NDLI: A weighted logarithmic merit function for canonical correlation analysis

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2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

2013 IEEE International Conference on Acoustics, Speech and Signal Processing

2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

2010 IEEE International Conference on Acoustics, Speech and Signal Processing

2009 IEEE International Conference on Acoustics, Speech and Signal Processing

2009 IEEE international conference on acoustics, speech, and signal processing

General chair's welcome message

ICASSP 2009 conference committee

Future SPS conferences

Table of contents

Unified speech and audio coding scheme for high quality at low bitrates

An error robust Ultra Low Delay audio coder using an MA prediction model

Low bitrate audio coding using generalized adaptive gain shape vector quantization across channels

Automatic parameter optimization for a perceptual audio codec

A modified distortion metric for audio coding

Low delay moving-horizon multiple-description audio coding forwireless hearing aids

On noise reduction in the Karhunen-Loève expansion domain

Minimum Subspace Noise Tracking for noise Power Spectral Density estimation

Blind sparse source separation for unknown number of sources using Gaussian mixture model fitting with Dirichlet prior

Benchmarking flexible adaptive time-frequency transforms for underdetermined audio source separation

Intensity vector direction exploitation for exhaustive blind source separation of convolutive mixtures

Robust speech dereverberation based on non-negativity and sparse nature of speech spectrograms

Interpolating hidden Markov model and its application to automatic instrument recognition

Robust modeling of musical chord sequences using probabilistic N-grams

Cultural style based music classification of audio signals

DCT based multiple hashing technique for robust audio fingerprinting

A dimensional approach to emotion recognition of speech from movies

Acoustic fall detection using Gaussian mixture models and GMM supervectors

Second-order differential adaptive microphone array

Design of robust superdirective beamformers as a convex optimization problem

Alternatives to spherical microphone arrays: Hybrid geometries

Plane-wave decomposition of a sound scene using a cylindrical microphone array

Sound field reproduction around a scatterer in reverberation

Spatial multizone soundfield reproduction

Towards source-filter based single sensor speech separation

A watermarking-based method for single-channel audio source separation

An iterative approach to monaural musical mixture de-soloing

An algorithm for speech segregation of co-channel speech

A variational EM algorithm for learning eigenvoice parameters in mixed signals

Online blind source separation based on time-frequency sparseness

Multiple ICA-based real-time blind source extraction applied to handy size microphone

Multimodal blind source separation for moving sources

Comparison of frequency domain noise reduction strategies based on multichannel Wiener filtering and spatial prediction

Subband nonstationary noise reduction based on multichannel spatial prediction under reverberant environments

Real-time speech enhancement in noisy reverberant multi-talker environments based on a location-independent room acoustics model

New insights into non-causal multichannel linear filtering for noise reduction

A harmonic bandwidth extension method for audio codecs

MPEG-4 scalable lossless audio transparent bitrate and its application

A low-complexity spectro-temporal based perceptual model

Strategies for bit allocation reuse in audio transcoding

Scalable superwideband extension for wideband coding

On acoustic surveillance of hazardous situations

Instrumentation analysis and identification of polyphonic music using beat-synchronous feature integration and fuzzy clustering

Polyphonic musical instrument recognition based on a dynamic model of the spectral envelope

Sound event classification based on Feature Integration, Recursive Feature Elimination and Structured Classification

Emotion-based music retrieval on a well-reduced audio feature space

Rhythm map: Extraction of unit rhythmic patterns and analysis of rhythmic structure from music acoustic signals

Transcription and expressiveness detection system for violin music

Novel schemes for nonlinear acoustic echo cancellation based on filter combinations

Design of oversampled DFT modulated filter banks optimized for acoustic echo cancellation

A robust NLMS algorithm with a novel noise modeling based on stationary/nonstationary noise decomposition

A three-class ROC for evaluating doubletalk detectors in acoustic echo cancellation

A new approach for modelling the dynamic feedback path of digital hearing aids

A speech presence microphone array beamformer using model based speech presence probability estimation

Spatial filtering using directional audio coding parameters

A compact microphone array system with spatial post-filtering for automotive applications

Performance issues in recursive least-squares adaptive GSC for speech enhancement

Musical noise analysis based on higher order statistics for microphone array and nonlinear signal processing

Multidimensional localization of multiple sound sources using averaged directivity patterns of Blind Source Separation systems

Multi-channel audio segmentation for continuous observation and archival of large spaces

A fast and accurate “shoebox” room acoustics simulator

Head-mounted active noise control system for MR noise

Self-optimizing scheme for active noise and vibration control

Parallel multi-frequency narrowband active noise control systems

Modified filtered-x dichotomous coordinate descent recursive affine projection algorithm

Robust adaptive algorithm for active noise control of impulsive noise

Efficient merging of multiple audio streams for spatial sound reproduction in Directional Audio Coding

Spatial redundancy in Higher Order Ambisonics and its use for lowdelay lossless compression

An analytical approach to sound field reproduction with a movable sweet spot using circular distributions of loudspeakers

Design of large planar diaphragm incorporating multiple vibrators for sound directivity control via FEM and BEM

A reduced order model of head-related impulse responses based on independent spatial feature extraction

Modal expansion of HRTFs: Continuous representation in frequency-range-angle

Pitch bends and tonguing articulation in clarinet physical modeling synthesis

Spectrally rich phase distortion sound synthesis using an allpass filter

Morphing of transient sounds based on shift-invariant discrete wavelet transform and singular value decomposition

Low-complexity sinusoidal component selection using loudness patterns

Perceptually motivated quasi-periodic signal selection for polyphonic music transcription

Sub-band implementation of the Harmonic MUSIC algorithm

Relative pitch estimation of multiple instruments

A scale transform based method for rhythmic similarity of music

Cepstral modulation ratio regression (CMRARE) parameters for audio signal analysis and classification

Inversion of short-time fourier transform magnitude spectrograms with adaptive window lengths

Automatic musical meter detection

Assessment of baroreflex control of heart rate during general anesthesia using a point process method

A beamforming particle filter for EEG dipole source localization

A specific QRS detector for electrocardiography during MRI: Using wavelets and local regularity characterization

Artifact removal in EEG using Morphological Component Analysis

Multi-dimensional space-time-frequency component analysis of event related EEG data using closed-form PARAFAC

Adaptive rhythmic component extractionwith regularization for EEG data analysis

Classification of movement-related single-trial MEG data using adaptive spatial filter

EEG signal classification using nonlinear independent component analysis

ERP source reconstruction by using Particle Swarm Optimization

A DSK based simplified speech processing module for Cochlear Implant research

Multichannel spectral pattern separation - An EEG processing application -

Blind source extraction of periodic signals

Using filter banks to enhance images for fluid lens cameras based on color correlation

Fusion of fMRI, sMRI, and EEG data using canonical correlation analysis

Accelerated 3D MRI of vocal tract shaping using compressed sensing and parallel imaging

Real-time dynamic MR image reconstruction using Kalman Filtered Compressed Sensing

Multi-level non-rigid image registration using graph-cuts

Fourier-based modeling of topologically complex bone data using various alternatives of 3D scalar fields

Correction of B0 inhomogeneity distortion in magnetic resonance spectroscopic imaging

Progressive lossless compression of medical images

Voxel selection in fMRI data analysis: A sparse representation method

Brain MRI T1-Map and T1-weighted image segmentation in a variational framework

A new stochastic estimator for tremor frequency tracking

Linear predictive modelling of gait patterns

Compressive confocal microscopy

Modelling the neurovascular habituation effect on fMRI time series

Periodically gapped data spectral velocity estimation in medical ultrasound using spatial and temporal dimensions

Exploring functional connectivity in fMRI via clustering

Multivariate Spatial Gaussian Mixture Modeling for statistical clustering of hemodynamic parameters in functional MRI

Multiple-peak model fitting function for DCT sign phase correlation with non-integer shift precision

Spectrum separation of Magnetic Resonance Spectroscopy based on sparse representation

Sparse multivariate autoregressive (mAR)-based partial directed coherence (PDC) for electroencephalogram (EEG) analysis

Automatic detection of ECG wave boundaries using empirical mode decomposition

Dictionary learning for the sparse modelling of atrial fibrillation in ECG signals

EMG signal denoising via Bayesian wavelet shrinkage based on GARCH modeling

Sensor subset selection for surface electromyograpy based speech recognition

Quantifying morphology changes in time series data with skew

Target detection using incremental learning on single-trial evoked response

Comparison of four estimators of the 3D cardiac electrical activity for surface ECG synthesis from intracardiac recordings

EEG-based emotion recognition in music listening: A comparison of schemes for multiclass support vector machine

Blind Monte Carlo detection-estimation method for optical coherence tomography

Parameter estimation of multidimensional NMR signals based on high-resolution subband analysis of 2D NMR projections

Maximum likelihood principle for DNA copy number analysis

Robust cross-race gene expression analysis

A new optimization algorithm for network component analysis based on convex programming

Predicting the progress and the peak of an epidemic

Classification between normal and abnormal respiratory sounds based on maximum likelihood approach

Fast gender recognition by using a shared-integral-image approach

Multilinear generalization of Common Spatial Pattern

A custom-designed mental task-based brain-computer interface

A reduced-rank square root filtering framework for noninvasive functional imaging of volumetric cardiac electrical activity

Postural time-series analysis using Empirical Mode Decomposition and second-order difference plots

Wheezing sounds detection using multivariate generalized gaussian distributions

Adaptive filters using modified sliding-block distributed arithmetic with offset binary coding

Generating high performance pruned FFT implementations

Architecture design and implementation of the increasing radius - List sphere detector algorithm

