An Adaptive Method for Subband Decomposition ICA
Neural Computation
Neural Computation
Audio source separation with a signal-adaptive local cosine transform
Signal Processing
Oracle estimators for the benchmarking of source separation algorithms
Signal Processing
Underdetermined blind audio source separation using modal decomposition
EURASIP Journal on Audio, Speech, and Music Processing
Speaker separation and tracking system
EURASIP Journal on Applied Signal Processing
Speech source separation in convolutive environments using space-time-frequency analysis
EURASIP Journal on Applied Signal Processing
Blind separation of nonstationary sources based on spatial time-frequency distributions
EURASIP Journal on Applied Signal Processing
EURASIP Journal on Applied Signal Processing
Underdetermined blind source separation in echoic environments using DESPRIT
EURASIP Journal on Applied Signal Processing
EURASIP Journal on Applied Signal Processing
3D-audio matting, postediting, and rerendering from field recordings
EURASIP Journal on Applied Signal Processing
Blind sparse source separation using cluster particle swarm optimization technique
AIAP'07 Proceedings of the 25th conference on Proceedings of the 25th IASTED International Multi-Conference: artificial intelligence and applications
A robust blind sparse source separation algorithm using genetic algorithm to identify mixing matrix
SPPR'07 Proceedings of the Fourth conference on IASTED International Conference: Signal Processing, Pattern Recognition, and Applications
Comparison of the wavelet and short time Fourier transforms for spectral analysis of speech signals
WAMUS'05 Proceedings of the 5th WSEAS International Conference on Wavelet Analysis and Multirate Systems
Stereo audio source separation based on time--frequency masking and multilevel thresholding
Digital Signal Processing
Performance evaluation of blind source separation schemes in anechoic and echoic environments
ISPRA'08 Proceedings of the 7th WSEAS International Conference on Signal Processing, Robotics and Automation
A Speech Enhancement Method in Subband
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III
Blind source separation with dynamic source number using adaptive neural algorithm
Expert Systems with Applications: An International Journal
K-hyperline clustering learning for sparse component analysis
Signal Processing
Underdetermined Blind Source Separation Using Linear Separation System
Multimodal Signals: Cognitive and Algorithmic Issues
ICA '09 Proceedings of the 8th International Conference on Independent Component Analysis and Signal Separation
Iterative-Shift Cluster-Based Time-Frequency BSS for Fractional-Time-Delay Mixtures
ICA '09 Proceedings of the 8th International Conference on Independent Component Analysis and Signal Separation
Blind Non-stationnary Sources Separation by Sparsity in a Linear Instantaneous Mixture
ICA '09 Proceedings of the 8th International Conference on Independent Component Analysis and Signal Separation
ICA '09 Proceedings of the 8th International Conference on Independent Component Analysis and Signal Separation
ICA '09 Proceedings of the 8th International Conference on Independent Component Analysis and Signal Separation
An ICA-Based Method for Blind Source Separation in Sparse Domains
ICA '09 Proceedings of the 8th International Conference on Independent Component Analysis and Signal Separation
Limitations of the Spectrum Masking Technique for Blind Source Separation
ICA '09 Proceedings of the 8th International Conference on Independent Component Analysis and Signal Separation
ICA '09 Proceedings of the 8th International Conference on Independent Component Analysis and Signal Separation
Blind Spectral-GMM Estimation for Underdetermined Instantaneous Audio Source Separation
ICA '09 Proceedings of the 8th International Conference on Independent Component Analysis and Signal Separation
Underdetermined Instantaneous Audio Source Separation via Local Gaussian Modeling
ICA '09 Proceedings of the 8th International Conference on Independent Component Analysis and Signal Separation
Advanced narrow speech channeling algorithm for robot speech recognition
Proceedings of the 2009 International Conference on Hybrid Information Technology
A speaker diarization method based on the probabilistic fusion of audio-visual location information
Proceedings of the 2009 international conference on Multimodal interfaces
Indeterminacy free frequency-domain blind separation of reverberant audio sources
IEEE Transactions on Audio, Speech, and Language Processing
Determining mixing parameters from multispeaker data using speech-specific information
IEEE Transactions on Audio, Speech, and Language Processing
Underdetermined blind source separation based on subspace representation
IEEE Transactions on Signal Processing
Underdetermined blind source separation based on relaxed sparsity condition of sources
IEEE Transactions on Signal Processing
Comparing measures of sparsity
IEEE Transactions on Information Theory
ICACT'09 Proceedings of the 11th international conference on Advanced Communication Technology - Volume 2
A robust blind sparse source separation algorithm using genetic algorithm to identify mixing matrix
SPPRA '07 Proceedings of the Fourth IASTED International Conference on Signal Processing, Pattern Recognition, and Applications
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Robot auditory system using head-mounted square microphone array
IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
Model-based expectation-maximization source separation and localization
IEEE Transactions on Audio, Speech, and Language Processing
A separating method using orthogonal properties between audio sources in frequency domain
ASMCSS'09 Proceedings of the 3rd International Conference on Applied Mathematics, Simulation, Modelling, Circuits, Systems and Signals
Underdetermined blind separation of non-sparse sources using spatial time-frequency distributions
Digital Signal Processing
A new approach to underdetermined blind source separation using sparse representation
RSKT'07 Proceedings of the 2nd international conference on Rough sets and knowledge technology
Blind audio source separation using sparsity based criterion for convolutive mixture case
ICA'07 Proceedings of the 7th international conference on Independent component analysis and signal separation
ICA'07 Proceedings of the 7th international conference on Independent component analysis and signal separation
Complex nonconvex lp norm minimization for underdetermined source separation
ICA'07 Proceedings of the 7th international conference on Independent component analysis and signal separation
Modeling perceptual similarity of audio signals for blind source separation evaluation
ICA'07 Proceedings of the 7th international conference on Independent component analysis and signal separation
ICA'07 Proceedings of the 7th international conference on Independent component analysis and signal separation
First stereo audio source separation evaluation campaign: data, algorithms and results
ICA'07 Proceedings of the 7th international conference on Independent component analysis and signal separation
Learning of translation-invariant independent components: multivariate anechoic mixtures
ICA'07 Proceedings of the 7th international conference on Independent component analysis and signal separation
GLOBECOM'09 Proceedings of the 28th IEEE conference on Global telecommunications
Underdetermined convolutive blind source separation via time-frequency masking
IEEE Transactions on Audio, Speech, and Language Processing
A robust method to count and locate audio sources in a multichannel underdetermined mixture
IEEE Transactions on Signal Processing
Learning sparse representation using iterative subspace identification
IEEE Transactions on Signal Processing
A new blind method for separating M+1 sources from M mixtures
Computers & Mathematics with Applications
IEEE Transactions on Audio, Speech, and Language Processing
A watermarking-based method for informed source separation of audio signals with a single sensor
IEEE Transactions on Audio, Speech, and Language Processing
IEEE Transactions on Audio, Speech, and Language Processing - Special issue on processing reverberant speech: methodologies and applications
Under-determined reverberant audio source separation using a full-rank spatial covariance model
IEEE Transactions on Audio, Speech, and Language Processing - Special issue on processing reverberant speech: methodologies and applications
Glimpsing IVA: a framework for overcomplete/complete/undercomplete convolutive source separation
IEEE Transactions on Audio, Speech, and Language Processing - Special issue on processing reverberant speech: methodologies and applications
Evaluating source separation algorithms with reverberant speech
IEEE Transactions on Audio, Speech, and Language Processing - Special issue on processing reverberant speech: methodologies and applications
Two-microphone multi-speaker localization based on a Laplacian Mixture Model
Digital Signal Processing
A two microphone-based approach for source localization of multiple speech sources
IEEE Transactions on Audio, Speech, and Language Processing
Multiple fundamental frequency estimation by modeling spectral peaks and non-peak regions
IEEE Transactions on Audio, Speech, and Language Processing
A deflation procedure for subspace decomposition
IEEE Transactions on Signal Processing
Optimal filter designs for separating and enhancing periodic signals
IEEE Transactions on Signal Processing
A sparsity-based approach to 3D binaural sound synthesis using time-frequency array processing
EURASIP Journal on Advances in Signal Processing - Special issue on digital audio effects
LVA/ICA'10 Proceedings of the 9th international conference on Latent variable analysis and signal separation
EURASIP Journal on Audio, Speech, and Music Processing
Correlation-based amplitude estimation of coincident partials in monaural musical signals
EURASIP Journal on Audio, Speech, and Music Processing
Underdetermined DOA estimation via independent component analysis and time-frequency masking
Journal of Electrical and Computer Engineering
DOA Estimation for Multiple Sparse Sources with Arbitrarily Arranged Multiple Sensors
Journal of Signal Processing Systems
Journal of Signal Processing Systems
Anechoic Blind Source Separation Using Wigner Marginals
The Journal of Machine Learning Research
IEA/AIE'11 Proceedings of the 24th international conference on Industrial engineering and other applications of applied intelligent systems conference on Modern approaches in applied intelligence - Volume Part I
Interactive music with active audio CDs
CMMR'10 Proceedings of the 7th international conference on Exploring music contents
Pattern induction and matching in music signals
