A geometric approach to spectral subtraction
Speech Communication
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Noise suppression using one-regular unimodular filterbanks
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Noise robust features for speech/music discrimination in real-time telecommunication
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Speech enhancement using adaptive empirical mode decomposition
DSP'09 Proceedings of the 16th international conference on Digital Signal Processing
Low-delay noise estimation based on spectrum ripples and minimum statistics in adverse environments
DSP'09 Proceedings of the 16th international conference on Digital Signal Processing
DSP'09 Proceedings of the 16th international conference on Digital Signal Processing
On optimal frequency-domain multichannel linear filtering for noise reduction
IEEE Transactions on Audio, Speech, and Language Processing
Speech enhancement using harmonic emphasis and adaptive comb filtering
IEEE Transactions on Audio, Speech, and Language Processing
Discrete cosine transform particle filter speech enhancement
Speech Communication
Noise estimation using mean square cross prediction error for speech enhancement
IEEE Transactions on Circuits and Systems Part I: Regular Papers
Speech enhancement with inventory style speech resynthesis
IEEE Transactions on Audio, Speech, and Language Processing
Evaluating source separation algorithms with reverberant speech
IEEE Transactions on Audio, Speech, and Language Processing - Special issue on processing reverberant speech: methodologies and applications
Enhancement of noisy speech by temporal and spectral processing
Speech Communication
Perceptual improvement of Wiener filtering employing a post-filter
Digital Signal Processing
Over-attenuated components regeneration for speech enhancement
IEEE Transactions on Audio, Speech, and Language Processing
EURASIP Journal on Advances in Signal Processing - Special issue on robust processing of nonstationary signals
An improved noise-robust voice activity detector based on hidden semi-Markov models
Pattern Recognition Letters
Bayesian marginal statistics for speech enhancement using log Gabor wavelet
International Journal of Speech Technology
International Journal of Speech Technology
Generalized gamma distributed Bayesian estimator under speech presence probability
ACS'11 Proceedings of the 11th WSEAS international conference on Applied computer science
Impact of SNR and gain-function over- and under-estimation on speech intelligibility
Speech Communication
Reconstruction of speech signals from their unpredictable points manifold
NOLISP'11 Proceedings of the 5th international conference on Advances in nonlinear speech processing
Effects of intra-frame noise smoothing on speech enhancement algorithms
NOLISP'11 Proceedings of the 5th international conference on Advances in nonlinear speech processing
The pre-image problem and kernel PCA for speech enhancement
NOLISP'11 Proceedings of the 5th international conference on Advances in nonlinear speech processing
Morphological processing of spectrograms for speech enhancement
NOLISP'11 Proceedings of the 5th international conference on Advances in nonlinear speech processing
Non-intrusive speech quality assessment with support vector regression
MMM'10 Proceedings of the 16th international conference on Advances in Multimedia Modeling
International Journal of Speech Technology
On the ability of adaptation of speech signals and data hiding
Expert Systems with Applications: An International Journal
Non-intrusive speech quality assessment using several combinations of auditory features
International Journal of Speech Technology
Compressive speech enhancement
Speech Communication
An efficient solution to improve the spectral noise suppression rules
Digital Signal Processing
International Journal of Speech Technology
Perceptual subspace speech enhancement using variance of the reconstruction error
Digital Signal Processing
A coherence-based noise reduction algorithm for binaural hearing aids
Speech Communication
International Journal of Speech Technology
International Journal of Speech Technology
Speech Intelligibility Prediction Based on Mutual Information
IEEE/ACM Transactions on Audio, Speech and Language Processing (TASLP)
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In this paper, we evaluate the performance of several objective measures in terms of predicting the quality of noisy speech enhanced by noise suppression algorithms. The objective measures considered a wide range of distortions introduced by four types of real-world noise at two signal-to-noise ratio levels by four classes of speech enhancement algorithms: spectral subtractive, subspace, statistical-model based, and Wiener algorithms. The subjective quality ratings were obtained using the ITU-T P.835 methodology designed to evaluate the quality of enhanced speech along three dimensions: signal distortion, noise distortion, and overall quality. This paper reports on the evaluation of correlations of several objective measures with these three subjective rating scales. Several new composite objective measures are also proposed by combining the individual objective measures using nonparametric and parametric regression analysis techniques.