Hvem vi er
PhD studerende
Syddansk Universitet
Mengfan Wu
Mengfan Wu har to mastergrader fra University College London (MA Linguistics & MRes Speech, Language and Cognition). Da hun studerede sin første master, fik hun en stærk interesse for neuroscience og forskning inden for hørelse. Titlen på hendes første master project er "Cortical Entrainment and N400 to Accented and Competing Speech: a Comparison between L1 and L2 Listeners". Med en stigende interesse for forskning i høretab, udførte hun et psykofysisk projekt for at studere udviklingen af høretab og interaktion mellem temporal processring og oplevelsen af tale i støj.
Arbejdsområde
Mengfan Wu bidrager til arbejdet med nye strategier for høreprofiler og tilpasning, samt valideringen af nye metoder.
Ressourcer
Publikationer
2022 |
Sanchez-Lopez, Raul; Wu, Mengfan; Fereczkowski, Michal; Santurette, Sébastien; Baumann, Monika; Kowalewski, Borys; Piechowiak, Tobias; Bisgaard, Nikolai; Ravn, Gert; Narayanan, Sreeram Kaithali; Dau, Torsten; Neher, Tobias Towards Auditory Profile-Based Hearing-Aid Fittings: BEAR Rationale and Clinical Implementation Journal Article Audiological Research, 12 (5), pp. 564-573, 2022. @article{AudRes2022a, title = {Towards Auditory Profile-Based Hearing-Aid Fittings: BEAR Rationale and Clinical Implementation}, author = {Raul Sanchez-Lopez and Mengfan Wu and Michal Fereczkowski and Sébastien Santurette and Monika Baumann and Borys Kowalewski and Tobias Piechowiak and Nikolai Bisgaard and Gert Ravn and Sreeram Kaithali Narayanan and Torsten Dau and Tobias Neher}, url = {https://doi.org/10.3390/audiolres12050055}, doi = {10.3390/audiolres12050055}, year = {2022}, date = {2022-10-09}, journal = {Audiological Research}, volume = {12}, number = {5}, pages = {564-573}, abstract = {(1) Background: To improve hearing-aid rehabilitation, the Danish ‘Better hEAring Rehabilitation’ (BEAR) project recently developed methods for individual hearing loss characterization and hearing-aid fitting. Four auditory profiles differing in terms of audiometric hearing loss and supra-threshold hearing abilities were identified. To enable auditory profile-based hearing-aid treatment, a fitting rationale leveraging differences in gain prescription and signal-to- noise (SNR) improvement was developed. This report describes the translation of this rationale to clinical devices supplied by three industrial partners. (2) Methods: Regarding the SNR improvement, advanced feature settings were proposed and verified based on free-field measurements made with an acoustic mannikin fitted with the different hearing aids. Regarding the gain prescription, a clinically feasible fitting tool and procedure based on real-ear gain adjustments were developed. (3) Results: Analyses of the collected real-ear gain and SNR improvement data confirmed the feasibility of the clinical implementation. Differences between the auditory profile-based fitting strategy and a current ‘best practice’ procedure based on the NAL- NL2 fitting rule were verified and are discussed in terms of limitations and future perspectives. (4) Conclusion: Based on a joint effort from academic and industrial partners, the BEAR fitting rationale was transferred to commercially available hearing aids.}, keywords = {}, pubstate = {published}, tppubtype = {article} } (1) Background: To improve hearing-aid rehabilitation, the Danish ‘Better hEAring Rehabilitation’ (BEAR) project recently developed methods for individual hearing loss characterization and hearing-aid fitting. Four auditory profiles differing in terms of audiometric hearing loss and supra-threshold hearing abilities were identified. To enable auditory profile-based hearing-aid treatment, a fitting rationale leveraging differences in gain prescription and signal-to- noise (SNR) improvement was developed. This report describes the translation of this rationale to clinical devices supplied by three industrial partners. (2) Methods: Regarding the SNR improvement, advanced feature settings were proposed and verified based on free-field measurements made with an acoustic mannikin fitted with the different hearing aids. Regarding the gain prescription, a clinically feasible fitting tool and procedure based on real-ear gain adjustments were developed. (3) Results: Analyses of the collected real-ear gain and SNR improvement data confirmed the feasibility of the clinical implementation. Differences between the auditory profile-based fitting strategy and a current ‘best practice’ procedure based on the NAL- NL2 fitting rule were verified and are discussed in terms of limitations and future perspectives. (4) Conclusion: Based on a joint effort from academic and industrial partners, the BEAR fitting rationale was transferred to commercially available hearing aids. |
Wu, Mengfan; Christiansen, Stine; Fereczkowski, Michal; Neher, Tobias Revisiting Auditory Profiling: Can Cognitive Factors Improve the Prediction of Aided Speech-in-Noise Outcome? Journal Article Trends in Hearing, 26 , pp. 1-16, 2022. @article{Mengfan_congnitive, title = {Revisiting Auditory Profiling: Can Cognitive Factors Improve the Prediction of Aided Speech-in-Noise Outcome?}, author = {Mengfan Wu and Stine Christiansen and Michal Fereczkowski and Tobias Neher}, doi = {10.1177/23312165221113889}, year = {2022}, date = {2022-06-21}, journal = {Trends in Hearing}, volume = {26}, pages = {1-16}, abstract = {Hearing aids (HA) are the most common type of rehabilitation treatment for age-related hearing loss. However, HA users often obtain limited benefit from their devices, particularly in noisy environments, and thus many HA candidates do not use them at all. A possible reason for this could be that current HA fittings are audiogram-based, that is, they neglect supra-threshold factors. In an earlier study, an auditory-profiling method was proposed as a basis for more personalized HA fittings. This method classifies HA users into four profiles that differ in terms of hearing sensitivity and supra-threshold hearing abilities. Previously, HA users belonging to these profiles showed significant differences in terms of speech recognition in noise but not subjective assessments of speech-in-noise (SIN) outcome. Moreover, large individual differences within some profiles were observed. The current study therefore explored if cognitive factors can help explain these differences and improve aided outcome prediction. Thirty-nine older HA users completed sets of auditory and SIN tests as well as two tablet-based cognitive measures (the Corsi block-tapping and trail-making tests). Principal component analyses were applied to extract the dominant sources of variance both within individual tests producing many variables and within the three types of tests. Multiple linear regression analyses performed on the extracted components showed that auditory factors were related to aided speech recognition in noise but not to subjective SIN outcome. Cognitive factors were unrelated to aided SIN outcome. Overall, these findings provide limited support for adding those two cognitive tests to the profiling of HA users.