Development of key technologies for audio retrieval and vocal teaching system based on sensor networks

Traditional audio processing technology often faces the challenge of efficiency and accuracy in the face of large-scale audio data and complex sound content. The purpose of this study is to develop the key technology of audio retrieval and vocal music teaching system based on sensor network, aiming...

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Main Author: Li Shu
Format: Article
Language:English
Published: Elsevier 2024-04-01
Series:Measurement: Sensors
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2665917424000242
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author Li Shu
author_facet Li Shu
author_sort Li Shu
collection DOAJ
description Traditional audio processing technology often faces the challenge of efficiency and accuracy in the face of large-scale audio data and complex sound content. The purpose of this study is to develop the key technology of audio retrieval and vocal music teaching system based on sensor network, aiming at the rich audio data and real-time monitoring function provided by sensor network. The sensors suitable for audio retrieval and vocal music teaching were selected and rationally arranged in the designated position to obtain accurate and comprehensive audio data. The algorithm is also optimized and improved to improve the performance and stability of the system. The accuracy and efficiency of audio retrieval can be effectively improved by using sensor networks. The vocal music teaching system based on sensor networks can provide comprehensive and accurate sound evaluation and guidance. Good results have been obtained in the practical application of this method, which proves its feasibility and effectiveness in the field of audio retrieval and vocal music teaching.
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spelling doaj.art-3d4808045e8a40fc96464155effc62e72024-03-18T04:34:37ZengElsevierMeasurement: Sensors2665-91742024-04-0132101048Development of key technologies for audio retrieval and vocal teaching system based on sensor networksLi Shu0School of Music and Dance, Daqing Normal University, Daqing, Heilongjiang, 163000, ChinaTraditional audio processing technology often faces the challenge of efficiency and accuracy in the face of large-scale audio data and complex sound content. The purpose of this study is to develop the key technology of audio retrieval and vocal music teaching system based on sensor network, aiming at the rich audio data and real-time monitoring function provided by sensor network. The sensors suitable for audio retrieval and vocal music teaching were selected and rationally arranged in the designated position to obtain accurate and comprehensive audio data. The algorithm is also optimized and improved to improve the performance and stability of the system. The accuracy and efficiency of audio retrieval can be effectively improved by using sensor networks. The vocal music teaching system based on sensor networks can provide comprehensive and accurate sound evaluation and guidance. Good results have been obtained in the practical application of this method, which proves its feasibility and effectiveness in the field of audio retrieval and vocal music teaching.http://www.sciencedirect.com/science/article/pii/S2665917424000242Sensor networkAudio retrievalVocal music teaching systemKey technologyDevelopment and design
spellingShingle Li Shu
Development of key technologies for audio retrieval and vocal teaching system based on sensor networks
Measurement: Sensors
Sensor network
Audio retrieval
Vocal music teaching system
Key technology
Development and design
title Development of key technologies for audio retrieval and vocal teaching system based on sensor networks
title_full Development of key technologies for audio retrieval and vocal teaching system based on sensor networks
title_fullStr Development of key technologies for audio retrieval and vocal teaching system based on sensor networks
title_full_unstemmed Development of key technologies for audio retrieval and vocal teaching system based on sensor networks
title_short Development of key technologies for audio retrieval and vocal teaching system based on sensor networks
title_sort development of key technologies for audio retrieval and vocal teaching system based on sensor networks
topic Sensor network
Audio retrieval
Vocal music teaching system
Key technology
Development and design
url http://www.sciencedirect.com/science/article/pii/S2665917424000242
work_keys_str_mv AT lishu developmentofkeytechnologiesforaudioretrievalandvocalteachingsystembasedonsensornetworks