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Fletcher MD, Akis E, Verschuur CA, Perry SW. Improved tactile speech perception and noise robustness using audio-to-tactile sensory substitution with amplitude envelope expansion. Sci Rep 2024; 14:15029. [PMID: 38951556 PMCID: PMC11217272 DOI: 10.1038/s41598-024-65510-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2023] [Accepted: 06/20/2024] [Indexed: 07/03/2024] Open
Abstract
Recent advances in haptic technology could allow haptic hearing aids, which convert audio to tactile stimulation, to become viable for supporting people with hearing loss. A tactile vocoder strategy for audio-to-tactile conversion, which exploits these advances, has recently shown significant promise. In this strategy, the amplitude envelope is extracted from several audio frequency bands and used to modulate the amplitude of a set of vibro-tactile tones. The vocoder strategy allows good consonant discrimination, but vowel discrimination is poor and the strategy is susceptible to background noise. In the current study, we assessed whether multi-band amplitude envelope expansion can effectively enhance critical vowel features, such as formants, and improve speech extraction from noise. In 32 participants with normal touch perception, tactile-only phoneme discrimination with and without envelope expansion was assessed both in quiet and in background noise. Envelope expansion improved performance in quiet by 10.3% for vowels and by 5.9% for consonants. In noise, envelope expansion improved overall phoneme discrimination by 9.6%, with no difference in benefit between consonants and vowels. The tactile vocoder with envelope expansion can be deployed in real-time on a compact device and could substantially improve clinical outcomes for a new generation of haptic hearing aids.
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Affiliation(s)
- Mark D Fletcher
- University of Southampton Auditory Implant Service, University of Southampton, University Road, Southampton, SO17 1BJ, UK.
- Institute of Sound and Vibration Research, University of Southampton, University Road, Southampton, SO17 1BJ, UK.
| | - Esma Akis
- University of Southampton Auditory Implant Service, University of Southampton, University Road, Southampton, SO17 1BJ, UK
- Institute of Sound and Vibration Research, University of Southampton, University Road, Southampton, SO17 1BJ, UK
| | - Carl A Verschuur
- University of Southampton Auditory Implant Service, University of Southampton, University Road, Southampton, SO17 1BJ, UK
| | - Samuel W Perry
- University of Southampton Auditory Implant Service, University of Southampton, University Road, Southampton, SO17 1BJ, UK
- Institute of Sound and Vibration Research, University of Southampton, University Road, Southampton, SO17 1BJ, UK
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2
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Snir A, Cieśla K, Ozdemir G, Vekslar R, Amedi A. Localizing 3D motion through the fingertips: Following in the footsteps of elephants. iScience 2024; 27:109820. [PMID: 38799571 PMCID: PMC11126990 DOI: 10.1016/j.isci.2024.109820] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2024] [Revised: 03/07/2024] [Accepted: 04/24/2024] [Indexed: 05/29/2024] Open
Abstract
Each sense serves a different specific function in spatial perception, and they all form a joint multisensory spatial representation. For instance, hearing enables localization in the entire 3D external space, while touch traditionally only allows localization of objects on the body (i.e., within the peripersonal space alone). We use an in-house touch-motion algorithm (TMA) to evaluate individuals' capability to understand externalized 3D information through touch, a skill that was not acquired during an individual's development or in evolution. Four experiments demonstrate quick learning and high accuracy in localization of motion using vibrotactile inputs on fingertips and successful audio-tactile integration in background noise. Subjective responses in some participants imply spatial experiences through visualization and perception of tactile "moving" sources beyond reach. We discuss our findings with respect to developing new skills in an adult brain, including combining a newly acquired "sense" with an existing one and computation-based brain organization.
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Affiliation(s)
- Adi Snir
- The Baruch Ivcher Institute for Brain, Cognition, and Technology, The Baruch Ivcher School of Psychology, Reichman University, HaUniversita 8, Herzliya 461010, Israel
| | - Katarzyna Cieśla
- The Baruch Ivcher Institute for Brain, Cognition, and Technology, The Baruch Ivcher School of Psychology, Reichman University, HaUniversita 8, Herzliya 461010, Israel
- World Hearing Centre, Institute of Physiology and Pathology of Hearing, Mokra 17, 05-830 Kajetany, Nadarzyn, Poland
| | - Gizem Ozdemir
- The Baruch Ivcher Institute for Brain, Cognition, and Technology, The Baruch Ivcher School of Psychology, Reichman University, HaUniversita 8, Herzliya 461010, Israel
| | - Rotem Vekslar
- The Baruch Ivcher Institute for Brain, Cognition, and Technology, The Baruch Ivcher School of Psychology, Reichman University, HaUniversita 8, Herzliya 461010, Israel
| | - Amir Amedi
- The Baruch Ivcher Institute for Brain, Cognition, and Technology, The Baruch Ivcher School of Psychology, Reichman University, HaUniversita 8, Herzliya 461010, Israel
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3
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Siedenburg K, Bürgel M, Özgür E, Scheicht C, Töpken S. Vibrotactile enhancement of musical engagement. Sci Rep 2024; 14:7764. [PMID: 38565622 PMCID: PMC10987628 DOI: 10.1038/s41598-024-57961-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2023] [Accepted: 03/23/2024] [Indexed: 04/04/2024] Open
Abstract
Sound is sensed by the ear but can also be felt on the skin, by means of vibrotactile stimulation. Only little research has addressed perceptual implications of vibrotactile stimulation in the realm of music. Here, we studied which perceptual dimensions of music listening are affected by vibrotactile stimulation and whether the spatial segregation of vibrations improves vibrotactile stimulation. Forty-one listeners were presented with vibrotactile stimuli via a chair's surfaces (left and right arm rests, back rest, seat) in addition to music presented over headphones. Vibrations for each surface were derived from individual tracks of the music (multi condition) or conjointly by a mono-rendering, in addition to incongruent and headphones-only conditions. Listeners evaluated unknown music from popular genres according to valence, arousal, groove, the feeling of being part of a live performance, the feeling of being part of the music, and liking. Results indicated that the multi- and mono vibration conditions robustly enhanced the nature of the musical experience compared to listening via headphones alone. Vibrotactile enhancement was strong in the latent dimension of 'musical engagement', encompassing the sense of being a part of the music, arousal, and groove. These findings highlight the potential of vibrotactile cues for creating intensive musical experiences.
