Fundamentals of speech recognition
Fundamentals of speech recognition
VIS '97 Proceedings of the 8th conference on Visualization '97
A comparison of features for speech, music discrimination
ICASSP '99 Proceedings of the Acoustics, Speech, and Signal Processing, 1999. on 1999 IEEE International Conference - Volume 01
A practical query-by-humming system for a large music database
MULTIMEDIA '00 Proceedings of the eighth ACM international conference on Multimedia
Multimedia edges: finding hierarchy in all dimensions
MULTIMEDIA '01 Proceedings of the ninth ACM international conference on Multimedia
Case study: a look of performance expression
Proceedings of the conference on Visualization '02
Performance visualization: a new challenge to music through visualization
Proceedings of the tenth ACM international conference on Multimedia
Popular Song Retrieval Based on Singing Matching
PCM '02 Proceedings of the Third IEEE Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Structural analysis of musical signals for indexing and thumbnailing
Proceedings of the 3rd ACM/IEEE-CS joint conference on Digital libraries
Music thumbnailing via structural analysis
MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
Automatic music classification problems
ACSC '04 Proceedings of the 27th Australasian conference on Computer science - Volume 26
SIGMOD '04 Proceedings of the 2004 ACM SIGMOD international conference on Management of data
Multimodal detection of human interaction events in a nursing home environment
Proceedings of the 6th international conference on Multimodal interfaces
An architecture for effective music information retrieval
Journal of the American Society for Information Science and Technology - Music information retrieval
Extracting information from music audio
Communications of the ACM - Music information retrieval
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
Similarity matrix processing for music structure analysis
Proceedings of the 1st ACM workshop on Audio and music computing multimedia
Using duration models to reduce fragmentation in audio segmentation
Machine Learning
Multiple scale music segmentation using rhythm, timbre, and harmony
EURASIP Journal on Applied Signal Processing
Towards structural analysis of audio recordings in the presence of musical variations
EURASIP Journal on Applied Signal Processing
Music structure analysis using a probabilistic fitness measure and a greedy search algorithm
IEEE Transactions on Audio, Speech, and Language Processing
Efficient sparse self-similarity matrix construction for repeating sequence detection
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Audio classification based on adaptive partitioning
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
A two phase method for general audio segmentation
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Modeling music as a dynamic texture
IEEE Transactions on Audio, Speech, and Language Processing
Sound indexing using morphological description
IEEE Transactions on Audio, Speech, and Language Processing
A tree-construction search approach for multivariate time series motifs discovery
Pattern Recognition Letters
Visualizing windows system traces
Proceedings of the 5th international symposium on Software visualization
Music learning through visualization
WEDELMUSIC'02 Proceedings of the Second international conference on Web delivering of music
Misual: music visualization based on acoustic data
Proceedings of the 12th International Conference on Information Integration and Web-based Applications & Services
Emotion based music visualization system
ISMIS'11 Proceedings of the 19th international conference on Foundations of intelligent systems
MUSIZ: a generic framework for music resizing with stretching and cropping
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Extraction and visualization of the repetitive structure of music in acoustic data: misual project
Proceedings of the 13th International Conference on Information Integration and Web-based Applications and Services
CMMR'04 Proceedings of the Second international conference on Computer Music Modeling and Retrieval
Music thumbnailing incorporating harmony- and rhythm structure
AMR'08 Proceedings of the 6th international conference on Adaptive Multimedia Retrieval: identifying, Summarizing, and Recommending Image and Music
Perceptual tempo estimation using GMM-regression
Proceedings of the second international ACM workshop on Music information retrieval with user-centered and multimodal strategies
Proceedings of the 14th International Conference on Information Integration and Web-based Applications & Services
Music similarity-based approach to generating dance motion sequence
Multimedia Tools and Applications
Music segmentation and summarization based on self-similarity matrix
Proceedings of the 7th International Conference on Ubiquitous Information Management and Communication
Toward segmentation of popular music
Proceedings of the 3rd ACM conference on International conference on multimedia retrieval
Experiments with malware visualization
DIMVA'12 Proceedings of the 9th international conference on Detection of Intrusions and Malware, and Vulnerability Assessment
Using quadratic programming to estimate feature relevance in structural analyses of music
Proceedings of the 21st ACM international conference on Multimedia
Segmenting music through the joint estimation of keys, chords and structural boundaries
Proceedings of the 21st ACM international conference on Multimedia
Music Homogeneity Analysis through Instantaneous Frequencies
Proceedings of International Conference on Advances in Mobile Computing & Multimedia
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This paper presents a novel approach to visualizing the time structure of music and audio. The acoustic similarity between any two instants of an audio recording is displayed in a 2D representation, allowing identification of structural and rhythmic characteristics. Examples are presented for classical and popular music. Applications include content-based analysis and segmentation, as well as tempo and structure extraction.