}, keywords = {}, pubstate = {published}, tppubtype = {article} } Hearing aids (HA) are the most common type of rehabilitation treatment for age-related hearing loss. However, HA users often obtain limited benefit from their devices, particularly in noisy environments, and thus many HA candidates do not use them at all. A possible reason for this could be that current HA fittings are audiogram-based, that is, they neglect supra-threshold factors. In an earlier study, an auditory-profiling method was proposed as a basis for more personalized HA fittings. This method classifies HA users into four profiles that differ in terms of hearing sensitivity and supra-threshold hearing abilities. Previously, HA users belonging to these profiles showed significant differences in terms of speech recognition in noise but not subjective assessments of speech-in-noise (SIN) outcome. Moreover, large individual differences within some profiles were observed. The current study therefore explored if cognitive factors can help explain these differences and improve aided outcome prediction. Thirty-nine older HA users completed sets of auditory and SIN tests as well as two tablet-based cognitive measures (the Corsi block-tapping and trail-making tests). Principal component analyses were applied to extract the dominant sources of variance both within individual tests producing many variables and within the three types of tests. Multiple linear regression analyses performed on the extracted components showed that auditory factors were related to aided speech recognition in noise but not to subjective SIN outcome. Cognitive factors were unrelated to aided SIN outcome. Overall, these findings provide limited support for adding those two cognitive tests to the profiling of HA users. |
2021 |
Sanchez-Lopez, Raul; Nielsen, Silje Grini; El-Haj-Ali, Mouhamad; Bianchi, Federica; Fereczkowski, Michal; Cañete, Oscar M; Wu, Mengfan; Neher, Tobias; Dau, Torsten; Santurette, Sébastien Auditory Tests for Characterizing Hearing Deficits in Listeners With Various Hearing Abilities: The BEAR Test Battery Journal Article Frontiers in Neuroscience, 15 (724007), pp. 1-19, 2021. @article{Frontiers_sept_2021, title = {Auditory Tests for Characterizing Hearing Deficits in Listeners With Various Hearing Abilities: The BEAR Test Battery}, author = {Raul Sanchez-Lopez and Silje Grini Nielsen and Mouhamad El-Haj-Ali and Federica Bianchi and Michal Fereczkowski and Oscar M Cañete and Mengfan Wu and Tobias Neher and Torsten Dau and Sébastien Santurette}, url = {https://www.frontiersin.org/articles/10.3389/fnins.2021.724007/full}, doi = {10.3389/fnins.2021.724007}, year = {2021}, date = {2021-09-29}, journal = {Frontiers in Neuroscience}, volume = {15}, number = {724007}, pages = {1-19}, abstract = {The Better hEAring Rehabilitation (BEAR) project aims to provide a new clinical profiling tool—a test battery—for hearing loss characterization. Although the loss of sensitivity can be efficiently measured using pure-tone audiometry, the assessment of supra-threshold hearing deficits remains a challenge. In contrast to the classical “attenuation-distortion” model, the proposed BEAR approach is based on the hypothesis that the hearing abilities of a given listener can be characterized along two dimensions, reflecting independent types of perceptual deficits (distortions). A data-driven approach provided evidence for the existence of different auditory profiles with different degrees of distortions. Ten tests were included in a test battery, based on their clinical feasibility, time efficiency, and related evidence from the literature. The tests were divided into six categories: audibility, speech perception, binaural processing abilities, loudness perception, spectro-temporal modulation sensitivity, and spectro-temporal resolution. Seventy-five listeners with symmetric, mild-to-severe sensorineural hearing loss were selected from a clinical population. The analysis of the results showed interrelations among outcomes related to high-frequency processing and outcome measures related to low-frequency processing abilities. The results showed the ability of the tests to reveal differences among individuals and their potential use in clinical settings. }, keywords = {}, pubstate = {published}, tppubtype = {article} } The Better hEAring Rehabilitation (BEAR) project aims to provide a new clinical profiling tool—a test battery—for hearing loss characterization. Although the loss of sensitivity can be efficiently measured using pure-tone audiometry, the assessment of supra-threshold hearing deficits remains a challenge. In contrast to the classical “attenuation-distortion” model, the proposed BEAR approach is based on the hypothesis that the hearing abilities of a given listener can be characterized along two dimensions, reflecting independent types of perceptual deficits (distortions). A data-driven approach provided evidence for the existence of different auditory profiles with different degrees of distortions. Ten tests were included in a test battery, based on their clinical feasibility, time efficiency, and related evidence from the literature. The tests were divided into six categories: audibility, speech perception, binaural processing abilities, loudness perception, spectro-temporal modulation sensitivity, and spectro-temporal resolution. Seventy-five listeners with symmetric, mild-to-severe sensorineural hearing loss were selected from a clinical population. The analysis of the results showed interrelations among outcomes related to high-frequency processing and outcome measures related to low-frequency processing abilities. The results showed the ability of the tests to reveal differences among individuals and their potential use in clinical settings. |
Wu, Mengfan; Cañete, Oscar M; Schmidt, Jesper Hvass; Fereczkowski, Michal; Neher, Tobias Influence of Three Auditory Profiles on Aided Speech Perception in Different Noise Scenarios Journal Article Trends in Hearing, 25 , pp. 1–15, 2021. @article{doi:10.1177/23312165211023709, title = {Influence of Three Auditory Profiles on Aided Speech Perception in Different Noise Scenarios}, author = {Mengfan Wu and Oscar M Cañete and Jesper Hvass Schmidt and Michal Fereczkowski and Tobias Neher}, url = {https://doi.org/10.1177/23312165211023709}, doi = {10.1177/23312165211023709}, year = {2021}, date = {2021-06-29}, journal = {Trends in Hearing}, volume = {25}, pages = {1--15}, abstract = {Hearing aid (HA) users differ greatly in their speech-in-noise (SIN) outcomes. This could be because the degree to which current HA fittings can address individual listening needs differs across users and listening situations. In two earlier studies, an auditory test battery and a data-driven method were developed for classifying HA candidates into four distinct auditory profiles differing in audiometric hearing loss and suprathreshold hearing abilities. This study explored aided SIN outcome for three of these profiles in different noise scenarios. Thirty-one older habitual HA users and six young normal-hearing listeners participated. Two SIN tasks were administered: a speech recognition task and a “just follow conversation” task requiring the participants to self-adjust the target-speech level. Three noise conditions were tested: stationary speech-shaped noise, speech-shaped babble noise, and speech-shaped babble noise with competing dialogues. Each HA user was fitted with three HAs from different manufacturers using their recommended procedures. Real-ear measurements were performed to document the final gain settings. The results showed that HA users with mild hearing deficits performed better than HA users with pronounced hearing deficits on the speech recognition task but not the just follow conversation task. Moreover, participants with pronounced hearing deficits obtained different SIN outcomes with the tested HAs, which appeared to be related to differences in HA gain. Overall, these findings imply that current proprietary fitting strategies are limited in their ability to ensure good SIN outcomes, especially for users with pronounced hearing deficits, for whom the choice of device seems most consequential.