Survey and Evaluation of Audio Fingerprinting Schemes for Mobile Query-By-Example Applications
Abstract
We survey and evaluate popular audio fingerprinting schemes in a common framework with short query probes captured from cell phones. We report and discuss results important for mobile applications: Receiver Operating Characteristic (ROC) performance, size of fingerprints generated
compared to size of audio probe, and transmission delay if
the fingerprint data were to be transmitted over a wireless
link. We hope that the evaluation in this work will guide
work towards reducing latency in practical mobile audio retrieval applications
compared to size of audio probe, and transmission delay if
the fingerprint data were to be transmitted over a wireless
link. We hope that the evaluation in this work will guide
work towards reducing latency in practical mobile audio retrieval applications
Research Areas