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Affiliation(s)
- Kai Siedenburg
- Graz University of Technology, Signal Processing and Speech Communication Laboratory, 8010, Graz, Austria.
- Department of Medical Physics and Acoustics, Carl von Ossietzy Universität Oldenburg, 26129, Oldenburg, Germany.
| | - Michel Bürgel
- Department of Medical Physics and Acoustics, Carl von Ossietzy Universität Oldenburg, 26129, Oldenburg, Germany
| | - Elif Özgür
- Department of Medical Physics and Acoustics, Carl von Ossietzy Universität Oldenburg, 26129, Oldenburg, Germany
| | - Christoph Scheicht
- Department of Medical Physics and Acoustics, Carl von Ossietzy Universität Oldenburg, 26129, Oldenburg, Germany
| | - Stephan Töpken
- Department of Medical Physics and Acoustics, Carl von Ossietzy Universität Oldenburg, 26129, Oldenburg, Germany
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4
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Fletcher MD, Perry SW, Thoidis I, Verschuur CA, Goehring T. Improved tactile speech robustness to background noise with a dual-path recurrent neural network noise-reduction method. Sci Rep 2024; 14:7357. [PMID: 38548750 PMCID: PMC10978864 DOI: 10.1038/s41598-024-57312-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2023] [Accepted: 03/17/2024] [Indexed: 04/01/2024] Open
Abstract
Many people with hearing loss struggle to understand speech in noisy environments, making noise robustness critical for hearing-assistive devices. Recently developed haptic hearing aids, which convert audio to vibration, can improve speech-in-noise performance for cochlear implant (CI) users and assist those unable to access hearing-assistive devices. They are typically body-worn rather than head-mounted, allowing additional space for batteries and microprocessors, and so can deploy more sophisticated noise-reduction techniques. The current study assessed whether a real-time-feasible dual-path recurrent neural network (DPRNN) can improve tactile speech-in-noise performance. Audio was converted to vibration on the wrist using a vocoder method, either with or without noise reduction. Performance was tested for speech in a multi-talker noise (recorded at a party) with a 2.5-dB signal-to-noise ratio. An objective assessment showed the DPRNN improved the scale-invariant signal-to-distortion ratio by 8.6 dB and substantially outperformed traditional noise-reduction (log-MMSE). A behavioural assessment in 16 participants showed the DPRNN improved tactile-only sentence identification in noise by 8.2%. This suggests that advanced techniques like the DPRNN could substantially improve outcomes with haptic hearing aids. Low-cost haptic devices could soon be an important supplement to hearing-assistive devices such as CIs or offer an alternative for people who cannot access CI technology.
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Affiliation(s)
- Mark D Fletcher
- University of Southampton Auditory Implant Service, University of Southampton, University Road, Southampton, SO17 1BJ, UK.
- Institute of Sound and Vibration Research, University of Southampton, University Road, Southampton, SO17 1BJ, UK.
| | - Samuel W Perry
- University of Southampton Auditory Implant Service, University of Southampton, University Road, Southampton, SO17 1BJ, UK
- Institute of Sound and Vibration Research, University of Southampton, University Road, Southampton, SO17 1BJ, UK
| | - Iordanis Thoidis
- School of Electrical and Computer Engineering, Aristotle University of Thessaloniki, 54124, Thessaloniki, Greece
| | - Carl A Verschuur
- University of Southampton Auditory Implant Service, University of Southampton, University Road, Southampton, SO17 1BJ, UK
| | - Tobias Goehring
- MRC Cognition and Brain Sciences Unit, University of Cambridge, 15 Chaucer Road, Cambridge, CB2 7EF, UK
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Fletcher MD, Akis E, Verschuur CA, Perry SW. Improved tactile speech perception using audio-to-tactile sensory substitution with formant frequency focusing. Sci Rep 2024; 14:4889. [PMID: 38418558 PMCID: PMC10901863 DOI: 10.1038/s41598-024-55429-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2023] [Accepted: 02/23/2024] [Indexed: 03/01/2024] Open
Abstract
Haptic hearing aids, which provide speech information through tactile stimulation, could substantially improve outcomes for both cochlear implant users and for those unable to access cochlear implants. Recent advances in wide-band haptic actuator technology have made new audio-to-tactile conversion strategies viable for wearable devices. One such strategy filters the audio into eight frequency bands, which are evenly distributed across the speech frequency range. The amplitude envelopes from the eight bands modulate the amplitudes of eight low-frequency tones, which are delivered through vibration to a single site on the wrist. This tactile vocoder strategy effectively transfers some phonemic information, but vowels and obstruent consonants are poorly portrayed. In 20 participants with normal touch perception, we tested (1) whether focusing the audio filters of the tactile vocoder more densely around the first and second formant frequencies improved tactile vowel discrimination, and (2) whether focusing filters at mid-to-high frequencies improved obstruent consonant discrimination. The obstruent-focused approach was found to be ineffective. However, the formant-focused approach improved vowel discrimination by 8%, without changing overall consonant discrimination. The formant-focused tactile vocoder strategy, which can readily be implemented in real time on a compact device, could substantially improve speech perception for haptic hearing aid users.