}, keywords = {}, pubstate = {published}, tppubtype = {article} } Hearing aid (HA) users differ greatly in their speech-in-noise (SIN) outcomes. This could be because the degree to which current HA fittings can address individual listening needs differs across users and listening situations. In two earlier studies, an auditory test battery and a data-driven method were developed for classifying HA candidates into four distinct auditory profiles differing in audiometric hearing loss and suprathreshold hearing abilities. This study explored aided SIN outcome for three of these profiles in different noise scenarios. Thirty-one older habitual HA users and six young normal-hearing listeners participated. Two SIN tasks were administered: a speech recognition task and a “just follow conversation” task requiring the participants to self-adjust the target-speech level. Three noise conditions were tested: stationary speech-shaped noise, speech-shaped babble noise, and speech-shaped babble noise with competing dialogues. Each HA user was fitted with three HAs from different manufacturers using their recommended procedures. Real-ear measurements were performed to document the final gain settings. The results showed that HA users with mild hearing deficits performed better than HA users with pronounced hearing deficits on the speech recognition task but not the just follow conversation task. Moreover, participants with pronounced hearing deficits obtained different SIN outcomes with the tested HAs, which appeared to be related to differences in HA gain. Overall, these findings imply that current proprietary fitting strategies are limited in their ability to ensure good SIN outcomes, especially for users with pronounced hearing deficits, for whom the choice of device seems most consequential. |
2020 |
Wu, Mengfan; Sanchez-Lopez, Raul; El-Haj-Ali, Mouhamad; Nielsen, Silje G; Fereczkowski, Michal; Dau, Torsten; Santurette, Sébastien; Neher, Tobias Trends in Hearing, 24 , pp. 1-12, 2020. @article{doi:10.1177/2331216520960861, title = {Investigating the Effects of Four Auditory Profiles on Speech Recognition, Overall Quality, and Noise Annoyance With Simulated Hearing-Aid Processing Strategies}, author = {Mengfan Wu and Raul Sanchez-Lopez and Mouhamad El-Haj-Ali and Silje G Nielsen and Michal Fereczkowski and Torsten Dau and Sébastien Santurette and Tobias Neher}, url = {https://doi.org/10.1177%2F2331216520960861}, doi = {10.1177/2331216520960861}, year = {2020}, date = {2020-10-19}, journal = {Trends in Hearing}, volume = {24}, pages = {1-12}, abstract = {Effective hearing aid (HA) rehabilitation requires personalization of the HA fitting parameters, but in current clinical practice only the gain prescription is typically individualized. To optimize the fitting process, advanced HA settings such as noise reduction and microphone directionality can also be tailored to individual hearing deficits. In two earlier studies, an auditory test battery and a data-driven approach that allow classifying hearing-impaired listeners into four auditory profiles were developed. Because these profiles were found to be characterized by markedly different hearing abilities, it was hypothesized that more tailored HA fittings would lead to better outcomes for such listeners. Here, we explored potential interactions between the four auditory profiles and HA outcome as assessed with three different measures (speech recognition, overall quality, and noise annoyance) and six HA processing strategies with various noise reduction, directionality, and compression settings. Using virtual acoustics, a realistic speech-in-noise environment was simulated. The stimuli were generated using a HA simulator and presented to 49 habitual HA users who had previously been profiled. The four auditory profiles differed clearly in terms of their mean aided speech reception thresholds, thereby implying different needs in terms of signal-to-noise ratio improvement. However, no clear interactions with the tested HA processing strategies were found. Overall, these findings suggest that the auditory profiles can capture some of the individual differences in HA processing needs and that further research is required to identify suitable HA solutions for them. }, keywords = {}, pubstate = {published}, tppubtype = {article} } Effective hearing aid (HA) rehabilitation requires personalization of the HA fitting parameters, but in current clinical practice only the gain prescription is typically individualized. To optimize the fitting process, advanced HA settings such as noise reduction and microphone directionality can also be tailored to individual hearing deficits. In two earlier studies, an auditory test battery and a data-driven approach that allow classifying hearing-impaired listeners into four auditory profiles were developed. Because these profiles were found to be characterized by markedly different hearing abilities, it was hypothesized that more tailored HA fittings would lead to better outcomes for such listeners. Here, we explored potential interactions between the four auditory profiles and HA outcome as assessed with three different measures (speech recognition, overall quality, and noise annoyance) and six HA processing strategies with various noise reduction, directionality, and compression settings. Using virtual acoustics, a realistic speech-in-noise environment was simulated. The stimuli were generated using a HA simulator and presented to 49 habitual HA users who had previously been profiled. The four auditory profiles differed clearly in terms of their mean aided speech reception thresholds, thereby implying different needs in terms of signal-to-noise ratio improvement. However, no clear interactions with the tested HA processing strategies were found. Overall, these findings suggest that the auditory profiles can capture some of the individual differences in HA processing needs and that further research is required to identify suitable HA solutions for them. |
