An overview of audio information retrieval
Multimedia Systems - Special issue on audio and multimedia
Audio Feature Extraction and Analysis for Scene Segmentation and Classification
Journal of VLSI Signal Processing Systems - special issue on multimedia signal processing
Heuristic approach for generic audio data segmentation and annotation
MULTIMEDIA '99 Proceedings of the seventh ACM international conference on Multimedia (Part 1)
Towards robust features for classifying audio in the CueVideo system
MULTIMEDIA '99 Proceedings of the seventh ACM international conference on Multimedia (Part 1)
A robust audio classification and segmentation method
MULTIMEDIA '01 Proceedings of the ninth ACM international conference on Multimedia
A singer identification technique for content-based classification of MP3 music objects
Proceedings of the eleventh international conference on Information and knowledge management
The ToCAI Description Scheme for Indexing and Retrieval of Multimedia Documents
Multimedia Tools and Applications
Indexing and Retrieval of Audio: A Survey
Multimedia Tools and Applications
Event-Driven Video Abstraction and Visualization
Multimedia Tools and Applications
Audio classification in speech and music: a comparison between a statistical and a neural approach
EURASIP Journal on Applied Signal Processing - Image analysis for multimedia interactive services - part I
A Neural Multi-expert Classification System for MPEG Audio Segmentation
ICAPR '01 Proceedings of the Second International Conference on Advances in Pattern Recognition
Time-Domain Segmentation and Labelling of Speech with Fuzzy-Logic Post-Correction Rules
MICAI '02 Proceedings of the Second Mexican International Conference on Artificial Intelligence: Advances in Artificial Intelligence
Support Vector Machine Learning for Music Discrimination
PCM '02 Proceedings of the Third IEEE Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
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
Bayesian approach to sensor-based context awareness
Personal and Ubiquitous Computing
An audio stream classification and optimal segmentation for multimedia applications
MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
Video Scene Determination Using Audiovisual Data Analysis
ICDCSW '04 Proceedings of the 24th International Conference on Distributed Computing Systems Workshops - W7: EC (ICDCSW'04) - Volume 7
Automatic classification of speech and music using neural networks
Proceedings of the 2nd ACM international workshop on Multimedia databases
Audio classification based on maximum entropy model
ICME '03 Proceedings of the 2003 International Conference on Multimedia and Expo - Volume 2
A fusion study in speech / music classification
ICME '03 Proceedings of the 2003 International Conference on Multimedia and Expo - Volume 2
Engineering Applications of Artificial Intelligence
Audio classification in speech and music: a comparison between a statistical and a neural approach
EURASIP Journal on Applied Signal Processing
Speech/non-speech segmentation based on phoneme recognition features
EURASIP Journal on Applied Signal Processing
A concurrency and an access control system for a web based multimedia distance education environment
MMACTE'05 Proceedings of the 7th WSEAS International Conference on Mathematical Methods and Computational Techniques In Electrical Engineering
Two-layer automatic sound classification system for conversation enhancement in hearing aids
Integrated Computer-Aided Engineering
Detection of speech and music based on spectral tracking
Speech Communication
IbPRIA '07 Proceedings of the 3rd Iberian conference on Pattern Recognition and Image Analysis, Part II
Automatic music boundary detection using short segmental acoustic similarity in a music piece
EURASIP Journal on Audio, Speech, and Music Processing - Intelligent Audio, Speech, and Music Processing Applications
New speech/music discrimination approach based on fundamental frequency estimation
Multimedia Tools and Applications
Applied Artificial Intelligence
Classification of audio signals using Fuzzy c-Means with divergence-based Kernel
Pattern Recognition Letters
SoundSense: scalable sound sensing for people-centric applications on mobile phones
Proceedings of the 7th international conference on Mobile systems, applications, and services
A decision-tree-based algorithm for speech/music classification and segmentation
EURASIP Journal on Audio, Speech, and Music Processing
A combination of data mining method with decision trees building for Speech/Music discrimination
Computer Speech and Language
A wavelet-based parameterization for speech/music discrimination
Computer Speech and Language
Content-based scene segmentation scheme for efficient multimedia information retrieval
International Journal of Wireless and Mobile Computing
Engineering Applications of Artificial Intelligence
Detecting semantic concepts from video using temporal gradients and audio classification
CIVR'03 Proceedings of the 2nd international conference on Image and video retrieval
Speech/music discrimination using Mel-cepstrum modulation energy
TSD'07 Proceedings of the 10th international conference on Text, speech and dialogue
SVM-based audio classification for content-based multimedia retrieval
MCAM'07 Proceedings of the 2007 international conference on Multimedia content analysis and mining
Speech/music classification using occurrence pattern of ZCR and STE
IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
Online speech/music segmentation based on the variance mean of filter bank energy
EURASIP Journal on Advances in Signal Processing
Improvement to speech-music discrimination using sinusoidal model based features
Multimedia Tools and Applications
A hooking method running on MHAP environment
ACE'10 Proceedings of the 9th WSEAS international conference on Applications of computer engineering
Audio-based semantic concept classification for consumer video
IEEE Transactions on Audio, Speech, and Language Processing
How sparsely can a signal be approximated while keeping its class identity?
