Enhancement of cardiac and respiratory sounds for cellphone reproduction by means of digital sound processing methods
Keywords: Heart sounds; Pitch, shifting; Respiratory sounds; Smartphone; Sound enhancement; Telemedicine
Abstract
Telemedicines rising popularity, driven by its convenience and accessibility, faces a challenge in remote physical auscultation, particularly for assessing lung and heart sounds. We propose a smartphone-based tele-auscultation approach for capturing lung and heart sounds, based on pitch-shifting customized for smartphone listening, overcoming the technical obstacle found in the limited accuracy of smartphone speakers for reproducing low-frequency sounds, such as heart sounds. We created a database of heart and lung sounds captured with a smartphone, and then we conducted two evaluations, one with sounds from open-source databases and one with sounds from an in-house database. Pitch-shifting algorithms from PaulStretch and SoundTouch libraries were applied, and validated against original recordings through a web survey, initially using conventional headphones, as a first step towards delivering them through loudspeakers. In the open-source database experiment, 71.6% and 80% of 40 final-year medical students indicated preserved clinical information in respiratory and heart sounds, respectively. In the in-house database experiment, 14 physicians and final-year medical students validated the processed audio samples, revealing that 76.5% and 71% of respiratory and heart sounds, respectively, maintained clinical information. These results suggest the potential use of pitch-shifted sounds in tele-auscultation devices like smartphones. However, further research is essential to understand smartphones playback capabilities in a clinical setting. © The Author(s), under exclusive licence to Springer-Verlag London Ltd., part of Springer Nature 2024.
Más información
| Título según SCOPUS: | Enhancement of cardiac and respiratory sounds for cellphone reproduction by means of digital sound processing methods |
| Título de la Revista: | Personal and Ubiquitous Computing |
| Volumen: | 28 |
| Número: | 5 |
| Editorial: | Springer Science and Business Media Deutschland GmbH |
| Fecha de publicación: | 2024 |
| Página de inicio: | 845 |
| Página final: | 856 |
| Idioma: | English |
| DOI: |
10.1007/s00779-024-01833-5 |
| Notas: | SCOPUS |