Wu, Mengfan; Lopez, Raul Sanchez; El-Haj-Ali, Mouhamad; Nielsen, Silje Grini; Fereczkowski, Michal; Dau, Torsten; Santurette, Sébastien; Neher, Tobias Kressner, Abigail Anne; Regev, Jonathan; Christensen-Dalsgaard, Jakob; Tranebjærg, Lisbeth; Santurette, Sébastien; Dau, Torsten (Ed.): Proceedings of the International Symposium on Auditory and Audiological Research, pp. 265-272, 2020. @inproceedings{ISAAR2019_WU_print, title = {Perceptual evaluation of six hearing-aid processing strategies from the perspective of auditory profiling: Insights from the BEAR project}, author = {Mengfan Wu and Raul Sanchez Lopez and Mouhamad El-Haj-Ali and Silje Grini Nielsen and Michal Fereczkowski and Torsten Dau and Sébastien Santurette and Tobias Neher}, editor = {Abigail Anne Kressner and Jonathan Regev and Jakob Christensen-Dalsgaard and Lisbeth Tranebjærg and Sébastien Santurette and Torsten Dau }, url = {https://proceedings.isaar.eu/index.php/isaarproc/article/view/2019-30}, year = {2020}, date = {2020-04-08}, booktitle = {Proceedings of the International Symposium on Auditory and Audiological Research}, volume = {7}, pages = {265-272}, abstract = {The current study forms part of the Better hEAring Rehabilitation (BEAR) project, which aims at developing new clinical tools for characterizing individual hearing loss and for assessing hearing-aid (HA) benefit. Its purpose was to investigate potential interactions between four auditory profiles and three measures of HA outcome obtained for six HA processing strategies. Measurements were carried out in a realistic noise environment at signal-to-noise ratios that were set based on individual aided speech reception thresholds (SRT50). Speech recognition scores and ratings of overall quality and noise annoyance were collected in two spatial conditions. The stimuli were generated with the help of a HA simulator and presented via headphones to 60 older, habitual HA users who had previously been profiled based on a data-driven approach (Sanchez-Lopez et al., 2019). The four auditory profiles differed significantly in terms of mean aided SRT50 and interacted significantly with the HA processing strategies for speech recognition in one spatial condition. Moreover, the correlation-pattern between the speech recognition scores and subjective ratings differed among the auditory profiles.}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} } The current study forms part of the Better hEAring Rehabilitation (BEAR) project, which aims at developing new clinical tools for characterizing individual hearing loss and for assessing hearing-aid (HA) benefit. Its purpose was to investigate potential interactions between four auditory profiles and three measures of HA outcome obtained for six HA processing strategies. Measurements were carried out in a realistic noise environment at signal-to-noise ratios that were set based on individual aided speech reception thresholds (SRT50). Speech recognition scores and ratings of overall quality and noise annoyance were collected in two spatial conditions. The stimuli were generated with the help of a HA simulator and presented via headphones to 60 older, habitual HA users who had previously been profiled based on a data-driven approach (Sanchez-Lopez et al., 2019). The four auditory profiles differed significantly in terms of mean aided SRT50 and interacted significantly with the HA processing strategies for speech recognition in one spatial condition. Moreover, the correlation-pattern between the speech recognition scores and subjective ratings differed among the auditory profiles. |
2019 |
Sanchez-Lopez, Raul; Nielsen, Silje; Cañete, Oscar; Fereczkowski, Michal; Wu, Mengfan; Neher, Tobias; Dau, Torsten; Santurette, Sebastién Proceedings of the 23rd International Congress on Acoustics (ICA 2019), Aachen, Germany, Sept 9-13 2019., pp. 3841-3848, International Commission of Acoustics 2019. @inproceedings{ica2019rsl, title = {A Clinical Test Battery for Better hEAring Rehabilitation (BEAR). Towards the prediction of individual auditory deficits and hearing-aid benefit}, author = {Raul Sanchez-Lopez and Silje Nielsen and Oscar Cañete and Michal Fereczkowski and Mengfan Wu and Tobias Neher and Torsten Dau and Sebastién Santurette}, url = {http://pub.dega-akustik.de/ICA2019/data/articles/000470.pdf}, year = {2019}, date = {2019-09-11}, booktitle = {Proceedings of the 23rd International Congress on Acoustics (ICA 2019), Aachen, Germany, Sept 9-13 2019.}, pages = {3841-3848}, organization = {International Commission of Acoustics}, abstract = {One aim of the Better hEAring Rehabilitation (BEAR) project is to define a new clinical profiling tool, a test-battery, for individualized hearing loss characterization. Recently, Sanchez-Lopez et al. (ISAAR 2019) proposed a test battery for hearing deficit characterization. The proposed tests were divided into six categories: audibility, middle-ear analysis, speech perception, binaural-processing abilities, loudness perception, and spectro-temporal resolution. The results of 54 listeners were analyzed using a data-driven approach (Sanchez-Lopez et al., 2018), which provided evidence for the existence of two independent sources of distortion and four different auditory profiles. The classification of the listeners into auditory profiles allows the prediction of the performance of the listeners on different psychoacoustic tasks as well as their expected performance while wearing hearing aids. For the classification, a decision tree with only the most predictive tests is desirable for a correct classification of the listeners. The present study aims to explore the optimal decision tree and to propose a reduced, reliable and time-efficient test battery that can classify listeners into the four auditory profiles in a clinical environment. The clinical test battery will be used in a large-scale study that will help implement a protocol for better hearing rehabilitation.}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} } One aim of the Better hEAring Rehabilitation (BEAR) project is to define a new clinical profiling tool, a test-battery, for individualized hearing loss characterization. Recently, Sanchez-Lopez et al. (ISAAR 2019) proposed a test battery for hearing deficit characterization. The proposed tests were divided into six categories: audibility, middle-ear analysis, speech perception, binaural-processing abilities, loudness perception, and spectro-temporal resolution. The results of 54 listeners were analyzed using a data-driven approach (Sanchez-Lopez et al., 2018), which provided evidence for the existence of two independent sources of distortion and four different auditory profiles. The classification of the listeners into auditory profiles allows the prediction of the performance of the listeners on different psychoacoustic tasks as well as their expected performance while wearing hearing aids. For the classification, a decision tree with only the most predictive tests is desirable for a correct classification of the listeners. The present study aims to explore the optimal decision tree and to propose a reduced, reliable and time-efficient test battery that can classify listeners into the four auditory profiles in a clinical environment. The clinical test battery will be used in a large-scale study that will help implement a protocol for better hearing rehabilitation. |