Proceedings of 3rd international workshop on Machine learning and music
Multimedia data mining: state of the art and challenges
Multimedia Tools and Applications
Neural network classification of gunshots using spectral characteristics
ACMOS'11 Proceedings of the 13th WSEAS international conference on Automatic control, modelling & simulation
Hierarchical audio content classification system using an optimal feature selection algorithm
Multimedia Tools and Applications
SpeakerSense: energy efficient unobtrusive speaker identification on mobile phones
Pervasive'11 Proceedings of the 9th international conference on Pervasive computing
Speech/music discrimination in audio podcast using structural segmentation and timbre recognition
CMMR'10 Proceedings of the 7th international conference on Exploring music contents
Effective TV advertising block division into single commercials method
KES'11 Proceedings of the 15th international conference on Knowledge-based and intelligent information and engineering systems - Volume Part I
Audio visual cues for video indexing and retrieval
PCM'04 Proceedings of the 5th Pacific Rim conference on Advances in Multimedia Information Processing - Volume Part I
Toward a sound analysis system for telemedicine
FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part II
Classification of audio signals using gradient-based fuzzy c-means algorithm with divergence measure
PCM'05 Proceedings of the 6th Pacific-Rim conference on Advances in Multimedia Information Processing - Volume Part I
IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning
Mining movies to extract song sequences
Proceedings of the Eleventh International Workshop on Multimedia Data Mining
StressSense: detecting stress in unconstrained acoustic environments using smartphones
Proceedings of the 2012 ACM Conference on Ubiquitous Computing
Song/instrumental classification using spectrogram based contextual features
Proceedings of the CUBE International Information Technology Conference
Mining movies for song sequences with video based music genre identification system
Information Processing and Management: an International Journal
Dictionary learning based sparse coefficients for audio classification with max and average pooling
Digital Signal Processing
Multimodal genre classification of TV programs and YouTube videos
Multimedia Tools and Applications
An analysis of content-based classification of audio signals using a fuzzy c-means algorithm
Multimedia Tools and Applications
A survey on smartphone-based systems for opportunistic user context recognition
ACM Computing Surveys (CSUR)
Speech/music discrimination via energy density analysis
SLSP'13 Proceedings of the First international conference on Statistical Language and Speech Processing
Introducing the use of depth data for fall detection
Personal and Ubiquitous Computing
Music Genre Classification Using Spectral Analysis and Sparse Representation of the Signals
Journal of Signal Processing Systems
Mining movie archives for song sequences
Multimedia Tools and Applications
| Hi-index | 0.00 |
We describe a technique which is successful at discriminating speech from music on broadcast FM radio. The computational simplicity of the approach could lend itself to wide application including the ability to automatically change channels when commercials appear. The algorithm provides the capability to robustly distinguish the two classes and runs easily in real time. Experimental results to date show performance approaching 98% correct classification.