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Affiliation(s)
- Mark D Fletcher
- University of Southampton Auditory Implant Service, University of Southampton, University Road, Southampton, SO17 1BJ, UK.
- Institute of Sound and Vibration Research, University of Southampton, University Road, Southampton, SO17 1BJ, UK.
| | - Esma Akis
- University of Southampton Auditory Implant Service, University of Southampton, University Road, Southampton, SO17 1BJ, UK
- Institute of Sound and Vibration Research, University of Southampton, University Road, Southampton, SO17 1BJ, UK
| | - Carl A Verschuur
- University of Southampton Auditory Implant Service, University of Southampton, University Road, Southampton, SO17 1BJ, UK
| | - Samuel W Perry
- University of Southampton Auditory Implant Service, University of Southampton, University Road, Southampton, SO17 1BJ, UK
- Institute of Sound and Vibration Research, University of Southampton, University Road, Southampton, SO17 1BJ, UK
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Fletcher MD, Verschuur CA, Perry SW. Improving speech perception for hearing-impaired listeners using audio-to-tactile sensory substitution with multiple frequency channels. Sci Rep 2023; 13:13336. [PMID: 37587166 PMCID: PMC10432540 DOI: 10.1038/s41598-023-40509-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2023] [Accepted: 08/11/2023] [Indexed: 08/18/2023] Open
Abstract
Cochlear implants (CIs) have revolutionised treatment of hearing loss, but large populations globally cannot access them either because of disorders that prevent implantation or because they are expensive and require specialist surgery. Recent technology developments mean that haptic aids, which transmit speech through vibration, could offer a viable low-cost, non-invasive alternative. One important development is that compact haptic actuators can now deliver intense stimulation across multiple frequencies. We explored whether these multiple frequency channels can transfer spectral information to improve tactile phoneme discrimination. To convert audio to vibration, the speech amplitude envelope was extracted from one or more audio frequency bands and used to amplitude modulate one or more vibro-tactile tones delivered to a single-site on the wrist. In 26 participants with normal touch sensitivity, tactile-only phoneme discrimination was assessed with one, four, or eight frequency bands. Compared to one frequency band, performance improved by 5.9% with four frequency bands and by 8.4% with eight frequency bands. The multi-band signal-processing approach can be implemented in real-time on a compact device, and the vibro-tactile tones can be reproduced by the latest compact, low-powered actuators. This approach could therefore readily be implemented in a low-cost haptic hearing aid to deliver real-world benefits.
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Affiliation(s)
- Mark D Fletcher
- University of Southampton Auditory Implant Service, University of Southampton, University Road, Southampton, SO17 1BJ, UK.
- Institute of Sound and Vibration Research, University of Southampton, University Road, Southampton, SO17 1BJ, UK.
| | - Carl A Verschuur
- University of Southampton Auditory Implant Service, University of Southampton, University Road, Southampton, SO17 1BJ, UK
| | - Samuel W Perry
- University of Southampton Auditory Implant Service, University of Southampton, University Road, Southampton, SO17 1BJ, UK
- Institute of Sound and Vibration Research, University of Southampton, University Road, Southampton, SO17 1BJ, UK
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7
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Belkacem AN, Jamil N, Khalid S, Alnajjar F. On closed-loop brain stimulation systems for improving the quality of life of patients with neurological disorders. Front Hum Neurosci 2023; 17:1085173. [PMID: 37033911 PMCID: PMC10076878 DOI: 10.3389/fnhum.2023.1085173] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Accepted: 03/06/2023] [Indexed: 04/11/2023] Open
Abstract
Emerging brain technologies have significantly transformed human life in recent decades. For instance, the closed-loop brain-computer interface (BCI) is an advanced software-hardware system that interprets electrical signals from neurons, allowing communication with and control of the environment. The system then transmits these signals as controlled commands and provides feedback to the brain to execute specific tasks. This paper analyzes and presents the latest research on closed-loop BCI that utilizes electric/magnetic stimulation, optogenetic, and sonogenetic techniques. These techniques have demonstrated great potential in improving the quality of life for patients suffering from neurodegenerative or psychiatric diseases. We provide a comprehensive and systematic review of research on the modalities of closed-loop BCI in recent decades. To achieve this, the authors used a set of defined criteria to shortlist studies from well-known research databases into categories of brain stimulation techniques. These categories include deep brain stimulation, transcranial magnetic stimulation, transcranial direct-current stimulation, transcranial alternating-current stimulation, and optogenetics. These techniques have been useful in treating a wide range of disorders, such as Alzheimer's and Parkinson's disease, dementia, and depression. In total, 76 studies were shortlisted and analyzed to illustrate how closed-loop BCI can considerably improve, enhance, and restore specific brain functions. The analysis revealed that literature in the area has not adequately covered closed-loop BCI in the context of cognitive neural prosthetics and implanted neural devices. However, the authors demonstrate that the applications of closed-loop BCI are highly beneficial, and the technology is continually evolving to improve the lives of individuals with various ailments, including those with sensory-motor issues or cognitive deficiencies. By utilizing emerging techniques of stimulation, closed-loop BCI can safely improve patients' cognitive and affective skills, resulting in better healthcare outcomes.