Wu, Mengfan; Sanchez-Lopez, Raul; El-Haj-Ali, Mouhamad; Nielsen, Silje; Fereczkowski, Michal; Dau, Torsten; Santurette, Sebastién; Neher, Tobias Proceedings of the 23rd International Congress on Acoustics (ICA 2019), Aachen, Germany, Sept 9-13 2019., pp. 3849-3856, 2019. @inproceedings{ica2019mw, title = {Assessing the interaction between different auditory profiles and benefit from six hearing aid processing strategies: Insights from the Better hEAring Rehabilitation (BEAR) project}, author = {Mengfan Wu and Raul Sanchez-Lopez and Mouhamad El-Haj-Ali and Silje Nielsen and Michal Fereczkowski and Torsten Dau and Sebastién Santurette and Tobias Neher}, url = {http://pub.dega-akustik.de/ICA2019/data/articles/000335.pdf}, year = {2019}, date = {2019-09-11}, booktitle = {Proceedings of the 23rd International Congress on Acoustics (ICA 2019), Aachen, Germany, Sept 9-13 2019.}, pages = {3849-3856}, abstract = {The current study forms part of the Better hEAring Rehabilitation (BEAR) project, which aims at developing and evaluating new clinical tools for individual hearing loss characterization and hearing aid benefit assessment. The purpose of the current study was to assess the interaction between four different auditory profiles and two outcome measures of aided performance obtained for six selected hearing-aid processing strategies (Sanchez-Lopez et al., Euronoise 2018). Sixty older habitual hearing-aid users who participated in the study were previously classified into four auditory profiles based on a data-driven approach (Sanchez-Lopez et al., Trends in Hearing 2018). All stimuli were generated with the help of a hearing aid simulator and presented via headphones. Speech recognition in noise was assessed at fixed signal-to-noise ratios based on individual 50%-correct speech reception thresholds measured in a realistic noise environment. Subjective ratings of overall quality and noise annoyance were measured using a multiple stimulus comparison paradigm. It is hypothesized that the four auditory profiles will have different needs in terms of compensation so perceptual outcomes for the six hearing aid processing strategies are expected to be different.}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} } The current study forms part of the Better hEAring Rehabilitation (BEAR) project, which aims at developing and evaluating new clinical tools for individual hearing loss characterization and hearing aid benefit assessment. The purpose of the current study was to assess the interaction between four different auditory profiles and two outcome measures of aided performance obtained for six selected hearing-aid processing strategies (Sanchez-Lopez et al., Euronoise 2018). Sixty older habitual hearing-aid users who participated in the study were previously classified into four auditory profiles based on a data-driven approach (Sanchez-Lopez et al., Trends in Hearing 2018). All stimuli were generated with the help of a hearing aid simulator and presented via headphones. Speech recognition in noise was assessed at fixed signal-to-noise ratios based on individual 50%-correct speech reception thresholds measured in a realistic noise environment. Subjective ratings of overall quality and noise annoyance were measured using a multiple stimulus comparison paradigm. It is hypothesized that the four auditory profiles will have different needs in terms of compensation so perceptual outcomes for the six hearing aid processing strategies are expected to be different. |
Andet
2022 |
Wu, Mengfan Revisiting auditory profiling: Can cognitive factors improve the prediction of aided speech-in-noise outcome? Conference Nordisk Audiologisk Selskabs bi-annual meeting (Book of Abstracts),, Nordisk Audiologisk Selskab 2022. @conference{MW2023, title = {Revisiting auditory profiling: Can cognitive factors improve the prediction of aided speech-in-noise outcome?}, author = {Mengfan Wu}, year = {2022}, date = {2022-06-01}, booktitle = {Nordisk Audiologisk Selskabs bi-annual meeting (Book of Abstracts),}, organization = {Nordisk Audiologisk Selskab}, keywords = {}, pubstate = {published}, tppubtype = {conference} } |
Sanchez-Lopez, Raul; Fereczkowski, Michal; Wu, Mengfan; Santurette, Sébastien; Baumann, Monika; Kowalewski, Borys; Piechowiak, Tobias; Ravn, Gert; Narayanan, Sreeram Kaithali; Dau, Torsten; Neher, Tobias Towards auditory profile-based hearing-aid fittings: BEAR rationale and clinical implementation Inproceedings Oral presentation at the Joint Euroregio Baltic Nordic Acoustics Meeting, Aalborg, Denmark, 2022. @inproceedings{raul_ERBNAM20222, title = {Towards auditory profile-based hearing-aid fittings: BEAR rationale and clinical implementation}, author = {Raul Sanchez-Lopez and Michal Fereczkowski and Mengfan Wu and Sébastien Santurette and Monika Baumann and Borys Kowalewski and Tobias Piechowiak and Gert Ravn and Sreeram Kaithali Narayanan and Torsten Dau and Tobias Neher}, url = {https://www.conforg.fr/bin/time_table?dir=erbnam2022}, year = {2022}, date = {2022-05-09}, booktitle = {Oral presentation at the Joint Euroregio Baltic Nordic Acoustics Meeting, Aalborg, Denmark}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} } |
Wu, Mengfan; Cañete, Oscar; Schmidt, Jesper Hvass Influence of three auditory profiles on aided speech perception in different noise scenarios Conference Speech in Noise Workshop, (P17), 2022. @conference{2023SPINWU, title = {Influence of three auditory profiles on aided speech perception in different noise scenarios}, author = {Mengfan Wu and Oscar Cañete and Jesper Hvass Schmidt}, url = {https://2022.speech-in-noise.eu/?p=programme}, year = {2022}, date = {2022-01-21}, booktitle = {Speech in Noise Workshop}, number = {P17}, keywords = {}, pubstate = {published}, tppubtype = {conference} } |
Wu, Mengfan Investigating speech-in-noise outcome in older hearing-aid users using auditory profiling PhD Thesis PhD thesis, Odense University Hospital, University of Southern Denmark, Denmark, 2022. @phdthesis{Mengfan_PhD, title = {Investigating speech-in-noise outcome in older hearing-aid users using auditory profiling}, author = {Mengfan Wu}, url = {https://www.sdu.dk/en/forskning/otorhinolaryngologi/aktuelle_forskningsprojekter/ph,-d-,d,-d-,-projekter/mengfan+wu}, year = {2022}, date = {2022-01-14}, school = {PhD thesis, Odense University Hospital, University of Southern Denmark, Denmark}, keywords = {}, pubstate = {published}, tppubtype = {phdthesis} } |
2021 |
Sanchez-Lopez, Raul; Wu, Mengfan; Fereczkowski, Michal; Santurette, Sébastien; Dau, Torsten; Neher, Tobias Towards auditory profile-based hearing-aid fittings: Insights from the BEAR project Inproceedings Oral presentation at the International Symposium on Auditory and Audiological Research: Vol 8: The Auditory System Throughout Life – Models, Mechanisms, and Interventions, 2021, 2021. @inproceedings{raul2_ISAAR2021, title = {Towards auditory profile-based hearing-aid fittings: Insights from the BEAR project}, author = {Raul Sanchez-Lopez and Mengfan Wu and Michal Fereczkowski and Sébastien Santurette and Torsten Dau and Tobias Neher}, url = {https://isaar.eu/wp-content/uploads/2021/08/Programme-book-ISAAR-2021.pdf}, year = {2021}, date = {2021-08-27}, booktitle = {Oral presentation at the International Symposium on Auditory and Audiological Research: Vol 8: The Auditory System Throughout Life – Models, Mechanisms, and Interventions, 2021}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} } |