VLSI for 5000-word continuous speech recognition

Tracking Forecast Memories in stochastic decoders

Exploiting statically schedulable regions in dataflow programs

An efficient hardware design of an optimal nonstationary filtering system

Bandwidth adaptive hardware architecture of K-Means clustering for intelligent video processing

VLSI implementation of an effective lattice reduction algorithm with fixed-point considerations

A hardware-efficient implementation of the fast affine projection algorithm

A new hardware implementation of the H.264 8×8 transform and quantization

A cost-error optimized architecture for 9/7 lifting based Discrete Wavelet Transform with balanced pipeline stages

Low-power application-specific processor for FFT computations

Model-based early termination scheme for H.264/AVC inter prediction

A parallel architecture for 3GPP2/UMB turbo interleavers

An overlap save algorithm for block convolution with reduced complexity

Digital beamforming using a GPU

Challenges and opportunities of obtaining performance from multi-core CPUs and many-core GPUs

A MIMO-OFDM digital baseband receiver design with adaptive equalization technique for IEEE 802.16 WMAN

OpenMP-based parallel implementation of a continuous speech recognizer on a multi-core system

Low power embedded speech recognition system based on a MCU and a coprocessor

Automatic generation of maps of memory accesses for energy-aware memory management

Fast algorithm for GMM-based pattern classifier

One-pass multi-layer rate-distortion optimization for quality scalable video coding

H.264/SVC temporal bit allocation with dependent distortion model

Rate-distortion optimized bitstream extractor for motion scalability in scalable video coding

Bit-depth scalable video coding using inter-layer prediction from high bit-depth layer

Symmetric distributed multiview video coding

Multiview video compression and streaming based on predicted viewer position

Image denoising based on statistical jump regression analysis and local segmentation using Normalized Cuts

Distance blurring for space-variant image coding

Multi-foveation filtering

Optimized non-uniform fast Fourier transform (NUFFT) for iterative tomographic reconstruction

Shape adaptive estimation of variance in steerable pyramid domain and its application for spatially adaptive image enhancement

Image deconvolution using a Gaussian Scale Mixtures model to approximate the wavelet sparseness constraint

Split convex minimization algorithm for signal recovery

Inpainting with sparse linear combinations of exemplars

A fast Iterative Shrinkage-Thresholding Algorithm with application to wavelet-based image deblurring

Image inpainting via sparse representation

A wavelet-based quadratic extension method for image deconvolution in the presence of poisson noise

Quadtree structured restoration algorithms for piecewise polynomial images

On the side-information dependency of the temporal correlation in Wyner-Ziv video coding

Scalable distributed source coding

Enhanced spatially interleaved DVC using diversity and selective feedback

Estimating side-information for Wyner-Ziv video coding using resolution-progressive decoding and extensive motion exploration

Multi-resolution based hybrid spatiotemporal compression of encrypted videos

A novel pattern identification scheme using distributed video coding concepts

Real-time stereo matching: A cross-based local approach

Combined image plus depth seam carving for multiview 3D images

A variational framework for simultaneous motion and disparity estimation in a sequence of stereo images

Fast belief propagation process element for high-quality stereo estimation

Reconstruction of isometrically deformable flat surfaces in 3D from multiple camera images

Approximating 3D shape using Bezier surface

A HJS filter to track visually interacting targets

Modeling and tracking of faces in real-life illumination conditions

Robust Bayesian tracking on Riemannian manifolds via fragments-based representation

A physical approach to Moving Cast Shadow Detection

Shadow detection for moving humans using gradient-based background subtraction

Improved video segmentation through robust statistics and MPEG-7 features

Perceptual quality based packet dropping for generalized video GOP structures

Receiver error concealment using acknowledge preview (RECAP) - An approach to resilient video streaming

Transforms for the motion compensation residual

Distributions of 3D DCT coefficients for video

Jointly optimized mode decisions in redundant video streaming

Correlation noise classification based on matching success for transform domain Wyner-Ziv video coding

Estimating correspondence between multiple cameras using joint invariants

Rate-constrained distributed distance testing and its applications

Frame-level temporal calibration of unsynchronized cameras by using Longest Consecutive Common Subsequence

Camera motion influence on dynamic saliency central bias

Compression of image patches for local feature extraction

Directed Markov Stationary Features for visual classification

L1 regularized super-resolution from unregistered omnidirectional images

Region-based weighted-norm approach to video super-resolution with adaptive regularization

Polyphase interpretation of empirical image interpolation

A spatial adaptive filter for smoothing of non-Gaussian texture noise

Gray-scale erosion algorithm based on image bitwise decomposition: Application to Focal Plane Processors

Image spam filtering using Fourier-Mellin invariant features

Design of a morphological moving object signature and application to human identification

Interpolatory Mercer kernel construction for kernel direct LDA on face recognition

Classification via group sparsity promoting regularization

Facial age estimation by multilinear subspace analysis

Iris recognition using 2D-LDA + 2D-PCA

Component-wise pose normalization for pose-invariant face recognition

Doubly weighted nonnegative matrix factorization for imbalanced face recognition

Robust face recognition with partially occluded images based on a single or a small number of training samples

Face recognition with enhanced privacy protection

Improved 3D assisted pose-invariant face recognition

Biometric recognition by fusing palmprint and hand-geometry based on morphology

Vectorized deblocking filter for HD H.264 decoding on Cell/B.E.

Generic video coding with abstraction and detail completion

Video coding using Variable Block-Size Spatially Varying Transforms

Transcoding based robust streaming of compressed video

Multiple description video coding and iterative decoding of LDPCA codes with side information

Adaptive Lifting Scheme-based method for joint coding 3D-stereo images with luminance correction and optimized prediction

Improved virtual channel noise model for transform domain Wyner-Ziv video coding

Power-aware content-adaptive H.264 video encoding

A fast CABAC rate estimator for H.264/AVC mode decision

A new perceptual quality metric for compressed video

Tables for practical Wyner-Ziv coding of Laplacian sources

Comparison of MPEG-7 descriptors for long term selection of reference frames

ViBE: A powerful random technique to estimate the background in video sequences

An effective flowestimation method with particle filter based on Helmholtz decomposition theorem

Robust detection of a set of outliers for image changes based on rerunning the regression

H.264/SVC scene motion analysis

Extraction of velocity fields for geophysical fluids from a sequence of images

Asynchronous stereo vision system for front-vehicle detection

FFT-based estimation of large motions in images: A robust gradient-based approach

Hierarchical fusion of color and depth information at partition level by cooperative region merging

Interpolation error as a quality metric for stereo: Robust, or not?

Asymmetric gradient-based image alignment

Sensor fusion method using GPS/IMU data for fast UAV surveillance video frame registration

Background recovery from video sequences using motion parameters

A binary wavelet-based scheme for grayscale image compression

Data pruning-based compression using high order edge-directed interpolation

HDR image compression using optimized tone mapping model

Joint reconstruction of compressed multi-view images

An efficient first-order method for l1 compression of images

A quality prediction model for JPEG2000-based color images

Progressive lossy-to-lossless coding of arbitrarily-sampled image data using the modified scattered data coding method

Adaptive coding of images via multiresolution ICA

Modeling of contours in wavelet domain for generalized lifting image compression

An improved SATD-based intra mode decision algorithm for H.264/AVC

Idempotent H.264 intraframe multi-generation coding

H.264 fast intra mode selection algorithm based on direction difference measure in the pixel domain

Higher order Teager-Kaiser operators for image analysis: Part I - A monocomponent image demodulation

Copulas based multivariate gamma modeling for texture classification

Fast structure-preserving image retargeting

An efficient and robust method for detecting copy-move forgery

Color image feature extraction using color index local auto-correlations

Aerial image registration using Projective Polar Transform

A novel fusion-based method for expression-invariant gender classification

Spatial structure characterization of textures in IHLS colour space

Joint linear-circular stochastic models for texture classification

A fast method for classifying surface textures

Parameter estimation of non-Rayleigh RCS models for SAR images based on the Mellin transformation

Phase unwrapping for interferometric SAR using multibaseline joint data group

Convex analysis based minimum-volume enclosing simplex algorithm for hyperspectral unmixing

The gigavision camera

Compressed sensing and multistatic SAR

Band clustering and selection and decision fusion for target detection in hyperspectral imagery

Two-dimensional phase unwrapping using semidefinite relaxation

Exploitation of SRTM DEM in InSAR processing and its application to phase unwrapping problem

CMOS compressed imaging by Random Convolution

Optimal geometry configuration of bistatic forward-looking SAR

High-level feature extraction using SVM with walk-based graph kernel

A hierarchical grid feature representation framework for automatic image annotation

Dynamic updating and downdating matrix SVD and tensor HOSVD for adaptive indexing and retrieval of motion trajectories

MOBHRG: Fast k-nearest-neighbor search by overlap reduction of hyperspherical regions

Aspect modeling of parsed representation for image retrieval

Using context information and local feature points in face clustering for consumer photos

No-reference video quality evaluation for high-definition video

Range image quality assessment by Structural Similarity

Video quality monitoring of streamed videos

Separation of layers from images containing multiple reflections and transparency using cyclic permutation

Image recolorization for the colorblind

Adaptive reconstruction method of missing textures based on kernel canonical correlation analysis

Distributed compressive video sensing

Nonsubsampled higher-density discrete wavelet transform for image denoising

Underwater image enhancement by attenuation inversionwith quaternions

Image deblocking using dual adaptive FIR Wiener filter in the DCT transform domain

Model-based non-linear estimation for adaptive image restoration

Denoising scheme for realistic digital photos from unknown sources

Decision-based median filter using k-nearest noise-free pixels

Sequential best range matching: An error concealment technique with application in high packet loss image transmission

