Improved tactile speech perception using audio-to-tactile sensory substitution with formant frequency focusing
Improved tactile speech perception using audio-to-tactile sensory substitution with formant frequency focusing
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.
Fletcher, Mark D.
ac11588a-fafe-4dbb-8b3c-80a6ff030546
Akis, Esma
317a18de-cdb6-4f0d-995f-7c2c85431127
Verschuur, Carl A.
5e15ee1c-3a44-4dbe-ad43-ec3b50111e41
Perry, Samuel W.
20d3988a-66fd-427c-b732-d686a67f4a8f
28 February 2024
Fletcher, Mark D.
ac11588a-fafe-4dbb-8b3c-80a6ff030546
Akis, Esma
317a18de-cdb6-4f0d-995f-7c2c85431127
Verschuur, Carl A.
5e15ee1c-3a44-4dbe-ad43-ec3b50111e41
Perry, Samuel W.
20d3988a-66fd-427c-b732-d686a67f4a8f
Fletcher, Mark D., Akis, Esma, Verschuur, Carl A. and Perry, Samuel W.
(2024)
Improved tactile speech perception using audio-to-tactile sensory substitution with formant frequency focusing.
Scientific Reports, 14 (1), [4889].
(doi:10.1038/s41598-024-55429-3).
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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Accepted/In Press date: 23 February 2024
Published date: 28 February 2024
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Local EPrints ID: 487539
URI: http://eprints.soton.ac.uk/id/eprint/487539
ISSN: 2045-2322
PURE UUID: f542cf36-bc84-49be-a8ca-efe3ca42856e
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Date deposited: 23 Feb 2024 17:31
Last modified: 24 Jun 2024 16:33
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Author:
Esma Akis
Author:
Samuel W. Perry
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