headshot

Amro El-Jaroudi

Associate Professor
Electrical and Computer Engineering

overview

Performed research in the area of digital processing in speech signals, including: discrete spectral modeling of speech signals, the application of a new modeling technique to speech analysis/synthesis and recognition, and the application of time-scale modification to speech coding.

about

(1993) 'Beitle-Veltri Memorial Award' for outstanding teaching.

(1990 - 1991) 'Outstanding Teacher in Electrical Engineering'.

Ph.D., Electrical Engineering, Northeastern University, 1988

M.S., Electrical Engineering; Concentration: Computer and Digital Signal Processing, Northeastern University, 1984

Undergraduate in Electrical Engineering; Concentration: Computer Engineering, Northeastern University, 1984

Dudik, J.M., Coyle, J.L., El-Jaroudi, A., Mao, Z.H., Sun, M., & Sejdic, E. (2018). Deep learning for classification of normal swallows in adults. NEUROCOMPUTING, 285, 1-9.Elsevier BV. doi: 10.1016/j.neucom.2017.12.059.

Dudik, J.M., Coyle, J.L., EI-Jaroudi, A., Sun, M., & Sejdic, E. (2016). A matched dual-tree wavelet denoising for tri-axial swallowing vibrations. BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 27, 112-121.Elsevier BV. doi: 10.1016/j.bspc.2016.01.012.

El-Jaroudi, A., Emresoy, M.K., Stanković, L.J., Hussain, Z.M., Boashash, B., O'Shea, P.J., Barkat, B., Sucic, V., Lerga, J., Rankine, L.J., Djurović, I., Simeunović, M., Djukanović, S., & Ristic, B. (2016). Instantaneous Frequency Estimation and Localization. In Time-Frequency Signal Analysis and Processing. (pp. 575-635).Elsevier. doi: 10.1016/b978-0-12-398499-9.00010-8.

Tantibundhit, C., Boston, J.R., Li, C.C., Durrant, J.D., Shaiman, S., Kovacykc, K., & El-Jaroudi, A. (2007). New signal decomposition method based speech enhancement. SIGNAL PROCESSING, 87(11), 2607-2628.Elsevier BV. doi: 10.1016/j.sigpro.2007.04.014.

Yoo, S.D., Boston, J.R., El-Jaroudi, A., Li, C.C., Durrant, J.D., Kovacyk, K., & Shaiman, S. (2007). Speech signal modification to increase intelligibility in noisy environments. JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA, 122(2), 1138-1149.Acoustical Society of America (ASA). doi: 10.1121/1.2751257.

Hussain, Z.M., & Boashash, B. (2003). Instantaneous Frequency Estimation and Localization. In Time Frequency Analysis. (pp. 421-464).Elsevier. doi: 10.1016/b978-008044335-5/50031-0.

Shah, S.I., El-jaroudi, A., Loughlin, P., & Chaparro, L.F. (2000). Signal Synthesis and Positive TFDs. J. of the Franklin Institute, 337(4), 317-328.

Shah, S.I., El-Jaroudi, A., Loughlin, P.J., & Chaparro, L.F. (2000). Signal synthesis and positive time-frequency distributions. JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 337(4), 317-328.Elsevier BV. doi: 10.1016/S0016-0032(00)00037-5.

Billa, J., Colhurst, T., El-Jaroudi, A., Iyer, R., Ma, K., Matsoukas, S., Quillen, C., Richardson, F., Siu, M., Zavaliagkos, G., & Gish, H. (1999). Recent experiments in large vocabulary conversational speech recognition. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 1, 41-44.

Emresoy, M.K., & El-Jaroudi, A. (1999). Evolutionary spectrum estimation by positivity constrained deconvolution. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 47(3), 889-893.Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/78.747798.

Shah, S.I., Chaparro, L.F., & El-Jaroudi, A. (1999). Generalized transfer function estimation using evolutionary spectral deblurring. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 47(8), 2335-2339.Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/78.774782.

Akgul, T., & El-jaroudi, A. (1998). Reconstruction of Mixed-Phase Signals from Sum-of-Autotriplecorrelations Using Least Squares. IEEE Transactions on Signal Processing, 41(1), 250-254.

Akgul, T., & El-Jaroudi, A. (1998). Reconstruction of mixed-phase signals from sum-of-autotriplecorrelations using least squares. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 46(1), 250-254.Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/78.651230.

Billa, J., & El-Jaroudi, A. (1998). An analysis of the effect of basilar membrane nonlinearities on noise suppression. JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA, 103(5), 2691-2705.Acoustical Society of America (ASA). doi: 10.1121/1.422789.

Emresoy, M.K., & El-Jaroudi, A. (1998). Iterative instantaneous frequency estimation and adaptive matched spectrogram. SIGNAL PROCESSING, 64(2), 157-165.Elsevier BV. doi: 10.1016/S0165-1684(97)00183-7.