Fast LCD motion deblurring by decimation and optimization

Wrapping snakes for improved lip segmentation

Using fourier-based shape alignment to add geometric prior to snakes

Visual grouping by neural oscillators

Random patch based video tracking via boosting the relative spaces

Motion-based object segmentation using local background sprites

An improved approach for image segmentation based on color and local homogeneity features

Exploiting T-junctions for depth segregation in single images

Connectivity similarity based transductive learning for interactive image segmentation

Field lines and players detection and recognition in soccer video

Top-down image segmentation using the Mumford-Shah functional and level set image representation

Light-weight salient foreground detection with adaptive memory requirement

People location and orientation tracking in multiple views

Centra catadioptric camera calibration with single image

AN $ℓ^{1}-TV$ algorithm for deconvolution with salt and pepper noise

Compressive imaging of color images

Robust 3D modeling from silhouette cues

A quantitative evaluation for 3D face reconstruction algorithms

A noiseless code length method (NCLM) to estimate dimensionality of hyperspectral data

Novel similarity invariant for space curves using turning angles and its application to object recognition

Estimation of the hyperspectral tucker ranks

Panorama recovery from noisy UAV surveillance video

A new method to find an optimal warping function in image stitching

Inverse halftoning with variance classified filtering

Efficient speech indexing and search for embedded devices using uniterms

A portable USB-based microphone array device for robust speech recognition

Audio-based automatic management of TV commercials

Utterance verification using improved confidence measures based on alignment confusion rate in Chinese digits recognition

Nonlinear acoustic echo control using an accelerometer

Dominant speech enhancement based on SNR-adaptive soft mask filtering

Memory characterization to analyze and predict multimedia performance and power in embedded systems

Improved maximum likelihood location estimation accuracy in wireless sensor networks using the Cross-Entropy method

Partial update PNLMS algorithm for network echo cancellation

Real-time PDA-based recursive Fourier transform Implementation for cochlear implant applications

A localized vibration response technique for damage detection in bridges

Context-independent phoneme recognition using a K-Nearest Neighbour classification approach

Detection of short distance wireless transmitted audio

Motion-compensated techniques for enhancement of low-quality compressed videos

Real-time implementation of robust face detection on mobile platforms

A pixel-wise, learning-based approach for occlusion estimation of iris images in polar domain

Segmentation of malaria parasites in peripheral blood smear images

Ordering random object poses

Optimum multi-target detection using an ANC neuro-fuzzy scheme and wideband replica correlator

Discriminating subsequent lane-crossing and driver-correction events using trajectory models of lateral slopes

Stochastic modeling of vehicle trajectory during lane-changing

Lossless data hiding for electronic ink

Flatbed scanner identification based on dust and scratches over scanner platen

Digital camera identification based on curvelet transform

Document reconstruction using dynamic programming

Data hiding in hard-copy text documents robust to print, scan and photocopy operations

Geometric distortion signatures for printer identification

Recovering asynchronouswatermark tones from speech

Information hiding for G.711 speech based on substitution of least significant bits and estimation of tolerable distortion

A highly robust audio hashing system using auditory-based front-end processing

Evaluating digital audio authenticity with spectral distances and ENF phase change

Pushing information over acoustic channels

Optimal Gaussian fingeprint decoders

Complete characterization of perfectly secure stego-systems with mutually independent embedding operation

Logarithmic Quantization Index Modulation: A perceptually better way to embed data within a cover signal

Anti-collusion fingerprinting with scalar Costa scheme (SCS) and colluder weight recovery

Risk-distortion analysis for video collusion attack

Hashing the mAR coefficients from EEG data for person authentication

Detecting sweethearting in retail surveillance videos

Humming-based human verification and identification

Secure Exp-Golomb coding using stream cipher

Wildfire detection using LMS based active learning

Time-sensitive behavior dynamics in multimedia fingerprinting social networks

Model-based human gait recognition using fusion of features

Color extended visual cryptography using error diffusion

Grouping motion trajectories

Didstributed source coding authentication of images with affine warping

Covert timing channels codes for communication over interactive traffic

Providing invariance to nonlinear valumetric scaling for quantization basedwatermarking

Joint watermarking and compression for Gaussian and Laplacian sources using uniform vector quantization

Multi-flow attack resistant watermarks for network flows

Constrained optimisation of 3D polygonal mesh watermarking by quadratic programming

Detecting LSB matching by characterizing the amplitude of histogram

Estimation of MB steganography based on least square method

Feature based classification of computer graphics and real images

Tampering identification using Empirical Frequency Response

Phase scrambling for blind image matching

Robust video fingerprinting based on visual attention regions

Fingerprint matching based on distance metric learning

Secure image retrieval through feature protection

Principal component analysis in decomposable Gaussian graphical models

Weighted nonnegative matrix factorization

A tempering approach for Itakura-Saito non-negative matrix factorization. With application to music transcription

Bayesian Pursuit algorithm for sparse representation

Probabilistic matrix tri-factorization

Underdetermined audio source separation from anechoic mixtures with long time delay

Using dependencies to pair samples for multi-view learning

Connecting spectral and spring methods for manifold learning

Multi-task classification with infinite local experts

Affinely constrained online learning and its application to beamforming

Space Kernel Analysis

Regular simplex criterion: A novel feature extraction criterion

A framework for distributed multimedia stream mining systems using coalition-based foresighted strategies

Dynamic texture models of music

Instantaneous rate estimation of neuronal point processes from a compressed representation of their nonbinary spike trains

A fully affine invariant image comparison method

Product-HMMs for automatic sign language recognition

Conditional random fields for the prediction of signal peptide cleavage sites

Accelerating EM by targeted aggressive double extrapolation

Dirichlet process mixture models with multiple modalities

Manifold regularization for semi-supervised sequential learning

Two dimensional Maximum Margin Criterion

Sparse boosting

A semi-supervised learning approach to online audio background detection

A unified view for discriminative objective functions based on negative exponential of difference measure between strings

Active learning for semi-supervised multi-task learning

Kernel-based nonlinear independent component analysis for underdetermined blind source separation

Semi-supervised ensemble tracking

Ensembles of landmark multidimensional scalings

Incorporating prior knowledge on the digital media creation process into audio classifiers

Music emotion ranking

Covariate shift adaptation for semi-supervised speaker identification

A regularized kernel-based approach to unsupervised audio segmentation

Reconciliation of human and machine speech recognition performance

Using complex-valued ICA to efficiently combine radar polarimetric data for target detection

Audio classification from time-frequency texture

Music analysis with a Bayesian dynamic model

Singing voice detection in music tracks using direct voice vibrato detection

Latent Dirichlet learning for document summarization

DNA coding using finite-context models and arithmetic coding

Classification of electroencephalography (EEG) signals for different mental activities using Kullback Leibler (KL) divergence

Maximum-likelihood estimation of autoregressive models with conditional independence constraints

Sparse decomposition of mixed audio signals by basis pursuit with autoregressive models

Using the scaling ambiguity for filter shortening in convolutive blind source separation

A multistage approach for blind separation of convolutive speech mixtures

Graphical Models: Statistical inference vs. determination

Map approach to learning sparse Gaussian Markov networks

A generalized family of parameter estimation techniques

Duality between widely linear and dual channel adaptive filtering

A semi-blind EM algorithm for overcomplete ICA

Fast dependent components for fMRI analysis

A weighted logarithmic merit function for canonical correlation analysis

A split quaternion nonlinear adaptive filter

Cadence analysis of temporal gait patterns for seismic discrimination between human and quadruped footsteps

Two-directional two-dimensional discriminant locality preserving projections for image recognition

Microarray classification using block diagonal linear discriminant analysis with embedded feature selection

Event recognition with time varying Hidden Markov Model

Visual saliency with side information

Modelling uncertainty in transcriptome measurements enhances network component analysis of yeast metabolic cycle

Tree configuration games for distributed stream mining systems

Multi-modal activity and dominance detection in smart meeting rooms

Multi-view tracking of articulated human motion in silhouette and pose manifolds

A novel robust kernel for applications to images

Target speech extractionwith learned spectral bases

A probabilistic approach to clock synchronization of cascaded network elements

A fast feature extraction method

Empirical error rate minimization based linear discriminant analysis

Separable PCA for image classification

Supervised nonlinear dimensionality reduction by Neighbor Retrieval

Volterra series for analyzing MLP based phoneme posterior estimator

Voronoi cell shaping for feature selection with discrete HMMs

Fast and efficient dimensionality reduction using Structurally Random Matrices

Thresholded $smoothed-ℓ^{0}(SL0)$ dictionary learning for sparse representations

An information geometric approach to supervised dimensionality reduction

Orthogonalized discriminant analysis based on generalized singular value decomposition

Independent vector analysis incorporating active and inactive states

Phase diffusion for the synchronization of heterogenous sensor streams

Rate efficient remote video file synchronization

Q-SIFT: Efficient feature descriptors for distributed camera calibration

Enhanced error resilience of video communications for burst losses using an extended ROPE algorithm

A reduced-reference video structural similarity metric based on no-reference estimation of channel-induced distortion

A differential motion estimation method for image interpolation in distributed video coding

LSH banding for large-scale retrieval with memory and recall constraints

High resolution audio synchronization using chroma onset features

On the importance of modeling temporal information in music tag annotation

Making chroma features more robust to timbre changes

Query by tapping system based on alignment algorithm

Learning a music similarity measure on automatic annotations with application to playlist generation

