Fast text searching: allowing errors
Communications of the ACM
Query by humming: musical information retrieval in an audio database
Proceedings of the third ACM international conference on Multimedia
Manipulation of music for melody matching
MULTIMEDIA '98 Proceedings of the sixth ACM international conference on Multimedia
Content-based retrieval for music collections
Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval
Musical information retrieval using melodic surface
Proceedings of the fourth ACM conference on Digital libraries
Towards a digital library of popular music
Proceedings of the fourth ACM conference on Digital libraries
A practical query-by-humming system for a large music database
MULTIMEDIA '00 Proceedings of the eighth ACM international conference on Multimedia
Some challenges and grand challenges for computational intelligence
Journal of the ACM (JACM)
Query by Tapping: A New Paradigm for Content-Based Music Retrieval from Acoustic Input
PCM '01 Proceedings of the Second IEEE Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Approximate matching algorithms for music information retrieval using vocal input
MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
Artificial Intelligence: Structures and Strategies for Complex Problem Solving (5th Edition)
Artificial Intelligence: Structures and Strategies for Complex Problem Solving (5th Edition)
Labeling images with a computer game
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
LyricAlly: automatic synchronization of acoustic musical signals and textual lyrics
Proceedings of the 12th annual ACM international conference on Multimedia
Ambient Intelligence: A Multimedia Perspective
IEEE MultiMedia
Song search and retrieval by tapping
AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 4
Computational geometric aspects of rhythm, melody, and voice-leading
Computational Geometry: Theory and Applications
Computing with instinct
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Query by Tapping is an emerging paradigm for content-based music retrieval, which we have explored through our web-based music search system. Based on the results obtained from our system we argue that searching for music by tapping the rhythm of a song's melody is intuitive and effective. In this paper we describe two novel algorithms to analyze tapping input. We present results indicating good accuracy rates among a broad spectrum of both trained and untrained users. Query by tapping has an important potential as a form of human-computer communication. We indicate how our algorithms to analyze tapping might be used in other areas such as music education and user authentication.