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Affiliation(s)
- Abdelkader Nasreddine Belkacem
- Department of Computer and Network Engineering, College of Information Technology, UAE University, Al-Ain, United Arab Emirates
- *Correspondence: Abdelkader Nasreddine Belkacem
| | - Nuraini Jamil
- Department of Computer Science and Software Engineering, College of Information Technology, UAE University, Al-Ain, United Arab Emirates
| | - Sumayya Khalid
- Department of Computer Science and Software Engineering, College of Information Technology, UAE University, Al-Ain, United Arab Emirates
| | - Fady Alnajjar
- Department of Computer Science and Software Engineering, College of Information Technology, UAE University, Al-Ain, United Arab Emirates
- Center for Brain Science, RIKEN, Saitama, Japan
- Fady Alnajjar
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8
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Muacevic A, Adler JR, Kumar A, Singh RK. Institutional Analysis of the Surgical Outcomes of Cochlear Implantation in Deprived Population. Cureus 2022; 14:e31853. [PMID: 36579265 PMCID: PMC9789532 DOI: 10.7759/cureus.31853] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/24/2022] [Indexed: 11/25/2022] Open
Abstract
BACKGROUND Cochlear implantation (CI) surgeries are safe and performed successfully in many patients; however, postoperative complications still occur, which may be influenced by socioeconomic and demographic variables. Methodology: This is a retrospective observational study of 146 adults and children with hearing loss, who had CI surgery between 2017 and 2022. This study aims to assess the frequency and nature of surgical complications in patients from a low socioeconomic background who underwent CI surgery in different geographic areas. For the analysis of data, IBM SPSS Statistics for Windows, Version 21.0 (Released 2012; IBM Corp., Armonk, New York, United States) was used. RESULT A total of 146 candidates were evaluated, out of which 82 were male (56.16%) and 64 (43.84%) were female. The age of patients at the time of surgery ranged from 1-50 years. All of the patients underwent unilateral CI. Eighteen implanted patients developed minor complications with an incidence rate of 12.31%. There were no major complications observed. Further, we did not observe any post-operative meningitis as our study group was vaccinated against pneumococcal and meningococcal diseases and Haemophilus influenzae type B (Hib). CONCLUSION CI is an effective and safe surgical procedure for the treatment and rehabilitation of people who are deaf. It is possible to avoid complications by using meticulous surgical methods and regular post-operative monitoring to identify and treat any issues as soon as possible, regardless of socioeconomic status.
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AlKhtoum N, AlTamimi S, Alalwan O, Alrfooh A, AlKrymeen M. Cochlear implantations in Jordan: Retrospective analysis of post-operative complications. Niger Postgrad Med J 2022; 29:244-248. [PMID: 35900461 DOI: 10.4103/npmj.npmj_141_22] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
AIMS This study aims to carry out a retrospective analysis of demographic information and post-operative complications with special emphasis on complications related to the soft tissue over the implanted device in patients who underwent cochlear implantation. SETTINGS AND DESIGN Retrospective study. PATIENTS AND METHODS We conducted a retrospective review of 840 patients who had cochlear implants at our centre during the period between March 2010 and November 2020. The patients' demographic details and complications related to the soft tissue over the implanted device were analysed. STATISTICAL ANALYSIS USED SPSS software version 12. RESULTS In total, 380 (45.2%) patients were male and 460 (54.8%) were female. The age of patients at the time of surgery ranged between 7 months and 68 years and the mean age was 4.64 ± 2.91 years. The majority of patients underwent unilateral cochlear implantation (837 patients), with only three patients receiving a bilateral implant. There were a total of 19 implanted patients who developed complications related to the soft tissue around the implanted device, with an incidence rate of 2.3%. Haematoma was the most commonly encountered complication and other complications were: seroma, wound infection, abscess formation and flap necrosis. CONCLUSIONS Cochlear implantation is considered to be a reliable and safe surgical procedure for the rehabilitation of deaf patients. Complications can be avoided by proper patient preparation, appropriate incision and flap design, rigorous surgical techniques and periodic post-operative follow-up to detect and manage any complications early.