One-handed gesture recognition using ultrasonic Doppler sonar

A parametric copula based framework for multimodal signal processing

Automatic voice assignment tool for Instant Casting movie System

Interpolation of head-related transfer functions by spatial linear prediction

Extracting regions of attention by imitating the human visual system

Improving acoustic speaker verification with visual Body-Language features

Introduction of quality measures in audio-visual identity verification

GridNews: A distributed automatic Greek broadcast transcription system

Billiards wizard: A tutoring system for broadcasting nine-ball billiards videos

Structuring and analyzing low-quality lecture videos

Resource usage prediction for groups of dynamic image-processing tasks using Markov modeling

SVM-based state transition framework for dynamical human behavior identification

Impact of novel sources on content-based image and video retrieval

Degraded image analysis using Zernike moment invariants

Face recognition and gender classification in personal memories

You are fired! Nonverbal role analysis in competitive meetings

A collaborative Bayesian image retrieval framework

A detection-based approach to broadcast news video story segmentation

A robust harmony structure modeling scheme for classical music opus identification

Musical audio semantic segmentation exploiting analysis of prominent spectral energy peaks and multi-feature refinement

Latent semantic retrieval of personal photos with sparse user annotation by fused image/speech/text features

Non-speech audio event detection

Audiovisual celebrity recognition in unconstrained web videos

Overlay collaboration towards reduced bandwidth costs in multi-view streaming

Delay-based overlay construction in P2P video broadcast

Energy-efficient transmission of H.264 Scalable Video over IEEE 802.11E

Packetized video transmission for OFDM wireless systems with dynamic ordered subcarrier selection algorithm

A game-theoretic framework for multi-user multimedia rate allocation

Dense disparity estimation in a multi-view distributed video coding system

Forward adaptive KLT coding

Bandwidth-efficient cache-based motion compensation architecture with DRAM-friendly data access control

Cache-based integer motion/disparity estimation for quad-HD H.264/AVC and HD multiview video coding

Novel approaches to parallel H.264 decoder on symmetric multicore systems

Reversible data hiding in highly efficient compression scheme

Sub-band STAP for stretch processed systems

Blind adaptive beamforming for wideband circular arrays

Sparse beamforming for active underwater electrolocation

Space-time-range three dimensional adaptive processing

Widely-linear recursive least-squares algorithm for adaptive beamforming

Spatio-temporal adaptive detector in non-homogeneous and low-rank clutter

Robust localization in sensor networkswith iterative majorization techniques

Distributed adaptive estimation of correlated node-specific signals in a fully connected sensor network

Time-space-sequential algorithms for distributed Bayesian state estimation in serial sensor networks

Distributed sampling and reconstruction of non-bandlimited fields in sensor networks based on shift-invariant spaces

Consensus-tracking in distributed networks by one-hop averaging

Distributed estimation using binary data transmitted over fading channels

Joint MIMO radar waveform and receiving filter optimization

A PARAFAC-based technique for detection and localization of multiple targets in a MIMO radar system

Frequency invariant MVDR beamforming without filters and implementation using MIMO radar

Optimal and robust waveform design for MIMO radars

Transmit/receive beamforming for MIMO radar with colocated antennas

MIMO multi-channel beamforming in double-scattering channels

Identifiability and performance concerns for location estimation

Exploiting multiple shift invariances in harmonic retrieval

A simple iterative algorithm for range-based localization

Experimental study of extended target imaging by time reversal SAR

Does canonical correlation analysis provide reliable information on data correlation in array processing?

Understanding the method of interval errors from the information theory perspective

Broadband ML estimation under model order uncertainty

Blind ranges, frequencies and DOAS estimation for near field sources

Focusing-based approach for wide-band source localization in near-field

Statistical nonidentifiability of close emitters: Maximum-likelihood estimation breakdown and its GSA analysis

Improved subspace DoA estimation methods with large arrays: The deterministic signals case

An improved signal-selective direction finding algorithm using second-order cyclic statistics

Array interpolation based on Local Polynomial Approximation with application to DOA estimation using weighted MUSIC

Direction of Arrival estimation using single tripole radio antenna

Synthesis of planar arrays with arbitrary geometry for flat-top footprint patterns

Optimum ambiguity-free isotropic antenna arrays

Subspace based DOA estimation in the presence of correlated signals and model errors

DOA estimation of quasi-stationary signals via Khatri-Rao subspace

On the error exponents for detecting randomly sampled noisy diffusion processes

Acoustic holography with a concentric rigid and open spherical microphone array

Optimal distributed microphone phase estimation

Joint estimation of signal and noise correlation matrices and its application to inverse filtering

Low complexity azimuth and elevation estimation for arbitrary array configurations

New polarimetric signal subspace detectors for SAR processors

Two microphone based direction of arrival estimation for multiple speech sources using spectral properties of speech

Sound localisation with a silicon cochlea pair

Averaged acoustic emission events for accurate damage localization

On the role of localization cues in binaural segregation of reverberant speech

Robust target localization in moving radar platform through semidefinite relaxation

Fast mean square convergence of consensus algorithms in WSNs with random topologies

Tracking of random number of targets with random number of sensors using Random Finite Set Theory

Progressive distributed estimation over noisy channels in wireless sensor networks

Adaptive distributed transforms for irregularly sampled Wireless Sensor Networks

Particle filtering for Quantized Innovations

Decentralized variational filtering for simultaneous sensor localization and target tracking in binary sensor networks

Ranging energy optimization for robust sensor positioning

Optimal distributed detection of multiple hypotheses using blind algorithm

Semi-definite programming approach to sensor network node localization with anchor position uncertainty

Spatial super-resolution of a diffusion field by temporal oversampling in sensor networks

Energy-efficient graph-based wavelets for distributed coding in Wireless Sensor Networks

Efficient semidefinite relaxation for energy-based source localization in sensor networks

Distributed beamforming for wireless sensor networks with random node location

Distributed peer-to-peer beamforming for multiuser relay networks

Filter-and-forward distributed beamforming for relay networks in frequency selective fading channels

Throughput analysis of cooperative wireless medium access scheme exploiting multi-beam adaptive arrays

Optimal network beamforming for bi-directional relay networks

Transmit beamforming for wireless multicasting using channel orthogonalization and local refinement

Robust downlink beamforming using covariance channel state information

Bounds on distributed TDOA-based localization of OFDM sources

Optimal transmission codebook design in fading channels for the decentralized estimation in wireless sensor networks

Transceiver design with vector perturbation technique and iterative power loading

Motion effect modeling in multipath configuration using warping based lag-Doppler filtering

Multiband perceptual modulation analysis, processing and synthesis of audio signals

The DSP of money

MultiPAS: JAVA, C++ and C# to Octave bridges

Small-group learning projects to make signal processing more appealing: From speech processing to OFDMA synchronization

Hands-on engineering and science: Discovering cosmic rays using radar-based techniques and mobile technology

Freshman design: A signal-processing approach

Multi-antenna cognitive radio systems: Environmental learning and channel training

A Bayesian approach to spectrum sensing, denoising and anomaly detection

Compressive wide-band spectrum sensing

Beacon-assisted spectrum access with cooperative cognitive transmitter and receiver

A frequency hopping spread spectrum transmission scheme for uncoordinated cognitive radios

Detection of sparse signals under finite-alphabet constraints

Cross-layer optimization of wireless fading ad-hoc networks

Stochastic resource allocation for orthogonal access based on quantized CSI: Optimality, convergence and delay analysis

Game theory for precoding in a multi-user system: Bargaining for overall benefits

Approaching user capacity in a DSL system via harmonic mean-rate optimization

Structured spectrum balancing in DSL multiuser communications

A generalized iterative water-filling algorithm for distributed power control in the presence of a jammer

Low-delay scheduling for Grassmannian beamforming with a SINR constraint

Weighted harmonic mean SINR maximization for the MIMO downlink

Precoder design for MIMO broadcast channels with power leakage constraints

Outage-based designs for multi-user transceivers

Multiuser transmit beamforming for MIMO uplink with individual SINR targets

Maximin robust design for MIMO communication systems against imperfect CSIT

Distributed optimization in an energy-constrained network using a digital communication scheme

Distributed Karhunen-Loève Transform with nested subspaces

Distributed sensing of signals linked by sparse filtering

Data-driven online variational filtering in wireless sensor networks

Field inversion by consensus and compressed sensing

Time-varying Opportunistic Protocol for maximizing sensor networks lifetime

Capacity scaling of wireless networks with complex field network coding

Multiuser MIMO-MAC capacity in the low SNR regime: Channel knowledge and double-scattering

Log-likelihood ratio clipping in MIMO-BICM systems: Information geometric analysis and impact on system capacity

Fixed SINR solutions for the MIMO wiretap channel

An algebraic polyphase approach to wireless network coding

Interference alignment via alternating minimization

On the performance of semidefinite relaxation MIMO detectors for QAM constellations

Efficient blind decoding of MIMO using sequential Monte Carlo

MIMO decoding based on stochastic reconstruction from multiple projections

A systolic array for linear MIMO detection based on an all-swap lattice reduction algorithm

Linear-time block noncoherent detection of PSK

On radius control of tree-pruned sphere decoding

Nonlinear distributed source-channel coding over orthogonal additive white Gaussian noise channels

Robust and fast non asymmetric distributed source coding using turbo codes on the syndrome trellis

Joint optimization of the redundancy of multiple-description coders for multicast

Near-lossless compression and protection by turbo source-channel (de-)coding using irregular index assignments

Rate distribution between model and signal for multiple descriptions

New criteria for iterative decoding

Optimal parameter estimation for model-based quantization

Multiterminal source coding of Bernoulli-Gaussian correlated sources

Geometrical interpretation and improvements of the Blahut-Arimoto's algorithm

A practical Walsh layering scheme for reliable transmission

Minimum BER beamforming in the RF domain for OFDM transmissions and linear receivers

