Detection of abrupt spectral changes using support vector machines an application to audio signal segmentation

No abstract is available for this paper.

• Publication year

  2002

• Venue

  IEEE International Conference on Acoustics, Speech, and Signal Processing

• Publication date

  2002-05-13

• Fields of study

  Computer Science, Engineering

• Identifiers
  DOI 10.1109/ICASSP.2002.5744044
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Improved optimization of time-frequency-based signal classifiers

  2001cited by this paper
• Nonstationary signal classification using support vector machines

  2001cited by this paper
• Support Vector Novelty Detection Applied to Jet Engine Vibration Spectra

  2000influential reference
• LOQO:an interior point code for quadratic programming

  1999cited by this paper
• Time-Frequency/Time-Scale Analysis

  1998cited by this paper
• Stationarity index for abrupt changes detection in the time-frequency plane

  1996influential reference
• Detection of abrupt changes: theory and application

  1993cited by this paper

• A review of deep learning based anomaly detection

  2025cites this paper
• Data Analytics for Automated Feature Extraction and Anomaly Detection in a Class of Industrial Manufacturing Processes

  2025cites this paper
• Quantum machine learning algorithms for anomaly detection: A review

  2024cites this paper
• A workflow for the automated detection and classification of female gibbon calls from long-term acoustic recordings

  2023cites this paper
• Outlier Detection for Multivariate Time Series Using Dynamic Bayesian Networks

  2021cites this paper
• Overview of Anomaly Detection techniques in Machine Learning

  2020cites this paper
• A Kullback-Leiber Divergence Filter for Anomaly Detection in Non-Destructive Pipeline Inspection

  2020cites this paper
• A simple methodology to detect and quantify wind power ramps

  2020cites this paper
• GIBBONFINDR: An R package for the detection and classification of acoustic signals

  2019cites this paper
• Dual-Domain Audio Watermarking Algorithm Based on Flexible Segmentation and Adaptive Embedding

  2019cites this paper
• Unsupervised Automated Event Detection using an Iterative Clustering based Segmentation Approach

  2019cites this paper
• GIBBONR: An R package for the detection and classification of acoustic signals using machine learning

  2019cites this paper
• A Bat-Optimized One-Class Support Vector Machine for Mineral Prospectivity Mapping

  2019cites this paper
• A Review of Outliers: Towards a Novel Fuzzy Method for Outlier Detection

  2019cites this paper
• Analysing Multi-person Timing in Music and Movement: Event Based Methods

  2018cites this paper
• Anomaly detection in smart card logs and distant evaluation with Twitter: a robust framework

  2018cites this paper
• Unsupervised Anomaly Detection on Multi-Process Event Time Series

  2018cites this paper
• Learning-Based Reference-Free Speech Quality Assessment for Normal Hearing and Hearing Impaired Applications

  2018cites this paper
• Temporal Pattern Localization using Mixed Integer Linear Programming

  2018cites this paper
• Anomaly detection using hierarchical temporal memory in smart homes

  2018cites this paper
• Bayesian statistical methods for audio and music processing

  2018cites this paper
• Machine learning methods for behaviour analysis and anomaly detection in video

  2018cites this paper
• Mining Cuboid Outliers in Information Networks

  2017cites this paper
• Bayesian localization of anomaly in distributed networks with quadratic criterion

  2017cites this paper
• Application of one-class support vector machine to quickly identify multivariate anomalies from geochemical exploration data

  2017cites this paper
• Mapping mineral prospectivity by using one-class support vector machine to identify multivariate geological anomalies from digital geological survey data

  2017cites this paper
• An innovative parameter estimation for fractional-order systems in the presence of outliers

  2017cites this paper
• SV-Means: A Fast One-Class Support Vector Machine-Based Level Set Estimator

  2017cites this paper
• Unsupervised Segmentation of Speech Signals Using Kernel-Gram Matrices

  2017cites this paper
• Note onset detection in musical signals via neural–network–based multi–ODF fusion

  2016cites this paper
• Vers un système interactif de réalité augmentée mobile pour la supervision de scénarios de maintenance industrielle

  2016cites this paper
• Change-point detection in a sequence of bags-of-data

  2016cites this paper
• Vers un système interactif de réalité augmentée mobile pour la supervision de scénarios de maintenance industrielle. (Towards an interactive mobile augmented reality system for industrial maintenance scenario supervision)

  2016cites this paper
• System Identification in Presence of Outliers

  2016cites this paper
• Outlier Detection In Big Data

  2016cites this paper
• Traffic outlier detection by density-based bounded local outlier factors

  2016cites this paper
• Note onset detection based on sparse decomposition

  2016cites this paper
• Analysis of time-frequency representations for musical onset detection with convolutional neural network

  2016cites this paper
• AUTOMATIC USER MISBEHAVIOR DETECTION IN CREDIT CARD TRANSACTION

  2016cites this paper
• Change-Point Detection in a Sequence of Bags-of-Data

  2015cites this paper
• Fault Diagnosis and Failure Prognostics of Lithium-ion Battery based on Least Squares Support Vector Machine and Memory Particle Filter Framework

  2015cites this paper
• GA-Based Adaptive Window Length Estimation for Highly Accurate Audio Segmentation

  2015cites this paper
• Dynamic Feature Subspaces Selection for Decision in a Nonstationary Environment