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Affiliation(s)
- Nemer AlKhtoum
- Department of Otolaryngology, Royal Medical Services, Amman, Jordan
| | - Shawkat AlTamimi
- Department of Otolaryngology, Balqa' Applied University, Balqa, Jordan
| | - Osama Alalwan
- Department of Otolaryngology, Royal Medical Services, Amman, Jordan
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Arras T, Snapp H, Sangen A, Snels C, Kuntz I, Theunen T, Kheirkhah K, Zarowski A, Wesarg T, van Wieringen A, Agterberg MJH. Instant improvement in monaural spatial hearing abilities through cognitive feedback. Exp Brain Res 2022; 240:1357-1369. [PMID: 35238954 PMCID: PMC9038864 DOI: 10.1007/s00221-022-06333-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2021] [Accepted: 02/09/2022] [Indexed: 11/04/2022]
Abstract
Several studies report that sound localization performance of acute and chronic monauralized normal-hearing listeners can improve through training. Typically, training sessions are administered daily for several days or weeks. While this intensive training is effective, it may also be that monaural localization abilities improve instantly after providing explicit top-down information about the direction dependent change in timbre and level. The aim of the present study was to investigate whether cognitive feedback (i.e., top-down information) could instantly improve sound localization in naive acutely monauralized listeners. Forty-three normal-hearing listeners (experimental group), divided over five different centers, were tested. Two control groups, consisting of, respectively, nine and eleven normal-hearing listeners, were tested in one center. Broadband sounds (0.5-20 kHz) were presented from visible loudspeakers, positioned in azimuth (- 90° to 90°). Participants in the experimental group received explicit information about the noticeable difference in timbre and the poor localization in the monauralized listening condition, resulting in an instant improvement in sound localization abilities. With subsequent roving of stimulus level (20 dB), sound localization performance deteriorated immediately. The reported improvement is related to the context of the localization test. The results provide important implications for studies investigating sound localization in a clinical setting, especially during closed-set testing, and indicate the importance of top-down information.
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Affiliation(s)
- Tine Arras
- Department of Neurosciences, Experimental ORL, KU Leuven, University of Leuven, Leuven, Belgium
| | - Hillary Snapp
- Department of Otolaryngology, University of Miami, Miami, FL, USA
| | - Anouk Sangen
- Department of Neurosciences, Experimental ORL, KU Leuven, University of Leuven, Leuven, Belgium
| | - Chantal Snels
- Department of Otorhinolaryngology, Donders Institute for Brain, Cognition and Behaviour, Radboudumc, Nijmegen, The Netherlands.,Department of Otorhinolaryngology, University Ghent, Ghent, Belgium
| | - Iris Kuntz
- Department of Otorhinolaryngology-Head and Neck Surgery, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg im Breisgau, Germany
| | - Tinne Theunen
- ENT Department Sint-Augustinus Antwerp, European Institute For ORL, Antwerp, Belgium
| | - Kiana Kheirkhah
- Department of Biophysics, Donders Institute for Brain, Cognition and Behaviour, Radboud University, Heyendaalseweg 135, 6525 AJ, Nijmegen, The Netherlands
| | - Andrzej Zarowski
- ENT Department Sint-Augustinus Antwerp, European Institute For ORL, Antwerp, Belgium
| | - Thomas Wesarg
- Department of Otorhinolaryngology-Head and Neck Surgery, Medical Center-University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg im Breisgau, Germany
| | - Astrid van Wieringen
- Department of Neurosciences, Experimental ORL, KU Leuven, University of Leuven, Leuven, Belgium
| | - Martijn J H Agterberg
- Department of Otorhinolaryngology, Donders Institute for Brain, Cognition and Behaviour, Radboudumc, Nijmegen, The Netherlands. .,Department of Biophysics, Donders Institute for Brain, Cognition and Behaviour, Radboud University, Heyendaalseweg 135, 6525 AJ, Nijmegen, The Netherlands.
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11
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Hamdan EC, Fletcher MD. A Compact Two-Loudspeaker Virtual Sound Reproduction System for Clinical Testing of Spatial Hearing With Hearing-Assistive Devices. Front Neurosci 2022; 15:725127. [PMID: 35153652 PMCID: PMC8835348 DOI: 10.3389/fnins.2021.725127] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2021] [Accepted: 12/22/2021] [Indexed: 11/13/2022] Open
Abstract
Exciting developments in hearing aid and cochlear implant technology for linking signal processing across the ears have improved spatial hearing outcomes. This has resulted in an increased emphasis on clinical assessment of the spatial hearing abilities of hearing-assistive device users. Effective assessment of spatial hearing currently requires a large and costly loudspeaker array system, housed in a heavily acoustically treated testing room. This imposes economic and logistical constraints that limit proliferation of array systems, particularly in developing nations. Despite their size and cost, the ability of current clinical array systems to reproduce realistic spatial sound fields is limited, which substantially reduces the range of realistic acoustic scenes that can be used for diagnostic testing. We propose an alternative low-cost, compact virtual acoustics system with just two loudspeakers. This system uses crosstalk cancelation to reproduce pressure signals at the device microphones that match those for real-world sound sources. Furthermore, in contrast to clinical array systems, the system can adapt to different room acoustics, removing the requirement for a heavily acoustically treated testing environment. We conducted a proof-of-concept study in two stages: in the first, we evaluated the physical performance of the system for a stationary listener in anechoic conditions and in a small audiological testing booth with moderate acoustic treatment. To do this, a head and torso simulator was fitted with specially adapted hearing-assistive devices that allowed direct access to the microphone signals. These microphone signals were compared for real and virtual sound sources at numerous source locations. In the second stage, we quantified the system’s robustness to head rotations with and without the system adapting for head position. In the stationary case, the system was found to be highly effective at reproducing signals, such as speech, at all tested source locations. When head rotation was added, it performed well for rotations of up to 2°, even without adapting. However, performance improved markedly for larger rotations when the system adapted. These findings suggest that a compact, low-cost virtual acoustics system can give wider access to advanced and ecologically valid audiological testing, which could substantially improve clinical assessment of hearing-assistive device users.