2019 |
Wu, Mengfan; Sanchez-Lopez, Raul; El-Haj-Ali, Mouhamad; Nielsen, Silje Grini; Fereczkowski, Michal; Dau, Torsten; Santurette, Sebastién; Neher, Tobias Poster presentation at the International Symposium on Auditory and Audiological Research: Vol. 7: Auditory Learning in Biological and Artificial Systems, (SP.77), The Danavox Jubilee Foundation 2019. @conference{isaar2019mw, title = {Evaluation of six hearing-aid processing strategies from the perspective of auditory profiling: Insights from the BEAR project}, author = {Mengfan Wu and Raul Sanchez-Lopez and Mouhamad El-Haj-Ali and Silje Grini Nielsen and Michal Fereczkowski and Torsten Dau and Sebastién Santurette and Tobias Neher}, url = {https://whova.com/embedded/speaker_session_detail/isaar_201908/700958/}, year = {2019}, date = {2019-08-21}, booktitle = {Poster presentation at the International Symposium on Auditory and Audiological Research: Vol. 7: Auditory Learning in Biological and Artificial Systems}, number = {SP.77}, organization = {The Danavox Jubilee Foundation}, abstract = {The current study forms part of the Better hEAring Rehabilitation (BEAR) project, which aims at developing new clinical tools for characterizing individual hearing loss and for assessing hearing-aid (HA) benefit. Its purpose was to evaluate the interaction between four auditory profiles and three measures of HA outcome obtained for six HA processing strategies. Measurements were carried out in a realistic noise environment at signal-to-noise ratios that were set based on individual speech reception thresholds ('test SNRs'). Speech recognition scores and ratings of overall quality and noise annoyance were collected in two spatial conditions. The stimuli were generated with the help of a HA simulator and presented via headphones to 60 older habitual HA users who had previously been profiled based on a data-driven approach (Sanchez-Lopez et al., Trends in Hearing 2018). The four auditory profiles differed significantly in terms of the test SNRs and interacted significantly with the HA processing strategies for speech recognition in one spatial condition. Moreover, the correlations between the speech recognition scores and subjective ratings differed among the auditory profiles. However, the HA processing strategies leading to the best outcomes were similar across the four auditory profiles.}, keywords = {}, pubstate = {published}, tppubtype = {conference} } The current study forms part of the Better hEAring Rehabilitation (BEAR) project, which aims at developing new clinical tools for characterizing individual hearing loss and for assessing hearing-aid (HA) benefit. Its purpose was to evaluate the interaction between four auditory profiles and three measures of HA outcome obtained for six HA processing strategies. Measurements were carried out in a realistic noise environment at signal-to-noise ratios that were set based on individual speech reception thresholds ('test SNRs'). Speech recognition scores and ratings of overall quality and noise annoyance were collected in two spatial conditions. The stimuli were generated with the help of a HA simulator and presented via headphones to 60 older habitual HA users who had previously been profiled based on a data-driven approach (Sanchez-Lopez et al., Trends in Hearing 2018). The four auditory profiles differed significantly in terms of the test SNRs and interacted significantly with the HA processing strategies for speech recognition in one spatial condition. Moreover, the correlations between the speech recognition scores and subjective ratings differed among the auditory profiles. However, the HA processing strategies leading to the best outcomes were similar across the four auditory profiles. |
Wu, Mengfan; Sanchez-Lopez, Raul; El-Haj-Ali, Mouhamad; Nielsen, Silje Grini; Fereczkowski, Michal; Bianchi, Federica; Dau, Torsten; Santurette, Sebastién; Neher, Tobias Presentation at the 14th Congress of the European Federation of Audiology Societies (EFAS 2019), Lisbon, Portugal, 22-25 May 2019, (03875), European Federation of Audiology Societies 2019. @conference{EFAS2019MW, title = {Hearing aid processing strategies for listeners with different auditory profiles: Insights from the BEAR project}, author = {Mengfan Wu and Raul Sanchez-Lopez and Mouhamad El-Haj-Ali and Silje Grini Nielsen and Michal Fereczkowski and Federica Bianchi and Torsten Dau and Sebastién Santurette and Tobias Neher}, url = {https://fff0e2ea-6f01-41b9-b0dd-7dbdf3580dbb.filesusr.com/ugd/09d8d3_dc3fb64898554097a7427d3d03a1f290.pdf}, year = {2019}, date = {2019-05-22}, booktitle = {Presentation at the 14th Congress of the European Federation of Audiology Societies (EFAS 2019), Lisbon, Portugal, 22-25 May 2019}, number = {03875}, organization = {European Federation of Audiology Societies}, abstract = {Background, The Better hEAring Rehabilitation (BEAR) project pursues the development and evaluation of new, clinically feasible strategies for individual hearing loss diagnosis and hearing aid (HA) fitting. Two essential elements of this research are the design of a new diagnostic test battery for identifying different auditory profiles and linking those profiles to different HA processing strategies. The current study focused on establishing links between four auditory profiles and the benefit from six HA processing strategies. Material and methods, Sixty older individuals with bilateral mild-to-severe sensorineural hearing losses from a clinical population of HA users participated. Speech-in-noise stimuli were generated with the help of a HA simulator that included directional processing, noise reduction and dynamic range compression. Stimulus presentation was via headphones. Six HA settings differing in terms of signal-to-noise ratio (SNR) improvement and temporal and spectral speech distortions were selected for testing based on a comprehensive technical evaluation of different HA parameter settings. Speech-in-noise perception was assessed at fixed SNRs that were chosen based on individual speech reception threshold measurements. In addition, overall preference and noise annoyance were assessed using a multiple stimulus comparison paradigm. Results, We hypothesize that the perceptual outcomes from the six HA settings will differ across the different auditory profiles. More specifically, we expect listeners showing high sensitivity to temporal and spectral signal changes to perform best with and/or to prefer HA settings that preserve those cues. In contrast, we expect listeners showing low sensitivity to temporal and spectral signal changes to perform best with settings that maximize SNR improvement, independent of any additional signal distortions. Conclusions, We anticipate that the findings from the current study will provide the basis for the implementation of more individualized HA fitting strategies to be tested subsequently in wearable HAs.