Query by humming: musical information retrieval in an audio database
Proceedings of the third ACM international conference on Multimedia
A guided tour to approximate string matching
ACM Computing Surveys (CSUR)
Discrete Time Processing of Speech Signals
Discrete Time Processing of Speech Signals
Creating music videos using automatic media analysis
Proceedings of the tenth ACM international conference on Multimedia
SVMTorch: support vector machines for large-scale regression problems
The Journal of Machine Learning Research
Automated extraction of music snippets
MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
Music thumbnailing via structural analysis
MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
Content-based UEP: a new scheme for packet loss recovery in music streaming
MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
Music summarization using key phrases
ICASSP '00 Proceedings of the Acoustics, Speech, and Signal Processing, 2000. on IEEE International Conference - Volume 02
Automatic music video summarization based on audio-visual-text analysis and alignment
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
Multimodal content-based structure analysis of karaoke music
Proceedings of the 13th annual ACM international conference on Multimedia
Automatic generation of personalized music sports video
Proceedings of the 13th annual ACM international conference on Multimedia
Automatic Structure Detection for Popular Music
IEEE MultiMedia
Key, Chord, and Rhythm Tracking of Popular Music Recordings
Computer Music Journal
Music structure based vector space retrieval
SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
Music structure analysis by finding repeated parts
Proceedings of the 1st ACM workshop on Audio and music computing multimedia
Using duration models to reduce fragmentation in audio segmentation
Machine Learning
Content-adaptive digital music watermarking based on music structure analysis
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Manifold Learning Based Cross-media Retrieval: A Solution to Media Object Complementary Nature
Journal of VLSI Signal Processing Systems
Towards structural analysis of audio recordings in the presence of musical variations
EURASIP Journal on Applied Signal Processing
Ranking with local regression and global alignment for cross media retrieval
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Automatic and instant ring tone generation based on music structure analysis
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Music information retrieval using social tags and audio
IEEE Transactions on Multimedia - Special section on communities and media computing
Towards timbre-invariant audio features for harmony-based music
IEEE Transactions on Audio, Speech, and Language Processing
Effectiveness of signal segmentation for music content representation
MMM'08 Proceedings of the 14th international conference on Advances in multimedia modeling
Music composition based on linguistic approach
MICAI'10 Proceedings of the 9th Mexican international conference on Advances in artificial intelligence: Part I
Beat space segmentation and octave scale cepstral feature for sung language recognition in pop music
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Boosting cross-media retrieval by learning with positive and negative examples
MMM'07 Proceedings of the 13th International conference on Multimedia Modeling - Volume Part II
Understanding multimedia document semantics for cross-media retrieval
PCM'05 Proceedings of the 6th Pacific-Rim conference on Advances in Multimedia Information Processing - Volume Part I
Machine Recognition of Music Emotion: A Review
ACM Transactions on Intelligent Systems and Technology (TIST)
UnderScore: musical underlays for audio stories
Proceedings of the 25th annual ACM symposium on User interface software and technology
Music segmentation and summarization based on self-similarity matrix
Proceedings of the 7th International Conference on Ubiquitous Information Management and Communication
Adaptive music retrieval---a state of the art
Multimedia Tools and Applications
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In this paper, we present a novel approach for music structure analysis. A new segmentation method, beat space segmentation, is proposed and used for music chord detection and vocal/instrumental boundary detection. The wrongly detected chords in the chord pattern sequence and the misclassified vocal/instrumental frames are corrected using heuristics derived from the domain knowledge of music composition. Melody-based similarity regions are detected by matching sub-chord patterns using dynamic programming. The vocal content of the melody-based similarity regions is further analyzed to detect the content-based similarity regions. Based on melody-based and content-based similarity regions, the music structure is identified. Experimental results are encouraging and indicate that the performance of the proposed approach is superior to that of the existing methods. We believe that music structure analysis can greatly help music semantics understanding which can aid music transcription, summarization, retrieval and streaming.