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Affiliation(s)
- Eric C. Hamdan
- University of Southampton Auditory Implant Service, University of Southampton, Southampton, United Kingdom
- Institute of Sound and Vibration Research, University of Southampton, Southampton, United Kingdom
- *Correspondence: Eric C. Hamdan,
| | - Mark D. Fletcher
- University of Southampton Auditory Implant Service, University of Southampton, Southampton, United Kingdom
- Institute of Sound and Vibration Research, University of Southampton, Southampton, United Kingdom
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12
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Fletcher MD. Can Haptic Stimulation Enhance Music Perception in Hearing-Impaired Listeners? Front Neurosci 2021; 15:723877. [PMID: 34531717 PMCID: PMC8439542 DOI: 10.3389/fnins.2021.723877] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2021] [Accepted: 08/11/2021] [Indexed: 01/07/2023] Open
Abstract
Cochlear implants (CIs) have been remarkably successful at restoring hearing in severely-to-profoundly hearing-impaired individuals. However, users often struggle to deconstruct complex auditory scenes with multiple simultaneous sounds, which can result in reduced music enjoyment and impaired speech understanding in background noise. Hearing aid users often have similar issues, though these are typically less acute. Several recent studies have shown that haptic stimulation can enhance CI listening by giving access to sound features that are poorly transmitted through the electrical CI signal. This “electro-haptic stimulation” improves melody recognition and pitch discrimination, as well as speech-in-noise performance and sound localization. The success of this approach suggests it could also enhance auditory perception in hearing-aid users and other hearing-impaired listeners. This review focuses on the use of haptic stimulation to enhance music perception in hearing-impaired listeners. Music is prevalent throughout everyday life, being critical to media such as film and video games, and often being central to events such as weddings and funerals. It represents the biggest challenge for signal processing, as it is typically an extremely complex acoustic signal, containing multiple simultaneous harmonic and inharmonic sounds. Signal-processing approaches developed for enhancing music perception could therefore have significant utility for other key issues faced by hearing-impaired listeners, such as understanding speech in noisy environments. This review first discusses the limits of music perception in hearing-impaired listeners and the limits of the tactile system. It then discusses the evidence around integration of audio and haptic stimulation in the brain. Next, the features, suitability, and success of current haptic devices for enhancing music perception are reviewed, as well as the signal-processing approaches that could be deployed in future haptic devices. Finally, the cutting-edge technologies that could be exploited for enhancing music perception with haptics are discussed. These include the latest micro motor and driver technology, low-power wireless technology, machine learning, big data, and cloud computing. New approaches for enhancing music perception in hearing-impaired listeners could substantially improve quality of life. Furthermore, effective haptic techniques for providing complex sound information could offer a non-invasive, affordable means for enhancing listening more broadly in hearing-impaired individuals.
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Affiliation(s)
- Mark D Fletcher
- University of Southampton Auditory Implant Service, Faculty of Engineering and Physical Sciences, University of Southampton, Southampton, United Kingdom.,Institute of Sound and Vibration Research, Faculty of Engineering and Physical Sciences, University of Southampton, Southampton, United Kingdom
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Fletcher MD, Verschuur CA. Electro-Haptic Stimulation: A New Approach for Improving Cochlear-Implant Listening. Front Neurosci 2021; 15:581414. [PMID: 34177440 PMCID: PMC8219940 DOI: 10.3389/fnins.2021.581414] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2020] [Accepted: 04/29/2021] [Indexed: 12/12/2022] Open
Abstract
Cochlear implants (CIs) have been remarkably successful at restoring speech perception for severely to profoundly deaf individuals. Despite their success, several limitations remain, particularly in CI users' ability to understand speech in noisy environments, locate sound sources, and enjoy music. A new multimodal approach has been proposed that uses haptic stimulation to provide sound information that is poorly transmitted by the implant. This augmenting of the electrical CI signal with haptic stimulation (electro-haptic stimulation; EHS) has been shown to improve speech-in-noise performance and sound localization in CI users. There is also evidence that it could enhance music perception. We review the evidence of EHS enhancement of CI listening and discuss key areas where further research is required. These include understanding the neural basis of EHS enhancement, understanding the effectiveness of EHS across different clinical populations, and the optimization of signal-processing strategies. We also discuss the significant potential for a new generation of haptic neuroprosthetic devices to aid those who cannot access hearing-assistive technology, either because of biomedical or healthcare-access issues. While significant further research and development is required, we conclude that EHS represents a promising new approach that could, in the near future, offer a non-invasive, inexpensive means of substantially improving clinical outcomes for hearing-impaired individuals.
