Research on Audio Retrieval Methods Based on Natural Language Processing

With the continuous improvement of social informatization level, multimedia network has become an indispensable part of people's work and life. The demand for massive multimedia data processing and transmission technology is also more and more urgent, so that audio retrieval technology has become a research hotspot. Audio technology is an important part of multimedia data processing, and the form is complex and diverse. Audio processing technology plays a key role in multimedia data processing, and its manifestations are very different. How to accurately extract and analyze diverse audio data has become a hot topic in today's society. This paper discusses the techniques required for audio content extraction and the process of research and analysis, and outlines the latest progress of audio research at home and abroad. Next, a comprehensive introduction to the characteristics of audio analysis is given, and some of the features are extracted using different methods. On this basis, an audio retrieval model based on natural language processing is constructed by combining the structure, methods and models of natural language processing, trained and numerically simulated, and the results show that it is feasible to use natural language processing for audio retrieval.

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Publication Details

Journal
Journal of Economic Statistics
Published
2025-03-15
DOI
https://doi.org/10.58567/jes03010004
Primary Topic
Marine and coastal plant biology
Type
article
Field-Weighted Citation Impact
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article

Research on Audio Retrieval Methods Based on Natural Language Processing

Journal of Economic Statistics
Marine and coastal plant biology
article

Research on Audio Retrieval Methods Based on Natural Language Processing

article en

Abstract

With the continuous improvement of social informatization level, multimedia network has become an indispensable part of people's work and life. The demand for massive multimedia data processing and transmission technology is also more and more urgent, so that audio retrieval technology has become a research hotspot. Audio technology is an important part of multimedia data processing, and the form is complex and diverse. Audio processing technology plays a key role in multimedia data processing, and its manifestations are very different. How to accurately extract and analyze diverse audio data has become a hot topic in today's society. This paper discusses the techniques required for audio content extraction and the process of research and analysis, and outlines the latest progress of audio research at home and abroad. Next, a comprehensive introduction to the characteristics of audio analysis is given, and some of the features are extracted using different methods. On this basis, an audio retrieval model based on natural language processing is constructed by combining the structure, methods and models of natural language processing, trained and numerically simulated, and the results show that it is feasible to use natural language processing for audio retrieval.

Journal of Economic StatisticsVol. 3(1)
Qingdao University (CN), Qingdao University of Science and Technology (CN)
Quality Education
Openalex Percentile: Top 40%
Marine and coastal plant biology
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