}, keywords = {}, pubstate = {published}, tppubtype = {conference} } Background, The Better hEAring Rehabilitation (BEAR) project pursues the development and evaluation of new, clinically feasible strategies for individual hearing loss diagnosis and hearing aid (HA) fitting. Two essential elements of this research are the design of a new diagnostic test battery for identifying different auditory profiles and linking those profiles to different HA processing strategies. The current study focused on establishing links between four auditory profiles and the benefit from six HA processing strategies. Material and methods, Sixty older individuals with bilateral mild-to-severe sensorineural hearing losses from a clinical population of HA users participated. Speech-in-noise stimuli were generated with the help of a HA simulator that included directional processing, noise reduction and dynamic range compression. Stimulus presentation was via headphones. Six HA settings differing in terms of signal-to-noise ratio (SNR) improvement and temporal and spectral speech distortions were selected for testing based on a comprehensive technical evaluation of different HA parameter settings. Speech-in-noise perception was assessed at fixed SNRs that were chosen based on individual speech reception threshold measurements. In addition, overall preference and noise annoyance were assessed using a multiple stimulus comparison paradigm. Results, We hypothesize that the perceptual outcomes from the six HA settings will differ across the different auditory profiles. More specifically, we expect listeners showing high sensitivity to temporal and spectral signal changes to perform best with and/or to prefer HA settings that preserve those cues. In contrast, we expect listeners showing low sensitivity to temporal and spectral signal changes to perform best with settings that maximize SNR improvement, independent of any additional signal distortions. Conclusions, We anticipate that the findings from the current study will provide the basis for the implementation of more individualized HA fitting strategies to be tested subsequently in wearable HAs. |
Sanchez-Lopez, Raul; Nielsen, Silje Grini; Ej-Haj-Ali, Mouhamad; Cañete, Oscar; Wu, Mengfan; Fereczkowski, Michal; Bianchi, Federica; Neher, Tobias; Dau, Torsten; Santurette, Sebastién Presentation at the 14th Congress of the European Federation of Audiology Societies (EFAS 2019), Lisbon, Portugal, 22-25 May 2019, (03921), European Federation of Audiology Societies 2019. @conference{EFAS2019RSL, title = {Auditory profiling as a tool for characterizing individual hearing deficits: Data-driven analysis of the results of the BEAR Test Battery}, author = {Raul Sanchez-Lopez and Silje Grini Nielsen and Mouhamad Ej-Haj-Ali and Oscar Cañete and Mengfan Wu and Michal Fereczkowski and Federica Bianchi and Tobias Neher and Torsten Dau and Sebastién Santurette}, url = {https://fff0e2ea-6f01-41b9-b0dd-7dbdf3580dbb.filesusr.com/ugd/09d8d3_dc3fb64898554097a7427d3d03a1f290.pdf}, year = {2019}, date = {2019-05-22}, booktitle = {Presentation at the 14th Congress of the European Federation of Audiology Societies (EFAS 2019), Lisbon, Portugal, 22-25 May 2019}, number = {03921}, organization = {European Federation of Audiology Societies}, abstract = {Background: One aim of the Better hEAring Rehabilitation (BEAR) project is to define a new clinical profiling tool, a test-battery, for individualized hearing loss characterization. Whereas the loss of sensitivity can be efficiently assessed by pure-tone audiometry, it still remains a challenge to address supra-threshold hearing deficits using appropriate clinical diagnostic tools. In contrast to the classical attenuation-distortion model, the proposed BEAR approach is based on the hypothesis that any listener’s hearing can be characterized along two dimensions reflecting largely independent types of perceptual distortions. Recently, a data-driven approach (Sanchez-Lopez et al., 2018) provided evidence consistent with the existence of two independent sources of distortion, and thus different auditory profiles. Method: Based on considerations of feasibility, time efficiency and evidence from literature, 11 tests were selected for the clinical test battery. The proposed tests were divided into six categories: audibility, middle-ear analysis, speech perception, binaural-processing abilities, loudness perception, and spectro-temporal resolution. Fifty-seven listeners with symmetric, mild-to-severe sensorineural hearing loss were selected from a clinical population of hearing-aid users who completed all tests included in the battery. The participants were tested in a clinical environment and did not receive systematic training for any of the tasks. Results: The analysis of the preliminary results will focus on the ability of each test to pinpoint individual differences among the participants, relationships among the different tests, and determining their potential use in clinical settings. Importantly, a parallel study will evaluate the extent to which the outcomes of these tests can be used for hearing-aid fitting. Conclusion: Based on the results of a data-driven analysis for auditory profiling, the test battery will be refined and implemented as a clinical profiling tool in audiology clinics.}, keywords = {}, pubstate = {published}, tppubtype = {conference} } Background: One aim of the Better hEAring Rehabilitation (BEAR) project is to define a new clinical profiling tool, a test-battery, for individualized hearing loss characterization. Whereas the loss of sensitivity can be efficiently assessed by pure-tone audiometry, it still remains a challenge to address supra-threshold hearing deficits using appropriate clinical diagnostic tools. In contrast to the classical attenuation-distortion model, the proposed BEAR approach is based on the hypothesis that any listener’s hearing can be characterized along two dimensions reflecting largely independent types of perceptual distortions. Recently, a data-driven approach (Sanchez-Lopez et al., 2018) provided evidence consistent with the existence of two independent sources of distortion, and thus different auditory profiles. Method: Based on considerations of feasibility, time efficiency and evidence from literature, 11 tests were selected for the clinical test battery. The proposed tests were divided into six categories: audibility, middle-ear analysis, speech perception, binaural-processing abilities, loudness perception, and spectro-temporal resolution. Fifty-seven listeners with symmetric, mild-to-severe sensorineural hearing loss were selected from a clinical population of hearing-aid users who completed all tests included in the battery. The participants were tested in a clinical environment and did not receive systematic training for any of the tasks. Results: The analysis of the preliminary results will focus on the ability of each test to pinpoint individual differences among the participants, relationships among the different tests, and determining their potential use in clinical settings. Importantly, a parallel study will evaluate the extent to which the outcomes of these tests can be used for hearing-aid fitting. Conclusion: Based on the results of a data-driven analysis for auditory profiling, the test battery will be refined and implemented as a clinical profiling tool in audiology clinics. |
