On the importance of time—a temporal representation of sound
Visual representations of speech signals
SpeechSkimmer: a system for interactively skimming recorded speech
ACM Transactions on Computer-Human Interaction (TOCHI) - Special issue on speech as data
Informedia: news-on-demand multimedia information acquisition and retrieval
Intelligent multimedia information retrieval
Computational auditory scene analysis
An overview of audio information retrieval
Multimedia Systems - Special issue on audio and multimedia
Information Retrieval
Content-Based Classification, Search, and Retrieval of Audio
IEEE MultiMedia
Construction and Evaluation of a Robust Multifeature Speech/Music Discriminator
ICASSP '97 Proceedings of the 1997 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP '97)-Volume 2 - Volume 2
Prediction-driven computational auditory scene analysis
Prediction-driven computational auditory scene analysis
A comparative study on content-based music genre classification
Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval
Automated Analysis of Nursing Home Observations
IEEE Pervasive Computing
Automatic multimedia cross-modal correlation discovery
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Fast Recognition of Musical Genres Using RBF Networks
IEEE Transactions on Knowledge and Data Engineering
Deconstructing Speech: new tools for speech manipulation
Organised Sound
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Content-based retrieval of music in scalable peer-to-peer networks
ICME '03 Proceedings of the 2003 International Conference on Multimedia and Expo - Volume 2
Measuring playlist diversity for recommendation systems
Proceedings of the 1st ACM workshop on Audio and music computing multimedia
Sizing sketches: a rank-based analysis for similarity search
Proceedings of the 2007 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
Integrating hyperinstruments, musical robots & machine musicianship for North Indian classical music
NIME '07 Proceedings of the 7th international conference on New interfaces for musical expression
Real-time feature-based synthesis for live musical performance
NIME '07 Proceedings of the 7th international conference on New interfaces for musical expression
A hybrid method for extended percussive gesture
NIME '07 Proceedings of the 7th international conference on New interfaces for musical expression
Asymmetric distance estimation with sketches for similarity search in high-dimensional spaces
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
User Modeling and User-Adapted Interaction
Computer Graphics Brazil: Content-based icons for music files
Computers and Graphics
Modeling LSH for performance tuning
Proceedings of the 17th ACM conference on Information and knowledge management
Combination of audio and lyrics features for genre classification in digital audio collections
MM '08 Proceedings of the 16th ACM international conference on Multimedia
MarsyasX: multimedia dataflow processing with implicit patching
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Chants and Orcas: semi-automatic tools for audio annotation and analysis in niche domains
MS '08 Proceedings of the 2nd ACM workshop on Multimedia semantics
MMM '09 Proceedings of the 15th International Multimedia Modeling Conference on Advances in Multimedia Modeling
CompositeMap: a novel framework for music similarity measure
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
MM '09 Proceedings of the 17th ACM international conference on Multimedia
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
Exploiting genre for music emotion classification
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Clustering for music search results
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Intelligent mobile content-based retrieval from digital music libraries
Intelligent Decision Technologies
Integration of text and audio features for genre classification in music information retrieval
ECIR'07 Proceedings of the 29th European conference on IR research
Audio data model for multi-criteria query formulation and retrieval
Proceedings of the 7th International Conference on Advances in Mobile Computing and Multimedia
Camel: a lightweight framework for content-based audio and music analysis
Proceedings of the 5th Audio Mostly Conference: A Conference on Interaction with Sound
Determination of nonprototypical valence and arousal in popular music: features and performances
EURASIP Journal on Audio, Speech, and Music Processing - Special issue on scalable audio-content analysis
Large-scale music tag recommendation with explicit multiple attributes
Proceedings of the international conference on Multimedia
Generic architecture for event detection in broadcast sports video
Proceedings of the 3rd international workshop on Automated information extraction in media production
Recognition of instrument timbres in real polytimbral audio recordings
ECML PKDD'10 Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part II
Music genre classification based on ensemble of signals produced by source separation methods
Intelligent Decision Technologies
Large Scale Semantic Access to Content (Text, Image, Video, and Sound)
Exploiting online music tags for music emotion classification
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP) - Special section on ACM multimedia 2010 best paper candidates, and issue on social media
A musical mood trajectory estimation method using lyrics and acoustic features
MIRUM '11 Proceedings of the 1st international ACM workshop on Music information retrieval with user-centered and multimodal strategies
Time-Space ensemble strategies for automatic music genre classification
IBERAMIA-SBIA'06 Proceedings of the 2nd international joint conference, and Proceedings of the 10th Ibero-American Conference on AI 18th Brazilian conference on Advances in Artificial Intelligence
Some issues on detecting emotions in music
RSFDGrC'05 Proceedings of the 10th international conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing - Volume Part II
Extracting emotions from music data
ISMIS'05 Proceedings of the 15th international conference on Foundations of Intelligent Systems
Towards extracting emotions from music
IMTCI'04 Proceedings of the Second international conference on Intelligent Media Technology for Communicative Intelligence
Multimedia Tools and Applications
The CoMIRVA toolkit for visualizing music-related data
EUROVIS'07 Proceedings of the 9th Joint Eurographics / IEEE VGTC conference on Visualization
Personalized music emotion classification via active learning
Proceedings of the second international ACM workshop on Music information retrieval with user-centered and multimodal strategies
Machine learning as an objective approach to understanding music
NFMCP'12 Proceedings of the First international conference on New Frontiers in Mining Complex Patterns
Leveraging viewer comments for mood classification of music video clips
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
Proceedings of the 9th International Symposium on Open Collaboration
The Journal of Supercomputing
Capturing the workflows of music information retrieval for repeatability and reuse
Journal of Intelligent Information Systems
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Existing audio tools handle the increasing amount of computer audio data inadequately. The typical tape-recorder paradigm for audio interfaces is inflexible and time consuming, especially for large data sets. On the other hand, completely automatic audio analysis and annotation is impossible using current techniques. Alternative solutions are semi-automatic user interfaces that let users interact with sound in flexible ways based on content. This approach offers significant advantages over manual browsing, annotation and retrieval. Furthermore, it can be implemented using existing techniques for audio content analysis in restricted domains. This paper describes MARSYAS, a framework for experimenting, evaluating and integrating such techniques. As a test for the architecture, some recently proposed techniques have been implemented and tested. In addition, a new method for temporal segmentation based on audio texture is described. This method is combined with audio analysis techniques and used for hierarchical browsing, classification and annotation of audio files.