Authors
Simon Tucker, Steve Whittaker
Publication date
2008/4/15
Journal
IEEE transactions on audio, speech, and language processing
Volume
16
Issue
4
Pages
790-796
Publisher
IEEE
Description
Efficient browsing of speech recordings is problematic. The linear nature of speech, coupled with the lack of abstraction that the medium affords, means that listeners have to listen to long segments of a recording to locate points of interest. We explore temporal compression algorithms that attempt to reduce the amount of time users require to listen to speech recordings, while retaining the important content. This paper implements two main approaches to temporal compression: artificial speech rate alteration (speed-up) and unimportant segment removal (excision). We evaluate the effectiveness of these approaches by having listeners rate comprehension and listening effort for different types of temporal compression. For different compression levels, we compare performance of various implementations of speed-up and excision as well as techniques based on semantic features and acoustic features. Our results …
Total citations
20082009201020112012201320142015201620172018201920202021202220231113231322
Scholar articles
S Tucker, S Whittaker - IEEE transactions on audio, speech, and language …, 2008