CMMR'10 Proceedings of the 7th international conference on Exploring music contents
Neural networks for speech separation for binaural hearing aids
GAVTASC'11 Proceedings of the 11th WSEAS international conference on Signal processing, computational geometry and artificial vision, and Proceedings of the 11th WSEAS international conference on Systems theory and scientific computation
Underdetermined Sparse Blind Source Separation of Nonnegative and Partially Overlapped Data
SIAM Journal on Scientific Computing
K-EVD clustering and its applications to sparse component analysis
ICA'06 Proceedings of the 6th international conference on Independent Component Analysis and Blind Signal Separation
BLUES from music: BLind underdetermined extraction of sources from music
ICA'06 Proceedings of the 6th international conference on Independent Component Analysis and Blind Signal Separation
A robust method to count and locate audio sources in a stereophonic linear instantaneous mixture
ICA'06 Proceedings of the 6th international conference on Independent Component Analysis and Blind Signal Separation
Under-Determined source separation: comparison of two approaches based on sparse decompositions
ICA'06 Proceedings of the 6th international conference on Independent Component Analysis and Blind Signal Separation
Separation of mixed audio signals by source localization and binary masking with hilbert spectrum
ICA'06 Proceedings of the 6th international conference on Independent Component Analysis and Blind Signal Separation
Separating underdetermined convolutive speech mixtures
ICA'06 Proceedings of the 6th international conference on Independent Component Analysis and Blind Signal Separation
On calculating the inverse of separation matrix in frequency-domain blind source separation
ICA'06 Proceedings of the 6th international conference on Independent Component Analysis and Blind Signal Separation
The cocktail party robot: sound source separation and localisation with an active binaural head
HRI '12 Proceedings of the seventh annual ACM/IEEE international conference on Human-Robot Interaction
Informed source separation through spectrogram coding and data embedding
Signal Processing
K-hyperplanes clustering and its application to sparse component analysis
ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I
Underdetermined blind separation of speech signals with delays in different time-frequency domains
Nonlinear Speech Modeling and Applications
Nonlinear Speech Modeling and Applications
Speech source separation using a generalized mean shift algorithm
Signal Processing
Low-Latency instrument separation in polyphonic audio using timbre models
LVA/ICA'12 Proceedings of the 10th international conference on Latent Variable Analysis and Signal Separation
A latently constrained mixture model for audio source separation and localization
LVA/ICA'12 Proceedings of the 10th international conference on Latent Variable Analysis and Signal Separation
Acoustic Rendering and Auditory–Visual Cross-Modal Perception and Interaction
Computer Graphics Forum
Time-frequency analysis of signals using support adaptive Hermite-Gaussian expansions
Digital Signal Processing
Computer Speech and Language
Mixing matrix estimation using discriminative clustering for blind source separation
Digital Signal Processing
Online blind speech separation using multiple acoustic speaker tracking and time-frequency masking
Computer Speech and Language
Real and imaginary modulation spectral subtraction for speech enhancement
Speech Communication
Modulation domain blind speech separation in noisy environments
Speech Communication
Noise variance estimation based on dual-channel phase difference for speech enhancement
Digital Signal Processing
Location Feature Integration for Clustering-Based Speech Separation in Distributed Microphone Arrays
IEEE/ACM Transactions on Audio, Speech and Language Processing (TASLP)
Bayesian Nonparametrics for Microphone Array Processing
IEEE/ACM Transactions on Audio, Speech and Language Processing (TASLP)
Hi-index | 35.77 |
Binary time-frequency masks are powerful tools for the separation of sources from a single mixture. Perfect demixing via binary time-frequency masks is possible provided the time-frequency representations of the sources do not overlap: a condition we call W-disjoint orthogonality. We introduce here the concept of approximate W-disjoint orthogonality and present experimental results demonstrating the level of approximate W-disjoint orthogonality of speech in mixtures of various orders. The results demonstrate that there exist ideal binary time-frequency masks that can separate several speech signals from one mixture. While determining these masks blindly from just one mixture is an open problem, we show that we can approximate the ideal masks in the case where two anechoic mixtures are provided. Motivated by the maximum likelihood mixing parameter estimators, we define a power weighted two-dimensional (2-D) histogram constructed from the ratio of the time-frequency representations of the mixtures that is shown to have one peak for each source with peak location corresponding to the relative attenuation and delay mixing parameters. The histogram is used to create time-frequency masks that partition one of the mixtures into the original sources. Experimental results on speech mixtures verify the technique. Example demixing results can be found online at http://alum.mit.edu/www/rickard/bss.html.