Content-Based Image Retrieval at the End of the Early Years
IEEE Transactions on Pattern Analysis and Machine Intelligence
Music score alignment and computer accompaniment
Communications of the ACM - Music information retrieval
Music retrieval: a tutorial and review
Foundations and Trends in Information Retrieval
A music search engine built upon audio-based and web-based similarity measures
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Information Retrieval for Music and Motion
Information Retrieval for Music and Motion
Distributed musical performances: Architecture and stream management
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Some(what) grand challenges for information retrieval
ACM SIGIR Forum
Combination of audio and lyrics features for genre classification in digital audio collections
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Combining audio content and social context for semantic music discovery
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
High resolution audio synchronization using chroma onset features
ICASSP '09 Proceedings of the 2009 IEEE International Conference on Acoustics, Speech and Signal Processing
Towards timbre-invariant audio features for harmony-based music
IEEE Transactions on Audio, Speech, and Language Processing
A Coupled Duration-Focused Architecture for Real-Time Music-to-Score Alignment
IEEE Transactions on Pattern Analysis and Machine Intelligence
Journal of the American Society for Information Science and Technology
A user-centered design of a personal digital library for music exploration
Proceedings of the 10th annual joint conference on Digital libraries
Improving mood classification in music digital libraries by combining lyrics and audio
Proceedings of the 10th annual joint conference on Digital libraries
Music Recommendation and Discovery: The Long Tail, Long Fail, and Long Play in the Digital Music Space
Prediction of Time-Varying Musical Mood Distributions Using Kalman Filtering
ICMLA '10 Proceedings of the 2010 Ninth International Conference on Machine Learning and Applications
Web-Scale Multimedia Analysis: Does Content Matter?
IEEE MultiMedia
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Beyond Timbral Statistics: Improving Music Classification Using Percussive Patterns and Bass Lines
IEEE Transactions on Audio, Speech, and Language Processing
Chroma Binary Similarity and Local Alignment Applied to Cover Song Identification
IEEE Transactions on Audio, Speech, and Language Processing
LyricAlly: Automatic Synchronization of Textual Lyrics to Acoustic Music Signals
IEEE Transactions on Audio, Speech, and Language Processing
Efficient Index-Based Audio Matching
IEEE Transactions on Audio, Speech, and Language Processing
Semantic Annotation and Retrieval of Music and Sound Effects
IEEE Transactions on Audio, Speech, and Language Processing
A Conditional Random Field Framework for Robust and Scalable Audio-to-Score Matching
IEEE Transactions on Audio, Speech, and Language Processing
Integrating Additional Chord Information Into HMM-Based Lyrics-to-Audio Alignment
IEEE Transactions on Audio, Speech, and Language Processing
International Journal on Digital Libraries - Focused Issue on Music Digital Libraries
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Proceedings of the 20th ACM international conference on Multimedia
MusiClef: multimodal music tagging task
CLEF'12 Proceedings of the Third international conference on Information Access Evaluation: multilinguality, multimodality, and visual analytics
A professionally annotated and enriched multimodal data set on popular music
Proceedings of the 4th ACM Multimedia Systems Conference
Hybrid retrieval approaches to geospatial music recommendation
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
Large-scale crossmedia retrieval for playlist generation and song discovery
Proceedings of the 10th Conference on Open Research Areas in Information Retrieval
The neglected user in music information retrieval research
Journal of Intelligent Information Systems
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Music is a widely enjoyed content type, existing in many multifaceted representations. With the digital information age, a lot of digitized music information has theoretically become available at the user's fingertips. However, the abundance of information is too large-scaled and too diverse to annotate, oversee and present in a consistent and human manner, motivating the development of automated Music Information Retrieval (Music-IR) techniques. In this paper, we encourage to consider music content beyond a monomodal audio signal and argue that Music-IR approaches with multimodal and user-centered strategies are necessary to serve real-life usage patterns and maintain and improve accessibility of digital music data. After discussing relevant existing work in these directions, we show that the field of Music-IR faces similar challenges as neighboring fields, and thus suggest opportunities for joint collaboration and mutual inspiration.