Audio-Enhanced Video-to-Audio Retrieval Using Text-Conditioned Feature Alignment

The pace of technological advancement has accelerated significantly. Videos and images have ingrained themselves into daily life. Large amounts of generated video data can be used for real-time analysis. These days, it can be used to improve healthcare and video search. This essay tackles the issue through content analysis. This paper addresses audio feature extraction and multilingual and multicultural considerations. The method in the paper takes videos as a dataset. In this paper, it uses the genism model to extract the matching feature. The similarity table value for different words is between 0.55 to 0.77. The score graph is between 0.4 to 0.8.

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Publication Details

Published
2024-10-24
DOI
https://doi.org/10.1109/iccsc62048.2024.10830345
Citations
1
Primary Topic
Music and Audio Processing
Type
article
Field-Weighted Citation Impact
0.35
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Audio-Enhanced Video-to-Audio Retrieval Using Text-Conditioned Feature Alignment

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1 citations
Music and Audio Processing
0.35
article

Audio-Enhanced Video-to-Audio Retrieval Using Text-Conditioned Feature Alignment

Nripendra Narayan Das, Anuj Razdan, Shaveta Bhatia, Mohamed Salah Ibrahim, Alibek Orynbek, Praveen Kumar
article en
1 citations

Abstract

The pace of technological advancement has accelerated significantly. Videos and images have ingrained themselves into daily life. Large amounts of generated video data can be used for real-time analysis. These days, it can be used to improve healthcare and video search. This essay tackles the issue through content analysis. This paper addresses audio feature extraction and multilingual and multicultural considerations. The method in the paper takes videos as a dataset. In this paper, it uses the genism model to extract the matching feature. The similarity table value for different words is between 0.55 to 0.77. The score graph is between 0.4 to 0.8.

Manipal Academy of Higher Education (IN), Amity University (IN), Astana Medical University (KZ), Manav Rachna International Institute of Research and Studies (IN)
Openalex Percentile: Top 39%
Music and Audio Processing
0.35
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