Cultural style based music classification of audio signals
ICASSP '09 Proceedings of the 2009 IEEE International Conference on Acoustics, Speech and Signal Processing
Analysis of the meter of acoustic musical signals
IEEE Transactions on Audio, Speech, and Language Processing
An experimental comparison of audio tempo induction algorithms
IEEE Transactions on Audio, Speech, and Language Processing
A tempo-sensitive music search engine with multimodal inputs
MIRUM '11 Proceedings of the 1st international ACM workshop on Music information retrieval with user-centered and multimodal strategies
A domain-specific music search engine for gait training
Proceedings of the 20th ACM international conference on Multimedia
A real-time on-chip algorithm for IMU-Based gait measurement
PCM'12 Proceedings of the 13th Pacific-Rim conference on Advances in Multimedia Information Processing
Reducing the power consumption of an IMU-Based gait measurement system
PCM'12 Proceedings of the 13th Pacific-Rim conference on Advances in Multimedia Information Processing
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A music retrieval system is introduced that incorporate tempo, cultural, and beat strength features to help music therapists provide appropriate music for gait training for Parkinson's patients. Unlike current methods available to music therapists (e.g., personal CD/MP3 library search) we propose a domain-specific search engine that utilizes database of music found on YouTube. We independently evaluate the efficacy of our tempo, cultural, and beat strength features on a music database extracted from YouTube. Results from our user study demonstrate the effectiveness and usefulness of our search engine for this application.