2018 |
Wu, Mengfan; El-Haj-Ali, Mouhamad; Sanchez-Lopez, Raul; Fereczkowski, Michal; Bianchi, Federica; Dau, Torsten; Santurette, Sébastien; Neher, Tobias Poster presentation at Danish Technical Audiological Society's annual meeting, 5-6 Oct 2018. Hotel Vejlefjord, Stouby, Denmark, 2018. @conference{DTAS2018b, title = {Hearing aid processing strategies for listeners with different auditory profiles: Insights from the BEAR project}, author = {Mengfan Wu and Mouhamad El-Haj-Ali and Raul Sanchez-Lopez and Michal Fereczkowski and Federica Bianchi and Torsten Dau and Sébastien Santurette and Tobias Neher}, url = {http://www.dtas.dk/DTAS_Program_2018.pdf}, year = {2018}, date = {2018-10-05}, booktitle = {Poster presentation at Danish Technical Audiological Society's annual meeting, 5-6 Oct 2018. Hotel Vejlefjord, Stouby, Denmark}, keywords = {}, pubstate = {published}, tppubtype = {conference} } |
Wu, Mengfan; El-Haj-Ali, Mouhamad; Sanchez-Lopez, Raul; Fereczkowski, Michal; Bianchi, Federica; Dau, Torsten; Santurette, Sébastien; Neher, Tobias Presentation at International Hearing Aid Research Conference (IHCON 2018), Lake Tahoe, California, US, 15-19 Aug 2018, (B3-0-2), 2018. @conference{IHCON2018c, title = {Hearing aid processing strategies for listeners with different auditory profiles: Insights from the BEAR project}, author = {Mengfan Wu and Mouhamad El-Haj-Ali and Raul Sanchez-Lopez and Michal Fereczkowski and Federica Bianchi and Torsten Dau and Sébastien Santurette and Tobias Neher}, url = {https://ihcon.org/files/ihcon/files/final_final_ihcon_2018_program_0.pdf}, year = {2018}, date = {2018-08-16}, booktitle = {Presentation at International Hearing Aid Research Conference (IHCON 2018), Lake Tahoe, California, US, 15-19 Aug 2018}, number = {B3-0-2}, pages = {29}, abstract = {Background: The Better hEAring Rehabilitation (BEAR) project pursues the development and evaluation of new clinically feasible strategies for individual hearing loss diagnosis and hearing aid fitting. Two essential elements of this research are the design of a new diagnostic test battery for identifying different auditory profiles and linking those profiles to hearing aid processing strategies. The current study focused on establishing links between four auditory profiles and benefit from six hearing aid processing strategies. Methods: Participants were 30 older individuals with bilateral mild-to-severe sensorineural hearing losses who were selected from a clinical population of hearing aid users. Speech-in-noise stimuli were generated with the help of a hearing aid simulator that included directional processing, noise reduction and dynamic range compression. Stimulus presentation was via headphones. Six hearing aid settings that differed in terms of signal-to-noise ratio (SNR) improvement and temporal and spectral speech distortions were selected for testing based on a comprehensive technical evaluation of different parameterisations of the hearing aid simulator. Speech-in-noise perception was assessed at fixed input SNRs that were selected based on individual speech reception threshold (SRT50) measurements. Participants were required to recognize five-word, low-context sentences embedded in two realistic noise backgrounds. In addition, overall preference and noise annoyance were assessed using a multiple stimulus comparison paradigm. Results: We hypothesize that the perceptual outcomes from the six hearing aid settings will differ across listeners with different auditory profiles. More specifically, we expect listeners showing high sensitivity to temporal and spectral differences to perform best with and/or to favour hearing aid settings that preserve those cues. In contrast, we expect listeners showing low sensitivity to temporal and spectral differences to perform best with and/or to favour settings that maximize SNR improvement, independent of any additional speech distortions. Altogether, we anticipate that these findings will provide the basis for more individualized fitting strategies to be implemented in wearable hearing aids.}, keywords = {}, pubstate = {published}, tppubtype = {conference} } Background: The Better hEAring Rehabilitation (BEAR) project pursues the development and evaluation of new clinically feasible strategies for individual hearing loss diagnosis and hearing aid fitting. Two essential elements of this research are the design of a new diagnostic test battery for identifying different auditory profiles and linking those profiles to hearing aid processing strategies. The current study focused on establishing links between four auditory profiles and benefit from six hearing aid processing strategies. Methods: Participants were 30 older individuals with bilateral mild-to-severe sensorineural hearing losses who were selected from a clinical population of hearing aid users. Speech-in-noise stimuli were generated with the help of a hearing aid simulator that included directional processing, noise reduction and dynamic range compression. Stimulus presentation was via headphones. Six hearing aid settings that differed in terms of signal-to-noise ratio (SNR) improvement and temporal and spectral speech distortions were selected for testing based on a comprehensive technical evaluation of different parameterisations of the hearing aid simulator. Speech-in-noise perception was assessed at fixed input SNRs that were selected based on individual speech reception threshold (SRT50) measurements. Participants were required to recognize five-word, low-context sentences embedded in two realistic noise backgrounds. In addition, overall preference and noise annoyance were assessed using a multiple stimulus comparison paradigm. Results: We hypothesize that the perceptual outcomes from the six hearing aid settings will differ across listeners with different auditory profiles. More specifically, we expect listeners showing high sensitivity to temporal and spectral differences to perform best with and/or to favour hearing aid settings that preserve those cues. In contrast, we expect listeners showing low sensitivity to temporal and spectral differences to perform best with and/or to favour settings that maximize SNR improvement, independent of any additional speech distortions. Altogether, we anticipate that these findings will provide the basis for more individualized fitting strategies to be implemented in wearable hearing aids. |
Universitetshospitaler
Odense Universitetshospital
Rikke Schnack-Petersen
rikke.schnack-petersen@rsyd.dk
Aalborg Universitetshospital
Michael Gaihede
mlg@rn.dk
Københavns Universitetshospital
Jesper Borchorst Yde
jesper.borchorst.yde.01@regionh.dk
Universiteter
Jesper Hvass Schmidt
jesper.schmidt@rsyd.dk
Aalborg Universitet
Dorte Hammershøi
dh@es.aau.dk
Danmarks Tekniske Universitet
Torsten Dau
tdau@dtu.dk
GTS
Industri
Oticon
Karen Wibling Solgård
kaws@oticon.dk
GN Resound
Nikolai Bisgaard
nbisgaard@gnresound.com
WSAudiology
Filip Marchman Rønne
filip.roenne@wsa.com