Fast intra-collection audio matching

2012 ◽  
Author(s):  
Verena Thomas ◽  
Sebastian Ewert ◽  
Michael Clausen
Keyword(s):  
Audio Matching

Efficient Index-Based Audio Matching

2008 ◽  
Vol 16 (2) ◽  
pp. 382-395 ◽  
Author(s):  
Frank Kurth ◽  
Meinard Muller
Keyword(s):  
Audio Matching

Scene Duplicate Detection from News Videos Using Image-Audio Matching Focusing on Human Faces

2014 ◽  
Author(s):  
Haruka Kumagai ◽  
Keisuke Doman ◽  
Ichiro Ide ◽  
Daisuke Deguchi ◽  
Hiroshi Murase
Keyword(s):  
Duplicate Detection ◽  
Human Faces ◽  
Audio Matching

scholarly journals Detection and localization of partial audio matches in various application scenarios

2021 ◽  
Author(s):  
Milica Maksimović ◽  
Patrick Aichroth ◽  
Luca Cuccovillo
Keyword(s):  
State Of The Art ◽  
Large Datasets ◽  
Matching Algorithm ◽  
Partial Matching ◽  
Media Forensics ◽  
Accurate Localization ◽  
Fine Grain ◽  
Current State ◽  
Detection And Localization ◽  
Audio Matching

AbstractIn this paper, we describe various application scenarios for archive management, broadcast/stream analysis, media search and media forensics which require the detection and accurate localization of unknown partial audio matches within items and datasets. We explain why they cannot be addressed with state-of-the-art matching approaches based on fingerprinting, and propose a new partial matching algorithm which can satisfy the relevant requirements. We propose two distinct requirement sets and hence two variants / settings for our proposed approach: One focusing on lower time granularity and hence lower computational complexity, to be able to deal with large datasets, and one focusing on fine-grain analysis for small datasets and individual items. Both variants are tested using distinct evaluation sets and methodologies and compared with a popular audio matching algorithm, thereby demonstrating that the proposed algorithm achieves convincing performance for the relevant application scenarios beyond the current state-of-the-art.

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