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Affiliation(s)
- Mark D. Fletcher
- Faculty of Engineering and Physical Sciences, University of Southampton Auditory Implant Service, University of Southampton, Southampton, United Kingdom
- Faculty of Engineering and Physical Sciences, Institute of Sound and Vibration Research, University of Southampton, Southampton, United Kingdom
| | - Carl A. Verschuur
- Faculty of Engineering and Physical Sciences, University of Southampton Auditory Implant Service, University of Southampton, Southampton, United Kingdom
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Fletcher MD, Zgheib J, Perry SW. Sensitivity to Haptic Sound-Localization Cues at Different Body Locations. SENSORS (BASEL, SWITZERLAND) 2021; 21:3770. [PMID: 34071729 PMCID: PMC8198414 DOI: 10.3390/s21113770] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/24/2021] [Revised: 05/21/2021] [Accepted: 05/24/2021] [Indexed: 01/09/2023]
Abstract
Cochlear implants (CIs) recover hearing in severely to profoundly hearing-impaired people by electrically stimulating the cochlea. While they are extremely effective, spatial hearing is typically severely limited. Recent studies have shown that haptic stimulation can supplement the electrical CI signal (electro-haptic stimulation) and substantially improve sound localization. In haptic sound-localization studies, the signal is extracted from the audio received by behind-the-ear devices and delivered to each wrist. Localization is achieved using tactile intensity differences (TIDs) across the wrists, which match sound intensity differences across the ears (a key sound localization cue). The current study established sensitivity to across-limb TIDs at three candidate locations for a wearable haptic device, namely: the lower tricep and the palmar and dorsal wrist. At all locations, TID sensitivity was similar to the sensitivity to across-ear intensity differences for normal-hearing listeners. This suggests that greater haptic sound-localization accuracy than previously shown can be achieved. The dynamic range was also measured and far exceeded that available through electrical CI stimulation for all of the locations, suggesting that haptic stimulation could provide additional sound-intensity information. These results indicate that an effective haptic aid could be deployed for any of the candidate locations, and could offer a low-cost, non-invasive means of improving outcomes for hearing-impaired listeners.
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Affiliation(s)
- Mark D. Fletcher
- Faculty of Engineering and Physical Sciences, Institute of Sound and Vibration Research, University of Southampton, University Road, Southampton SO17 1BJ, UK
- University of Southampton Auditory Implant Service, Faculty of Engineering and Physical Sciences, University of Southampton, University Road, Southampton SO17 1BJ, UK;
| | - Jana Zgheib
- University of Southampton Auditory Implant Service, Faculty of Engineering and Physical Sciences, University of Southampton, University Road, Southampton SO17 1BJ, UK;
| | - Samuel W. Perry
- Faculty of Engineering and Physical Sciences, Institute of Sound and Vibration Research, University of Southampton, University Road, Southampton SO17 1BJ, UK
- University of Southampton Auditory Implant Service, Faculty of Engineering and Physical Sciences, University of Southampton, University Road, Southampton SO17 1BJ, UK;
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Abstract
Hearing aid and cochlear implant (CI) users often struggle to locate and segregate sounds. The dominant sound-localisation cues are time and intensity differences across the ears. A recent study showed that CI users locate sounds substantially better when these cues are provided through haptic stimulation on each wrist. However, the sensitivity of the wrists to these cues and the robustness of this sensitivity to aging is unknown. The current study showed that time difference sensitivity is much poorer across the wrists than across the ears and declines with age. In contrast, high sensitivity to across-wrist intensity differences was found that was robust to aging. This high sensitivity was observed across a range of stimulation intensities for both amplitude modulated and unmodulated sinusoids and matched across-ear intensity difference sensitivity for normal-hearing individuals. Furthermore, the usable dynamic range for haptic stimulation on the wrists was found to be around four times larger than for CIs. These findings suggest that high-precision haptic sound-localisation can be achieved, which could aid many hearing-impaired listeners. Furthermore, the finding that high-fidelity across-wrist intensity information can be transferred could be exploited in human-machine interfaces to enhance virtual reality and improve remote control of military, medical, or research robots.
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Fletcher MD. Using haptic stimulation to enhance auditory perception in hearing-impaired listeners. Expert Rev Med Devices 2020; 18:63-74. [PMID: 33372550 DOI: 10.1080/17434440.2021.1863782] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
INTRODUCTION Hearing-assistive devices, such as hearing aids and cochlear implants, transform the lives of hearing-impaired people. However, users often struggle to locate and segregate sounds. This leads to impaired threat detection and an inability to understand speech in noisy environments. Recent evidence suggests that segregation and localization can be improved by providing missing sound-information through haptic stimulation. AREAS COVERED This article reviews the evidence that haptic stimulation can effectively provide sound information. It then discusses the research and development required for this approach to be implemented in a clinically viable device. This includes discussion of what sound information should be provided and how that information can be extracted and delivered. EXPERT OPINION Although this research area has only recently emerged, it builds on a significant body of work showing that sound information can be effectively transferred through haptic stimulation. Current evidence suggests that haptic stimulation is highly effective at providing missing sound-information to cochlear implant users. However, a great deal of work remains to implement this approach in an effective wearable device. If successful, such a device could offer an inexpensive, noninvasive means of improving educational, work, and social experiences for hearing-impaired individuals, including those without access to hearing-assistive devices.