Unimodular sequence design for good autocorrelation properties

Reduced-complexity delay-Doppler correlator for time-frequency hopping signals

Robust NLoS multipath mitigation for TOA estimation

Oscillator Phase Noise compensation using Kalman tracking

Joint estimation and compensation of frequency, DC-offset, I-Q imbalance and channel in MIMO receivers

Upper bound for the loss factor of energy detection of random signals in multipath fading cognitive radios

Low-complexity frequency-domain turbo equalization for single-carrier transmissions over doubly-selective channels

Optimized opportunistic multicast scheduling (OMS) over heterogeneous cellular networks

Mitigation of narrowband interference in differentially modulated communication systems

Differential feedback of MIMO channel correlation matrices based on geodesic curves

Layers and layer interfaces in wireless networks

Factor graph based design of an OFDM-IDMA receiver performing joint data detection, channel estimation, and channel length selection

Subspace tracking of fast time-varying channels in precoded MIMO-OFDM systems

Joint carrier frequency offset and channel estimation in OFDM based non-regenerative wireless relay networks

Joint estimation of I/Q imbalance, CFO and channel response for OFDM systems

On the effect of transmitter IQ imbalance at OFDMA receivers

Blind noise variance estimation for OFDMA signals

On the PTS method and BER-minimizing power allocation of the multi-channeL OFDM system

OFDM Turbo DeCodulation with exit optimized bit loading and signal constellations

Flicker noise mitigation in direct-conversion receivers for OFDM systems

OFDM symbol detection with interspersed pilot symbols and channel distribution information at the receiver

Ranging signal design and its detection for OFDMA systems

Narrowband interference mitigation in BICM OFDM systems

What happens when cognitive terminals compete for a relaying node?

Amplify-and-forward based cooperation for secure wireless communications

Outage minimized relay selection with partial channel information

A differential cooperative transmission scheme with low rate feedback

A multiplicative weight perturbation scheme for distributed beamforming in wireless relay networks with 1-bit feedback

Reduced-rank multiuser relaying (RR-MUR) scheme for uplink CDMA networks

High-rate distributed multi-source cooperation using complex field coding

Joint power allocation based on link reliability for MIMO systems assisted by relay

Joint source/relay precoders design in amplify-and-forward relay systems: A geometric mean decomposition approach

Cooperative MIMO for alien noise cancellation in upstream VDSL

Timing and frequency synchronization for OFDM based cooperative systems

Single parameter optimization approach to the optimal power allocation of OFDM relaying system

Partial iterative equalization and channel decoding

GTD-based transceivers for decision feedback and bit loading

Realizable equalizers for frequency selective MIMO channels with cochannel interference

Semi-blind channel estimation for MIMO single carrier with frequency domain equalization systems

Reverse channel training for reciprocal MIMO systems with spatial multiplexing

A MIMO-OFDM channel estimation scheme utilizing complementary sequences

Optimization of training sequences for spatially correlated MIMO-OFDM

Robust 2-D channel estimation for multi-carrier systems with finite dimensional pilot grid

Recursive least-squares decision-directed tracking of doubly-selective channels using exponential basis models

Pilot-assisted channel estimation for MIMO OFDM systems using theory of sparse signal recovery

Efficient minimum-phase prefilter computation using fast QL-factorization

Training-based Bayesian MIMO channel and channel norm estimation

A low complexity channel decomposition and feedback strategy for MIMO precoder design

Vector perturbation precoding for receivers with limited dynamic range

On perfect channel identifiability of semiblind ML detection of orthogonal space-time block coded OFDM

Jamming mitigation using space-time coded collision-free frequency hopping

I/Q imbalance mitigation for time-reversal STBC systems over frequency-selective fading channels

Low complexity essentially maximum likelihood decoding of perfect space-time block codes

A simple design of space-time block codes achieving full diversity with linear receivers

Full diversity under multiple carrier frequency offsets of a family of space-frequency codes

Improved design of two and four-group decodable STBCs with larger diversity product for eight transmit antennas

On the impact of spatial correlation and precoder design on the performance of MIMO systems with space-time coding

Blind detection of high rate orthogonal space-time block codes

BER improved transmit power allocation for D-STTD systems with QR-based successive symbol detection

Pulse coupled oscillators' primitive for low complexity scheduling

Target tracking based network Active Queue Management

Estimating multiple transmitter locations from power measurements at multiple receivers

A game theoretical algorithm for joint power and topology control in distributed WSN

Joint source decoding in large scale sensor networks using Markov random field models

Structured variational methods for distributed inference in wireless ad hoc and sensor networks

An adaptive quantization scheme for distributed consensus

Exponential error bounds for binary detection using arbitrary binary sensors and an all-purpose fusion rule in wireless sensor networks

Predictive power control and multiple-description coding for wireless sensor networks

Multi-level diffusion adaptive networks

Robust joint localization and time synchronization in wireless sensor networks with bounded anchor uncertainties

Blind subspace-based channel estimation using the EM algorithm

Blind soft-output equalization of block-oriented wireless communications

Adaptive Newton algorithms for blind equalization using the generalized constant modulus criterion

New hybrid adaptive blind equalization algorithms for QAM signals

Diversity analysis of antenna selection over frequency-selective MIMO channels

Performance bounds of MIMO receivers in the presence of radio frequency interference

Achievable throughput approximation for RBD precoding at high SNRS

A MIMO channel perturbation analysis for robust bit loading

On the eigendistribution of the steady-state error covariance matrix for the extended RLS algorithm

SINR distribution for LTE downlink multiuser MIMO systems

Multipath diversity and coding gains of cyclic-prefixed single carrier systems

Linear receivers for frequency-selective MIMO channels with redundant linear precoding can achieve full diversity

Diffusion least-mean squares with adaptive combiners

Distributed parameter estimation with selective cooperation

Learning in diffusion networks with an adaptive projected subgradient method

Higher dimensional consensus algorithms in sensor networks

Functional estimation in Hilbert space for distributed learning in wireless sensor networks

On combinations of CMA equalizers

Parsimonious dictionary learning

Fast bayesian compressive sensing using Laplace priors

Compressive sampling of pulse trains: Spread the spectrum!

Robust sampling and reconstruction methods for compressed sensing

Block-sparsity: Coherence and efficient recovery

On the recovery of nonnegative sparse vectors from sparse measurements inspired by expanders

Distributed signal subspace projection algorithms with maximum convergence rate for sensor networks with topological constraints

Detection from a multi-channel sensor using a hierarchical Bayesian model

Distributed detection of a nuclear radioactive source based on a hierarchical source model

A new scheme for synchronization of inactive nodes in a sender-receiver protocol

Improved sift-based image registration using belief propagation

Testing fractal connectivity in multivariate long memory processes

Assessing robustness of particle filtering by the Kolmogorov-Smirnov statistics

A novel rejection sampling scheme for posterior probability distributions

Marginalized population Monte Carlo

An analysis of the Map Seeking Circuit and Monte Carlo extensions

Bayesian sparse image reconstruction for MRFM

Shrinkage estimation of high dimensional covariance matrices

Sampling signals with finite rate of innovation in the presence of noise

Local and global convergence behavior of non-equidistant sampling series

Analog compressed sensing

Sparse Decomposition over non-full-rank dictionaries

Inflating compressed samples: A joint source-channel coding approach for noise-resistant compressed sensing

Linear transformations and Restricted Isometry Property

Online estimation of the optimum quadratic kernel size of second-order Volterra filters using a convex combination scheme

Optimal inference of the inverse Gamma texture for a compound-Gaussian clutter

Model assessment with Kolmogorov-Smirnov statistics

Receiver nonlinearity optimization in clipping channels

A new nonparametric measure of conditional independence

Adaptive predistortion of nonlinear Volterra systems using Spectral Magnitude Matching

New discrete inverse S transform with least square error in filtering

Evolutionary spectrum estimation for uniformly modulated processes with improved boundary performance

A new approach for the reassignment of time-frequency representations

Signal characterization using generalized “Time-phase derivatives” representation

A nonparametric test for stationarity based on local Fourier analysis

Instantaneous frequency rate estimation for high-order polynomial-phase signal

Analyzing Least Squares and Kalman Filtered Compressed Sensing

Compressive sensing for MIMO radar

A simple performance analysis of ℓ1 optimization in compressed sensing

Strong thresholds for ℓ2/ℓ1-optimization in block-sparse compressed sensing

Compressive spectral estimation for nonstationary random processes

Dense error correction via l1-minimization

Robust implementation of the MUSIC algorithm

Nonparametric spectral density estimation with missing observations

Lower bounds on the mean square error derived from mixture of linear and non-linear transformations of the unbiasness definition

Robust mobile terminal tracking in NLOS environments using interacting multiple model algorithm

Detection and classification of liquid explosives using NMR

Application of characteristic function to detection in sinusoidal interference plus Gaussian noise

Iterative target detection approach for Through-the-wall Radar Imaging

Combining independent component analysis with geometric information and its application to speech processing

On the consistency of ℓ1-norm based ar parameters estimation in a sparse multipath environment

Expectation-maximization algorithm for multi-pitch estimation and separation of overlapping harmonic spectra

Optimal cepstrum estimation using multiple windows

Why the stochastic MV-PURE estimator excels in highly noisy situations?