  2015cites this paper
• BERKAY KICANAOGLU UNSUPERVISED ANOMALY DETECTION IN UNSTRUCTURED LOG-DATA FOR ROOT-CAUSE-ANALYSIS

  2015influential citation
• Segmenting a signal based on a local property using multicore processors

  2014cites this paper
• Détection et classification de cibles multispectrales dans l'infrarouge

  2014cites this paper
• A K-Farthest-Neighbor-based approach for support vector data description

  2014cites this paper
• Exploring void search for fault detection on extreme scale systems

  2014cites this paper
• An Efficient Approach to Boost Support Vector Data Description

  2014cites this paper
• Semi-supervised and unsupervised kernel-based novelty detection with application to remote sensing images

  2014cites this paper
• Bayesian Multiple Hypotheses Testing with Quadratic Criterion

  2014cites this paper
• Unsupervised Segmentation of Anomalies in Sequential Data, Images and Volumetric Data Using Multiscale Fourier Phase-Only Analysis

  2013cites this paper
• Possibilistic Exponential Fuzzy Clustering

  2013cites this paper
• Contributions en traitement du signal par méthodes d'apprentissage à noyaux. (Contributions to signal processing with kernel-based machine learning)

  2013cites this paper
• Robust Unsupervised Speaker Segmentation for Audio Diarization 307 Robust Unsupervised Speaker Segmentation for Audio Diarization

  2012cites this paper
• Online one-class machines based on the coherence criterion

  2012cites this paper
• Classification Based Outlier Detection Techniques

  2012cites this paper
• Nonintrusive Quality Assessment of Noise Suppressed Speech With Mel-Filtered Energies and Support Vector Regression

  2012cites this paper
• A Two Phase Method to Detect Abnormalities in Aircraft Flight Data and to Rank Their Impact on Individual Flights

  2012cites this paper
• Outlier Detection: Applications And Techniques

  2012cites this paper
• A Two-Phase Method of Detecting Abnormalities in Aircraft Flight Data and Ranking Their Impact on Individual Flights

  2012cites this paper
• Computational Methods of Information Geometry with Real-Time Applications in Audio Signal Processing. (Méthodes Computationnelles en Géométrie de l'Information et Applications Temps Réel au Traitement du Signal Audio)

  2012cites this paper
• Outlier detection with Possibilistic Exponential Fuzzy Clustering

  2011cites this paper
• Integrating outlier filtering in large margin training

  2011cites this paper
• Video Summarization Using Importance-based Fuzzy One-Class Support Vector Machine

  2011cites this paper
• Entropy filter for anomaly detection with eddy current remote field sensors

  2011cites this paper
• Music Onset Detection

  2011cites this paper
• Adaptive One-Class Support Vector Machine

  2011cites this paper
• Identification of abnormal audio events based on probabilistic novelty detection

  2010cites this paper
• Time-Scale Atoms Chains for Transients Detection in Audio Signals

  2010cites this paper
• Computationally efficient methods for polyphonic music transcription

  2010cites this paper
• Testing Stationarity With Surrogates: A Time-Frequency Approach

  2010cites this paper
• Shape classification of altimetric signals using anomaly detection and bayes decision rule

  2010cites this paper
• Detection of acoustic patterns by stochastic Matched Filtering

  2010cites this paper
• Low-Default Portfolio/One-Class Classification: A Literature Review

  2009cites this paper
• Multi-sphere Support Vector Data Description for Outliers Detection on Multi-distribution Data

  2009cites this paper
• Identification of the Dynamic Relationship Between Intrapartum Uterine Pressure and Fetal Heart Rate for Normal and Hypoxic Fetuses

  2009cites this paper
• Estimating Perceived Tempo of Music Audio Files

  2009cites this paper
• Anomaly detection: A survey

  2009influential citation
• Support vector novelty detection with dot product kernels for non-spherical data

  2008cites this paper
• Méthodes spectrales pour le traitement automatique de documents audio

  2008cites this paper
• Robust audio speaker segmentation using one class SVMS

  2008cites this paper
• Detecção de novidade com aplicação a fluxos contínuos de dados

  2008cites this paper
• Localization of packet based radio transmitters in space, time, and frequency

  2008cites this paper
• Using One-Class SVMs and Wavelets for Audio Surveillance

  2008cites this paper
• Towards an interactive framework for robot dancing applications

  2008cites this paper
• One-Class SVMs Challenges in Audio Detection and Classification Applications

  2008influential citation
• New approaches based on One-Class SVMS for impulsive sounds recognition tasks

  2008cites this paper
• Testing stationarity with time-frequency surrogates

  2007cites this paper
• Outlier Detection : A Survey

  2007cites this paper
• Testing Stationarity with Surrogates - A One-Class SVM Approach

  2007cites this paper
• Improved one-class SVM classifier for sounds classification

  2007cites this paper
• A Supervised Classification Algorithm for Note Onset Detection

  2006cites this paper
• Analysis of the meter of acoustic musical signals

  2006cites this paper
• Extraction d'information rythmique à partir d'enregistrements musicaux

  2006cites this paper
• Perception d'états affectifs et apprentissage

  2006cites this paper
• An online support vector machine for abnormal events detection

  2006cites this paper
• Bayesian analysis of polyphonic western tonal music.

  2006cites this paper
• A tutorial on onset detection in music signals

  2005cites this paper
• Détection de contexte par l'apprentissage

  2005cites this paper