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Affiliation(s)
- Mark D Fletcher
- University of Southampton Auditory Implant Service, Southampton, UK.,Institute of Sound and Vibration Research, University of Southampton, Southampton, UK
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Fletcher MD, Zgheib J. Haptic sound-localisation for use in cochlear implant and hearing-aid users. Sci Rep 2020; 10:14171. [PMID: 32843659 PMCID: PMC7447810 DOI: 10.1038/s41598-020-70379-2] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2020] [Accepted: 07/28/2020] [Indexed: 11/10/2022] Open
Abstract
Users of hearing-assistive devices often struggle to locate and segregate sounds, which can make listening in schools, cafes, and busy workplaces extremely challenging. A recent study in unilaterally implanted CI users showed that sound-localisation was improved when the audio received by behind-the-ear devices was converted to haptic stimulation on each wrist. We built on this work, using a new signal-processing approach to improve localisation accuracy and increase generalisability to a wide range of stimuli. We aimed to: (1) improve haptic sound-localisation accuracy using a varied stimulus set and (2) assess whether accuracy improved with prolonged training. Thirty-two adults with normal touch perception were randomly assigned to an experimental or control group. The experimental group completed a 5-h training regime and the control group were not trained. Without training, haptic sound-localisation was substantially better than in previous work on haptic sound-localisation. It was also markedly better than sound-localisation by either unilaterally or bilaterally implanted CI users. After training, accuracy improved, becoming better than for sound-localisation by bilateral hearing-aid users. These findings suggest that a wrist-worn haptic device could be effective for improving spatial hearing for a range of hearing-impaired listeners.
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Affiliation(s)
- Mark D Fletcher
- University of Southampton Auditory Implant Service, University of Southampton, University Road, Southampton, SO17 1BJ, UK. .,Faculty of Engineering and Physical Sciences, University of Southampton, University Road, Southampton, SO17 1BJ, UK.
| | - Jana Zgheib
- University of Southampton Auditory Implant Service, University of Southampton, University Road, Southampton, SO17 1BJ, UK
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Fletcher MD, Song H, Perry SW. Electro-haptic stimulation enhances speech recognition in spatially separated noise for cochlear implant users. Sci Rep 2020; 10:12723. [PMID: 32728109 PMCID: PMC7391652 DOI: 10.1038/s41598-020-69697-2] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2020] [Accepted: 07/14/2020] [Indexed: 11/10/2022] Open
Abstract
Hundreds of thousands of profoundly hearing-impaired people perceive sounds through electrical stimulation of the auditory nerve using a cochlear implant (CI). However, CI users are often poor at understanding speech in noisy environments and separating sounds that come from different locations. We provided missing speech and spatial hearing cues through haptic stimulation to augment the electrical CI signal. After just 30 min of training, we found this “electro-haptic” stimulation substantially improved speech recognition in multi-talker noise when the speech and noise came from different locations. Our haptic stimulus was delivered to the wrists at an intensity that can be produced by a compact, low-cost, wearable device. These findings represent a significant step towards the production of a non-invasive neuroprosthetic that can improve CI users’ ability to understand speech in realistic noisy environments.
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Affiliation(s)
- Mark D Fletcher
- University of Southampton Auditory Implant Service, University of Southampton, University Road, Southampton, SO17 1BJ, UK.
| | - Haoheng Song
- Faculty of Engineering and Physical Sciences, University of Southampton, University Road, Southampton, SO17 1BJ, UK
| | - Samuel W Perry
- University of Southampton Auditory Implant Service, University of Southampton, University Road, Southampton, SO17 1BJ, UK
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Fletcher MD, Thini N, Perry SW. Enhanced Pitch Discrimination for Cochlear Implant Users with a New Haptic Neuroprosthetic. Sci Rep 2020; 10:10354. [PMID: 32587354 PMCID: PMC7316732 DOI: 10.1038/s41598-020-67140-0] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2020] [Accepted: 06/03/2020] [Indexed: 11/25/2022] Open
Abstract
The cochlear implant (CI) is the most widely used neuroprosthesis, recovering hearing for more than half a million severely-to-profoundly hearing-impaired people. However, CIs still have significant limitations, with users having severely impaired pitch perception. Pitch is critical to speech understanding (particularly in noise), to separating different sounds in complex acoustic environments, and to music enjoyment. In recent decades, researchers have attempted to overcome shortcomings in CIs by improving implant technology and surgical techniques, but with limited success. In the current study, we take a new approach of providing missing pitch information through haptic stimulation on the forearm, using our new mosaicOne_B device. The mosaicOne_B extracts pitch information in real-time and presents it via 12 motors that are arranged in ascending pitch along the forearm, with each motor representing a different pitch. In normal-hearing subjects listening to CI simulated audio, we showed that participants were able to discriminate pitch differences at a similar performance level to that achieved by normal-hearing listeners. Furthermore, the device was shown to be highly robust to background noise. This enhanced pitch discrimination has the potential to significantly improve music perception, speech recognition, and speech prosody perception in CI users.
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Affiliation(s)
- Mark D Fletcher
- University of Southampton Auditory Implant Service, University of Southampton, University Road, Southampton, SO17 1BJ, United Kingdom.
| | - Nour Thini
- Faculty of Engineering and Physical Sciences, University of Southampton, University Road, Southampton, SO17 1BJ, United Kingdom
| | - Samuel W Perry
- University of Southampton Auditory Implant Service, University of Southampton, University Road, Southampton, SO17 1BJ, United Kingdom
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