On robustness of coupled adaptive filters

Comparison of convex combination and affine combination of adaptive filters

Steady-state performance analysis for adaptive filters with error nonlinearities

Steady-state analysis of the Normalized Least Mean Fourth algorithm without the independence and small step size assumptions

A performance-weighted mixture of LMS filters

A variable step size and variable tap length LMS algorithm for impulse responses with exponential power profile

Study of the quaternion LMS and four-channel LMS algorithms

Performance analysis of recursive least moduli algorithm for fast convergent and robust adaptive filters

Gain allocation in proportionate-type NLMS algorithms for fast decay of output error at all times

Proportionate adaptive algorithm for nonsparse systems based on Krylov subspace and constrained optimization

Sparse LMS for system identification

Minimum-disturbance description for the development of adaptation algorithms and a new leakage least squares algorithm

A fast asymptotically efficient algorithm for blind separation of a linear mixture of block-wise stationary autoregressive processes

Multichannel nonnegative matrix factorization in convolutive mixtures. With application to blind audio source separation

Separation of a subspace-sparse signal: Algorithms and conditions

Sparse source separation from orthogonal mixtures

Cubic higher-order criterion and algorithm for blind extraction of a source signal

Using the Pearson correlation coefficient to develop an optimally weighted cross relation based blind SIMO identification algorithm

Sparse decomposition of two dimensional signals

A new optimization method for reference-based quadratic contrast functions in a deflation scenario

Using phase linearity in frequency-domain ICA to tackle the permutation problem

The expected amplitude of overlapping partials of harmonic sounds

Square-root free orthogonalization algorithms

A novel algorithm for calculating the QR decomposition of a polynomial matrix

Minimax design of adjustable FIR filters using 2D polynomial methods

Design of critically subsampled DFT filter-banks with allpass polyphase filters and near-perfect reconstruction

A filter bank approach for LED illumination sensing based on frequency division multiplexing

Optimal generalized design of transform-based block digital filters

A differential geometric approach to discrete-coefficient filter design

Multidimensional signal reconstruction from multichannel acquisition

The fractional Hilbert transform and dual-tree Gabor-like wavelet analysis

Fundamental properties of non-negative impulse response filters — Theoretical bounds I

Fundamental properties of non-negative impulse response filters — Theoretical bounds II

A class of comprehensive constraints for the PCWLSE filter design: A boost in performance

Rational canonical form of polyphase matrices with applications to designing paraunitary filter banks

Analog flat filter design

Non-uniform sampling: A novel approach

Adaptive tracking in the time-frequency plane and its application in causal real-time speech analysis

Asymptotic performance analysis of PCA algorithms based on the weighted subspace criterion

Adaptive quickest change detection with unknown parameter

RLS-weighted Lasso for adaptive estimation of sparse signals

MMSE estimation in a linear signal model with ellipsoidal constraints

Sparse variable PCA using a steepest descent on a Grassman manifold

Solutions and comparison of Maximum Likelihood and Full-Least-Squares estimations for circle fitting

Structured least squares with bounded data uncertainties

Optimal and suboptimal micro-Doppler estimation schemes using carrier diverse Doppler radars

Quantizer noise benefits in nonlinear signal detection with alpha-stable channel noise

Fault detection combining interacting multiple model and multiple solution separation for aviation satellite navigation system

Nonmatrix closed-form expressions of the Cramér-Rao Bounds for near-field localization parameters

Energy-constrained discriminant analysis

Block Jacobi-type methods for non-orthogonal joint diagonalisation

Nonlinear filtering for continuous-time systems using the linear fractional transformation model

Bispectrum on finite groups

Bayesian and hybrid Cramer-Rao bounds for QAM dynamical phase estimation

Cramér-Rao bound for range estimation

A near optimum detection in alpha-stable impulsive noise

TDOA estimation for cyclostationary sources: New correlations-based bounds and estimators

A new look into the issue of the Cramér-Rao Bound for delay estimation of digitally modulated signals

Generalized mutual interdependence analysis

A new robust estimation method for ARMA models

Sparse approximation with an orthogonal complementary matching pursuit algorithm

Fast implementation of a ℓ1 - ℓ1 regularized sparse representations algorithm.

Generating matrix of discrete Fourier transform eigenvectors

Phase-based alignment of two signals having partially overlapped spectra

Jitter compensation in sampling via polynomial least squares estimation

ℓP minimization for sparse vector reconstruction

Single and multichannel sampling of bilevel polygons using exponential splines

Distributed distance estimation for manifold learning and dimensionality reduction

A simple, efficient and near optimal algorithm for compressed sensing

Revisiting quantization theorem through audiowatermarking

An approximate L0 norm minimization algorithm for compressed sensing

Missing data recovery via a nonparametric iterative adaptive approach

Optimal variable fractional delay filters in time-domain L-infinity norm

Optimal design of hybrid filterbank analog-to-digital converters using input statistics

Optimal noise shaping in Δ∑ Modulators via generalized KYP lemma

Generic invertibility of multidimensional FIR multirate systems and filter banks

Modifications to the sliding-window kernel RLS algorithm for time-varying nonlinear systems: Online resizing of the kernel matrix

A fast and efficient heuristic nuclear-norm algorithm for affine rank minimization

An improvement of subgradient projection operator by composing monotonic functions

Recursive errors-in-variables approach for ar parameter estimation from noisy observations. Application to radar sea clutter rejection

A fast and efficient algorithm for low rank matrix recovery from incomplete observations

Nonparametric estimation for compound poisson processes on compact Lie groups

Instantaneous pose estimation using rotation vectors

A hybrid method for deconvolution of Bernoulli-Gaussian processes

On simulation of first-order auto-regressive processes with near Laplace marginals

Law recognition via histogram-based estimation

A PDE characterization of the intrinsic mode functions

Robust-SL0 for stable sparse representation in noisy settings

Complex NMF: A new sparse representation for acoustic signals

SkellamShrink: Poisson intensity estimation for vector-valued data

A low complexity Orthogonal Matching Pursuit for sparse signal approximation with shift-invariant dictionaries

Qualitative analysis of rotational modes within three dimensional empirical mode decomposition

Frame bounds estimation of frequency warping operators

Nonparametric curve alignment

The applicability of biased estimation in model and model order selection

A suffix array approach to video copy detection in video sharing social networks

Cheat-proof cooperation strategies for wireless live streaming social networks

Evolution of social P2P networks based on the dynamics of heterogeneous multimedia peers

User behavior modeling in peer-to-peer file sharing networks: Dissecting download and removal actions

Summarization of large scale social network activity

A dynamic game model for Amplify-and-Forward cooperative communications

Inferring functional cortical networks from spike train ensembles using Dynamic Bayesian Networks

Identification of neurons participating in cell assemblies

Consistent recovery of stimuli encoded with a neural ensemble

State-space analysis on time-varying correlations in parallel spike sequences

Hierarchical clustering of neural data using Linked-Mixtures of Hidden Markov Models for Brain Machine Interfaces

Some statistical issues in estimating information in neural spike trains

A compressive sensing approach to object-based surveillance video coding

Audio-assisted trajectory estimation in non-overlapping multi-camera networks

Towards unsupervised learning for automatic multi-class object detection in surveillance videos

Comparative evaluation of pedestrian detection methods for mobile bus surveillance

A new method for tracking performance evaluation based on a reflective model and perturbation analysis

Spatiotemporal latent semantic cues for moving people tracking

Periodic event detection and recognition in video

Recognizing coordinated multi-object activities using a dynamic event ensemble model

View-invariant tensor null-space representation for multiple motion trajectory retrieval and classification

Action recognition in unconstrained amateur videos

Video event detection and summarization using audio, visual and text saliency

Role of head pose estimation in speech acquisition from distant microphones

On ICA of improper and noncircular sources

Statistics for complex random variables revisited

A complex cross-spectral distribution model using Normal Variance Mean Mixtures

Optimal widely linear MVDR beamforming for noncircular signals

Multidimensional Unitary Tensor-ESPRIT for non-circular sources

Applications of complex augmented kernels to wind profile prediction

Voice Transformation: A survey

ARX-LF-based source-filter methods for voice modification and transformation

Regression-based clustering for hierarchical pitch conversion

Application of voice conversion for cross-language rap singing transformation

Voice conversion for various types of body transmitted speech

Using speech transformation to increase speech intelligibility for the hearing- and speaking-impaired

Challenges in mobile network operation: Towards self-optimizing networks

Coordination and cooperation for next generation wireless systems- overhead signalling requirements and cross layer considerations

Multi-user MIMO and adaptive frequency reuse for next-generation mobile broadband networks

Pilot design for multi-user MIMO

Signal processing challenges for future wireless communications

Optimal linear fusion for distributed spectrum sensing via semidefinite programming

Monotonic optimization framework for the MISO IFC

Complete characterization of the Pareto boundary of interference-coupled wireless systems with power constraints — The log-convex case

Tensor-based channel estimation (TENCE) for two-way relaying with multiple antennas and spatial reuse

Decentralized dynamic spectrum allocation based on adaptive antenna array interference mitigation diversity: Algorithms and Markov chain analysis

Quickest change detection in multiple on-off processes

Distributed subgradient projection algorithm for convex optimization

Neighborhood gossip: Concurrent averaging through local interference

Interval consensus: From quantized gossip to voting

The speed of greed: Characterizing myopic gossip through network voracity

A mixed time-scale algorithm for distributed parameter estimation : Nonlinear observation models and imperfect communication

Network gossip algorithms

ICA-based efficient blind dereverberation and echo cancellation method for barge-in-able robot audition

Source adaptive blind signal extraction using closed-form ICA for hands-free robot spoken dialogue system

Sound source separation of moving speakers for robot audition

2D sound source mapping from mobile robot using beamforming and particle filtering

