Abstract
In this paper, we explore the use of audio information in the retrieval of multimedia content. Specifically, we focus on linking similar segments in a collection consisting of 4,000 hours of BBC TV programmes.
We provide a description of our system submitted to the Hyperlinking Sub-task of the Search and Hyperlinking Task in the MediaEval 2014 Benchmark, in which it scored best. We explore three automatic transcripts and compare them to available subtitles.
We confirm the relationship between retrieval performance and transcript quality. The performance of the retrieval is further improved by extending transcripts by metadata and context, by combining different transcripts, using the highest confident words of the transcripts, and by utilizing acoustic similarity.