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An audio enhancement system to improve intelligibility for social-awareness in HRI

dc.contributor.authorMartínez-Colón, Antonio
dc.contributor.authorViciana-Abad, Raquel
dc.contributor.authorPérez-Lorenzo, José Manuel
dc.contributor.authorEvers, Christine
dc.contributor.authorNaylor, Patrick A.
dc.date.accessioned2025-01-27T18:07:48Z
dc.date.available2025-01-27T18:07:48Z
dc.date.issued2021-08-28
dc.description.abstractImproving the ability to interact through voice with a robot is still a challenge especially in real environments where multiple speakers coexist. This work has evaluated a proposal based on improving the intelligibility of the voice information that feeds an existing ASR service in the network and in conditions similar to those that could occur in a care centre for the elderly. The results indicate the feasibility and improvement of a proposal based on the use of an embedded microphone array and the use of a simple beamforming and masking technique. The system has been evaluated with 12 people and results obtained for time responsiveness indicate that the system would allow natural interaction with voice. It is shown to be necessary to incorporate a system to properly employ the masking algorithm, through the intelligent and stable estimation of the interfering signals. In addition, this approach allows to fix as sources of interest other speakers not located in the vicinity of the robot.es_ES
dc.description.sponsorshipThis work has been funded by the National Research Project TEST-RTI2018-099522-A-C44: “Test-beds for the Evaluation of Social Awareness in Assistance Robotics” and thanks to the collaboration with CSP group at Imperial College London, funded by the Spanish Ministry of Science, Innovation and University through the lectures mobility program (Jose Castillejo’s 2018 grant). Most of the information about the typical life in a retirement house and Felipe’s robot name have been gathered from the experiences during the work developed in Vitalia Teatinos and supported by the Regional Project AT17-5509-UMA ’ROSI’. Open Access funding provided thanks to the CRUE-CSIC agreement with Springer Nature.es_ES
dc.identifier.citationMartínez-Colón, A., Viciana-Abad, R., Perez-Lorenzo, J.M. et al. An audio enhancement system to improve intelligibility for social-awareness in HRI. Multimed Tools Appl 81, 3327–3350 (2022). https://doi.org/10.1007/s11042-021-11291-3es_ES
dc.identifier.issn1380-7501es_ES
dc.identifier.other10.1007/s11042-021-11291-3es_ES
dc.identifier.urihttps://link.springer.com/article/10.1007/s11042-021-11291-3es_ES
dc.identifier.urihttps://hdl.handle.net/10953/4434
dc.language.isoenges_ES
dc.publisherSpringeres_ES
dc.relation.ispartofMultimedia Tools and Applicationses_ES
dc.rights.accessRightsinfo:eu-repo/semantics/openAccesses_ES
dc.subjectBeamforminges_ES
dc.subjectASRes_ES
dc.subjectArrayes_ES
dc.subjectMaskinges_ES
dc.subjectIntelligibilityes_ES
dc.titleAn audio enhancement system to improve intelligibility for social-awareness in HRIes_ES
dc.typeinfo:eu-repo/semantics/articlees_ES
dc.type.versioninfo:eu-repo/semantics/acceptedVersiones_ES

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