DOA estimation method based on sparseness of speech sources for human symbiotic robots

A single-chip speech dialogue module and its evaluation on a personal robot, PaPeRo-mini

The data deluge: Challenges and opportunities of unlimited data in statistical signal processing

Filtering web text to match target genres

Large scale natural image classification by sparsity exploration

Leveraging multiple query logs to improve language models for spoken query recognition

Annotating images by harnessing worldwide user-tagged photos

Co-adaptation: Adaptive co-training for semi-supervised learning

Strategies for modeling reverberant speech in the feature domain

Hands-free speech recognition challenge for real-world speech dialogue systems

Adaptive dereverberation of speech signals with speaker-position change detection

Blind system identification for speech dereverberation with Forced Spectral Diversity

On a tradeoff between dereverberation and noise reduction using the MVDR beamformer

Room impulse response shortening with infinity-norm optimization

Modified MPE/MMI in a transducer-based framework

Large margin semi-tied covariance transforms for discriminative training

A trust region based optimization for maximum mutual information estimation of HMMS in speech recognition

Lattice-based optimization of sequence classification criteria for neural-network acoustic modeling

Bayesian large margin hidden Markov models for speech recognition

Generalized Baum-Welch algorithm for discriminative training on large vocabulary continuous speech recognition system

Probablistic modelling of F0 in unvoiced regions in HMM based speech synthesis

Recent improvements of Probability Based Prosody Models for Unit Selection in concatenative Text-to-Speech

Improved prosody generation by maximizing joint likelihood of state and longer units

Optimizing segment label boundaries for statistical speech synthesis

Compression of line spectral frequency parameters with asynchronous interpolation

Using a pitch-synchronous residual codebook for hybrid HMM/frame selection speech synthesis

Speech rhythm guided syllable nuclei detection

Multiple time resolution analysis of speech signal using MCE training with application to speech recognition

Data sampling based ensemble acoustic modelling

Posterior features applied to speech recognition tasks with user-defined vocabulary

Feature transformation based on discriminant analysis preserving local structure for speech recognition

A fast, accurate approximation to log likelihood of Gaussian mixture models

Combining VTS model compensation and support vector machines

Noise adaptive training using a vector taylor series approach for noise robust automatic speech recognition

Extended VTS for noise-robust speech recognition

Ensemble speaker and speaking environment modeling approach with advanced online estimation process

Incremental predictive and adaptive noise compensation

Joint uncertainty decoding with the second order approximation for noise robust speech recognition

Single-channel speech separation and recognition using loopy belief propagation

Maximizing the continuity in segmentation - A new approach to model, segment and recognize speech

Language model transformation applied to lightly supervised training of acoustic model for congress meetings

An evidence framework for Bayesian learning of continuous-density hidden Markov models

A flat direct model for speech recognition

A phonetic feature based lattice rescoring approach to LVCSR

Bounded conditional mean imputation with Gaussian mixture models: A reconstruction approach to partly occluded features

On the use of Bayesian modeling for predicting noise reduction performance

Inventory based speech enhancement for speaker dedicated speech communication systems

Fast noise PSD estimation with low complexity

Multichannel speech enhancement using convolutive transfer function approximation in reverberant environments

A post-processing technique for regeneration of over-attenuated speech

Voice conversion using Artificial Neural Networks

Voice conversion based on simultaneous modelling of spectrum and F0

Acoustic compensation methods for body transmitted speech conversion

Temporally variable multi-aspect auditory morphing enabling extrapolation without objective and perceptual breakdown

Voice convergin: Speaker de-identification by voice transformation

Mixture of Probabilistic Linear Regressions: A unified view of GMM-based mapping techiques

Minimum variance modulation filter for robust speech recognition

Non-linear mapping for multi-channel speech separation and robust overlapping spech recognition

Acoustic model combination to compensate for residual noise in multi-channel source separation

Incorporating mask modelling for noise-robust automatic speech recognition

Stereo-based stochastic mapping with discriminative training for noise robust speech recognition

Unsupervised equalization of Lombard effect for speech recognition in noisy adverse environment

Voice search of structured media data

A scalable method for voice search to nationwide business listings

Robust discriminative keyword spotting for emotionally colored spontaneous speech using bidirectional LSTM networks

A new method for OOV detection using hybrid word/fragment system

Effect of pronounciations on OOV queries in spoken term detection

Latent topic modelling of word co-occurence information for spoken document retrieval

Data-driven voice soruce waveform modelling

Reducing F0 Frame Error of F0 tracking algorithms under noisy conditions with an unvoiced/voiced classification frontend

Model-based analysis of speech and audio signals for real-time processing based on time-varying lattice filters

Extraction of cochlear processed formants for prediction of temporally localized distortions in synthesized speech

Statistical analysis of amplitude modulation in speech signals using an AM-FM model

Chirp rate estimation of speech based on a time-varying quasi-harmonic model

A blind speech enhancement algorithm for the suppression of late reverberation and noise

Enhancement of reverberant speech using the CELP postfilter

Single-microphone late-reverberation suppression in noisy speech by exploiting long-term correlation in the DFT domain

Combining frontend-based memory with MFCC features for Bandwidth Extension of narrowband speech

Sparse probabilistic state mapping and its application to speech bandwidth expansion

Binaural artificial bandwidth extension (B-ABE) for speech

Minimum generation error training by using original spectrum as reference for log spectral distortion measure

Iterative inverse filtering by lattice filters for time-varying analysis and synthesis of speech

A polynomial segment model based statistical parametric speech synthesis sytem

Trajectory training considering global variance for HMM-based speech synthesis

A Bayesian approach to HMM-based speech synthesis

Full covariance state duration modeling for HMM-based speech synthesis

Maximum margin linear kernel optimization for speaker verification

Improved SVM speaker verification through data-driven background dataset collection

Joint map adaptation of feature transformation and Gaussian Mixture Model for speaker recognition

Variational Bayesian Joint factor analysis for speaker verification

Combination strategies for a factor analysis phone-conditioned speaker verification system

Comparison of scoring methods used in speaker recognition with Joint Factor Analysis

Speaker diarization using unsupervised discriminant analysis of inter-channel delay features

Mutual information based channel selection for speaker diarization of meetings data

Multi-modal speaker diarization of real-world meetings using compressed-domain video features

Speaker diarization in meeting audio

Fusing short term and long term features for improved speaker diarization

Effective metric-based speaker segmentation in the frequency domain

Cluster criterion functions in spectral subspace and their application in speaker clustering

Fishervoice and semi-supervised speaker clustering

Online speaker clustering using incremental learning of an ergodic hidden Markov model

Improved speaker diarization system for meetings

Generative model-based speaker clustering via mixture of von Mises-Fisher distributions

On GMM Kalman predictive coding of LSFS for packet loss

Joint estimation of short-term and long-term predictors in speech coders

Inter-tone noise reduction in a low bit rate CELP decoder

Analysis-by-synthesis based switched transform domain split VQ using Gaussian mixture model

Candidate proposal for ITU-T super-wideband speech and audio coding

Compressive sensing for sparsely excited speech signals

Packet loss concealment based on extrapolation of speech waveform

Embedded CELP with adaptive codebooks in enhancement layers and multi-layer gain optimization

A new bitplane coder for scalable transform audio coding

An efficient LSF quantization using dynamic bit allocation

Low-complexity Bandwidth Extension in MDCT domain for low-bitrate speech coding

Bandwidth Extension for China AVS-M standard

COSINE - A corpus of multi-party COnversational Speech In Noisy Environments

Emotional speech recognition based on style estimation and adaptation with multiple-regression HMM

Efficient combination of likelihood recycling and batch calculation based on conditional fast processing and acoustic back-off

Class-dependent and differential Huffman coding of compressed feature parameters for distributed speech recognition

Speech emotion recognition via a max-margin framework incorporating a loss function based on the Watson and Tellegen's emotion model

Long-time span acoustic activity analysis from far-field sensors in smart homes

The Australian English Speech Corpus for In-Car Speech processing

A study on recognizing distorted speech over local distributed transducer networks

A criterion for the enhancement of time-frequency masks in missing data recognition

Combining mixture weight pruning and quantization for small-footprint speech recognition

Cross-lingual speech recognition under runtime resource constraints

Audio segmentation for speech recognition using segment features

The I4U system in NIST 2008 speaker recognition evaluation

THE SRI NIST 2008 speaker recognition evaluation system

iFLY system for the NIST 2008 speaker recognition evaluation

Loquendo - Politecnico di Torino's 2008 NIST speaker recognition evaluation system

The effect of language factors for robust speaker recognition

A GMM supervector Kernel with the Bhattacharyya distance for SVM based speaker recognition

Exploiting prosodic information for Speaker Recognition

Comparing maximum a posteriori vector quantization and Gaussian mixture models in speaker verification

Evaluation of a fused FM and cepstral-based speaker recognition system on the NIST 2008 SRE

Support vector machines and Joint Factor Analysis for speaker verification

A comparison between sequence kernels for SVM speaker verification

Optimal learning of P-Layer additive F0 models with cross-validation

Efficient gradient F0 tree model for prosody modeling and unit-selection, applied for the embedded US English concatenative TTS

CART-based modeling of Chinese tonal patterns with a functional model tracing the fundamental frequency trajectories

Control of prosodic focus in corpus-based generation of fundamental frequency contours of Japanese based on the generation process model

New strategies for pronunciation by analogy

Iterative filtering of phonetic transcriptions of proper nouns

Optimization of text database using hierachical clustering

State mapping for cross-language speaker adaptation in TTS

Quality control of automatic labelling using HMM-based synthesis

Phoneme cluster based state mapping for text-independent voice conversion

Applying improved spectral modeling for High Quality voice conversion

WEB-derived pronunciations

A joint decoding algorithm for multiple-example-based addition of words to a pronunciation lexicon

