing parameters, the information being received from the at least one server, the value being based on listening performances of users of hearing aid systems determined by performance detectors associated with the hearing aid systems; and
wherein the value is based on Bayesian machine learning, neural networks, or data clustering.
14. A hearing system comprising the hearing aid of claim 13 , and a hand-held device communicatively coupled with the hearing aid, the hand-held device configured for interconnecting the hearing aid with the at least one server.
15. A hearing system comprising the hearing aid of claim 13 , and a sound environment detector, the sound environment detector configured for determining a category of a sound environment surrounding the hearing system based on a sound signal received by the hearing system;
wherein the value of the one of the signal processing parameters is based also on the category of the sound environment determined by the sound environment detector.
16. A hearing system comprising the hearing aid of claim 13 , and a user interface for allowing the user of the hearing aid to make adjustment of at least one of the signal processing parameters.
17. A hearing system comprising the hearing aid of claim 13 , and a location detector configured for determining a geographical position of the hearing system.
18. The hearing aid according to claim 13 , further comprising at least a part of one of the performance detectors.
19. The hearing aid according to claim 13 , further comprising at least a part of a sound environment detector.
20. The hearing aid according to claim 13 , further comprising at least a part of a location detector.
21. The hearing aid according to claim 13 , wherein the hearing aid is a part of an in situ fitting system.
22. An in situ fitting system comprising the hearing aid of claim 13 , and the at least one server.
23. The hearing aid according to claim 13 , wherein the hearing aid is a part of one of the hearing aid systems.
24. A hearing aid, comprising:
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 ) to generate a hearing loss compensated audio signal, where Θ n is a set of signal processing parameters of the signal processing algorithm F n ;
an output transducer for providing an output signal to a user of the hearing aid based on the hearing loss compensated audio signal; and
an interface configured for data communication with at least one server;
wherein the processor is configured for adjusting a value of one of the signal processing parameters based on information on the one of the signal processing parameters received from the at least one server, the value being based on listening performances of users of hearing aid systems determined by performance detectors associated with the hearing aid systems; and
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 the listening performance of the user of the at least one of the hearing aid systems based on the recorded voice and recorded environmental sound.
25. The hearing aid according to claim 24 , wherein the listening performance of the user of the at least one of the hearing aid systems 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.
26. The hearing aid according to claim 24 , 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.
27. A hearing system comprising a hearing aid, the hearing aid comprising:
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 ) to generate a hearing loss compensated audio signal, where Θ n is a set of signal processing parameters of the signal processing algorithm F n ;
an output transducer for providing an output signal to a user of the hearing aid based on the hearing loss compensated audio signal; and
an interface configured for data communication with at least one server;
wherein the processor is configured for adjusting a value of one of the signal processing parameters based on information on the one of the signal processing parameters received from the at least one server, the value being based on listening performances of users of hearing aid systems determined by performance detectors associated with the hearing aid systems; and
wherein the hearing system further comprises:
a direction of arrival detector configured for determining a direction of arrival of sound at the hearing system; and
an orientation sensor configured for determining a looking direction of the user of the hearing aid during the arrival of the sound;
wherein the value of the one of the signal processing parameters is based on a comparison between the determined direction of the arrival of the sound and the looking direction of the user of the hearing aid.