Unsupervised acoustic and language model training with small amounts of labelled data

Unsupervised pronunciation validation

The use of acoustically detected filled and silent pauses in spontaneous speech recognition

Improved morphological decomposition for Arabic broadcast news transcription

Coping with out-of-vocabulary words: Open versus huge vocabulary asr

Generalization of specialized on-the-fly composition

Fast acoustic computations using graphics processors

Modeling characters versuswords for mandarin speech recognition

Data-driven lexicon expansion for Mandarin broadcast news and conversation speech recognition

A study on multilingual acoustic modeling for large vocabulary ASR

Factor analysis-based information integration for Arabic dialect identification

Voiced/unvoiced pattern-based duration modeling for language identification

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Gaussian Backend design for open-set language detection

Cross-validation of multiple language recognition systems using pseudo keys

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A low-complexity noise estimation algorithm based on smoothing of noise power estimation and estimation bias correction

Incorporating spectral subtraction and noise type for unvoiced speech segregation

An objective measure for the musical noise assessment in noise reduction systems

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Experimenting with a global decision tree for state clustering in automatic speech recognition systems

Improved clustered hierarchical tandem system with bottom-up processing

Discriminative pronounciation learning using phonetic decoder and minimum-classification-error criterion

Revisiting graphemes with increasing amounts of data

Phoneme recognition using spectral envelope and modulation frequency features

Context-dependent pronunciation modeling for Iraqi ASR

Training and adapting MLP features for Arabic speech recognition

Multi-layer ratio Semi-Definite Classifiers

Semi-tied covariance matrices for acoustic models based on random forests of phonetic decision trees

Refactoring acoustic models using variational density approximation

PHMM based asynchronous acoustic model for Chinese large vocabulary continuous speech recognition

Discriminative training of hierarchical acoustic models for large vocabulary continuous speech recognition

A sum-of-products model for effective coherent modulation filtering

Registration of multimodal data for estimating the parameters of an articulatory model

An analysis of articulatory-acoustic data based on articulatory strokes

From acoustics to Vocal Tract time functions

Applying discretized articulatory knowledge to dysarthric speech

Multi-microphone maximum a posteriori fundamental frequency estimation in the cepstral domain

Investigating glottal parameters for differentiating emotional categories with similar prosodics

Acoustic-based pitch-accent detection in speech: Dependence on word identity and insensitivity to variations inword usage

Glottal closure instant detection using Lines of Maximum Amplitudes (LOMA) of thewavelet transform

Perception-based objective speech quality assessment

Speaker recognition using syllable-based constraints for cepstral frame selection

High improvement of speaker identification and verification by combining MFCC and phase information

Perturbation and pitch normalization as enhancements to speaker recognition

Lattice-based MLLR for speaker recognition

Modeling instantaneous intonation for speaker identification using the fundamental frequency variation spectrum

On separating glottal source and vocal tract information in telephony speaker verification

Normalized minimum-redundancy and maximum-relevancy based feature selection for speaker verification systems

Speaker identification with whispered speech based on modified LFCC parameters and feature mapping

Automatic named identification of speakers using diarization and ASR systems

Main vowel domain tone modeling with lexical and prosodic analysis for Mandarin ASR

Automatic prosodic events detection using syllable-based acoustic and syntactic features

Bayesian feature enhancement using a mixture of unscented transformation for uncertainty decoding of noisy speech

Temporal contrast normalization and edge-preserved smoothing on temporal modulation structure for robust speech recognition

Stereo-based stochastic noise compensation based on trajectory GMMS

Improvements on minimum covariance based Spatial correlation Transformation

Emotion recognition from speech: Putting ASR in the loop

Detecting bandlimited audio in broadcast television shows

A speech fragment approach to localising multiple speakers in reverberant environments

Robust two-channel TDOA estimation for multiple speaker localization by using recursive ICA and a state coherence transform

Perceptual Time Varying Linear Prediction model for speech applications

Phonological features in discriminative classification of dysarthric speech

A study of pronunciation verification in a speech therapy application

Using information theory to detect voice activity

Modelling the prepausal lengthening effect for speech recognition: a dynamic Bayesian network approach

On the phonetic information in ultrasonic microphone signals

An auditory-based feature for robust speech recognition

Affine invariant features and their application to speech recognition

Using collective information in semi-supervised learning for speech recognition

Robust speech recognition based on structured modeling, irrelevant variability normalization and unsupervised online adaptation

Conversation detection in ambient telephony

Sparse imputation for noise robust speech recognition using soft masks

Robust speech feature extraction based on Gabor filtering and tensor factorization

Power level difference as a criterion for speech enhancement

Speech enhancement using minimum mean-square error estimation and a post-filter derived from vector quantization of clean speech

Monaural voiced speech segregation based on elaborate harmonic grouping strategy

Psychoacoustically-motivated adaptive β-order generalized spectral subtraction for cochlear implant patients

Psychoacoustically constrained and distortion minimized speech enhancement algorithm

Speech enhancement based on joint time-frequency segmentation

The effect of formant trajectories and phoneme durations on vowel intelligibility

Detection of stop landmarks using Gaussian mixture modeling of speech spectrum

Auditory coding based speech enhancement

Learning to maximize signal-to-noise ratio for reverberant speech segregation

Speaker dependency of spectral features and speech production cues for automatic emotion classification

Syntactically-informed models for comma prediction

Genre effects on automatic sentence segmentation of speech: A comparison of broadcast news and broadcast conversations

Combining discriminative re-ranking and co-training for parsing Mandarin speech transcripts

Learning on demand - course lecture distillation by information extraction and semantic structuring for spoken documents

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Acoustically discriminative training for language models

Maximizing global entropy reduction for active learning in speech recognition

Neural network based language models for highly inflective languages

Extensions of absolute discounting (Kneser-Ney method)

Efficacy of a constantly adaptive language modeling technique for web-scale applications

Exploiting user feedback for language model adaptation in meeting recognition

Restoring punctuation and capitalization in transcribed speech

Social correlates of turn-taking behavior

Spoken language understanding from unaligned data using discriminative classification models

Towards automatic argument diagramming of multiparity meetings

Learning the basic units in American Sign Language using discriminative segmental feature selection

Detecting real life anger

Contrasting emotion-bearing laughter types in multiparticipant vocal activity detection for meetings

A global optimization framework for meeting summarization

Spoken language interpretation: On the use of dynamic Bayesian networks for semantic composition

Query parsing for voice-enabled mobile local search

Part-of-speech histograms for genre classification of text

Robust word boundary detection in spontaneous speech using acoustic and lexical cues

A Bayesian NETWORKS approach for dialog modeling: The fusion BN

Statistical dialog management applied to WFST-based dialog systems

Spoken dialog strategy based on understanding graph search

Advances in syntax-based Malay-English speech translation

Language model parameter estimation using user transcriptions

Recent advances in SRI'S IraqComm™ Iraqi Arabic-English speech-to-speech translation system

An EM algorithm for SCFG in formal syntax-based translation

Resampling auxiliary data for language model adaptation in machine translation for speech

Incorporating monolingual corpora into bilingual latent semantic analysis for crosslingual LM adaptation

Phase based features for cognitive load measurement system

Automatic evaluation of spoken english fluency

Exploring the automatic mispronunciation detection of confusable phones for mandarin

Objective evaluation of English learners' timing control based on a measure reflecting perceptual characteristics

Automatic pronunciation error detection based on linguistic knowledge and pronunciation space

An efficient mispronounciation detction method using GLDS-SVM and formant enhanced features

Syllable nucleus Durations Estimation using Linear Regression based ensemble model

Chinese intonation assessment using SEV features

Formant-based technique for automatic filled-pause detection in spontaneous spoken english

Automatic pronunciation verification of english letter-names for early literacy assessment of preliterate children

Improving mispronunciation detection using machine learning

A factor automaton approach for the forced alignment of long speech recordings

An audio indexing system for election video material

Improving multi-lattice alignment based spoken keyword spotting

Spoken term detection using fast phonetic decoding

Efficient subword lattice retrieval for German spoken term detection

Posterior-based confidence measures for spoken term detection

Improved lattice-based spoken document retrieval by directly learning from the evaluation measures

Mobile media search

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A weighted logarithmic merit function for canonical correlation analysis

Content Provider	IEEE Xplore Digital Library
Author	Hasan, M.A.
Copyright Year	2009
Description	Author affiliation: Department of Electrical & Computer Engineering, University of Minnesota Duluth, USA (Hasan, M.A.)
Abstract	A weighted logarithmic merit function that incorporates a diagonal matrix is utilized for deriving a gradient dynamical system that converges to the actual canonical correlation coordinates of arbitrary data matrices. The equilibrium points of the resulting gradient system are determined and their stability is thoroughly analyzed. Qualitative properties of the proposed systems are analyzed in detail including the limit of solutions as time approaches infinity. The performance of this system is also examined.
Starting Page	1741
Ending Page	1744
File Size	134862
Page Count	4
File Format	PDF
ISBN	9781424423538
ISSN	15206149
DOI	10.1109/ICASSP.2009.4959940
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2009-04-19
Publisher Place	Taiwan
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Matrix decomposition Data engineering Stability analysis H infinity control Symmetric matrices Calculus Computed tomography Image analysis Information analysis Signal analysis matrix calculus Canonical correlation analysis(CCA) SVD gradient dynamical system unconstrained optimization
Content Type	Text
Resource Type	Article

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