Lin, C.C., & El-Jaroudi, A. (1998). An algorithm to determine the feasibilities and weights of two-layer perceptrons for partitioning and classification. PATTERN RECOGNITION, 31(11), 1613-1625.Elsevier BV. doi: 10.1016/S0031-3203(98)00013-2.

Shah, S.I., Chaparro, L.F., El-jaroudi, A., & Furman, J. (1998). Evolutionary Maximum Entropy and Heart Rate Variability Analysis. Multi Dimensional Systems and Signal Processing, 9(4), 453-458.

Shah, S.I., Chaparro, L.F., El-Jaroudi, A., & Furman, J.M. (1998). Evolutionary maximum entropy spectral estimation and heart rate variability analysis. MULTIDIMENSIONAL SYSTEMS AND SIGNAL PROCESSING, 9(4), 453-458.Springer Science and Business Media LLC. doi: 10.1023/A:1008435130351.

Akgul, T., El-Jaroudi, A., & Simaan, M.A. (1997). Multiscale deconvolution of sensor array signals via sum-of-cumulants. IEEE Transactions on Signal Processing, 45(6), 1656-1659.Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/78.600008.

Akgül, T., El-Jaroudi, A., & Simaan, M.A. (1997). Multi-scale deconvolution of sensor array signals. Signal Processing, 57(1), 35-42.Elsevier BV. doi: 10.1016/s0165-1684(97)00184-9.

Emresoy, M.K., & El-Jaroudi, A. (1997). Evolutionary Burg spectral estimation. IEEE Signal Processing Letters, 4(6), 173-175.Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/97.586040.

Shah, S.I., Loughlin, P.J., Chaparro, L.F., & ElJaroudi, A. (1997). Informative priors for minimum cross-entropy positive time-frequency distributions. IEEE SIGNAL PROCESSING LETTERS, 4(6), 176-177.Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/97.586041.

Vasko, R.C., Brunner, D.P., Monahan, J.P., Doman, J., Boston, J.R., ElJaroudi, A., Miewald, J., Buysse, D.J., Reynolds, C.F., & Kupfer, D.J. (1997). Power spectral analysis of EEG in a multiple-bedroom, multiple-polygraph sleep laboratory. INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS, 46(3), 175-184.Elsevier BV. doi: 10.1016/S1386-5056(97)00064-6.

Vasko, R.C., El-Jaroudi, A., Boston, J.R., & Rudy, T.E. (1997). Hidden Markov model topology estimation to characterize the dynamic structure of repetitive lifting data. Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings, 4, 1725-1728.

Billa, J., & El-Jaroudi, A. (1996). A method of generating objective functions for probability estimation. Engineering Applications of Artificial Intelligence, 9(2), 205-208.Elsevier BV. doi: 10.1016/0952-1976(95)00068-2.

Detka, C.S., & El-Jaroudi, A. (1996). The generalized evolutionary spectrum. IEEE Transactions on Signal Processing, 44(11), 2877-2881.Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/78.542447.

ElJaroudi, A., Redfern, M.S., Chaparro, L.F., & Furman, J.M. (1996). The application of time-frequency methods to the analysis of postural sway. PROCEEDINGS OF THE IEEE, 84(9), 1312-1318.Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/5.535249.

KAYHAN, A.S., ELJAROUDI, A., & CHAPARRO, L.F. (1995). DATA-ADAPTIVE EVOLUTIONARY SPECTRAL ESTIMATION. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 43(1), 204-213.Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/78.365300.

Petrus, B., & El-Jaroudi, A. (1995). Automatic recognition of fast and slow phases in nystagmic eye movements using a neural network. Engineering Applications of Artificial Intelligence, 8(2), 191-199.Elsevier BV. doi: 10.1016/0952-1976(94)00063-s.

SCHUMANN, T., REDFERN, M.S., FURMAN, J.M., ELJAROUDI, A., & CHAPARRO, L.F. (1995). TIME-FREQUENCY ANALYSIS OF POSTURAL SWAY. JOURNAL OF BIOMECHANICS, 28(5), 603-607.Elsevier BV. doi: 10.1016/0021-9290(94)00113-I.

KAYHAN, A.S., ELJAROUDI, A., & CHAPARRO, L.F. (1994). EVOLUTIONARY PERIODOGRAM FOR NONSTATIONARY SIGNALS. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 42(6), 1527-1536.Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/78.286968.

Ghiselli-Crippa, T., & El-Jaroudi, A. (1993). A fast neural net training algorithm and its application to speech classification. Engineering Applications of Artificial Intelligence, 6(6), 549-557.Elsevier BV. doi: 10.1016/0952-1976(93)90051-x.

Molinari, R., & El-jaroudi, A. (1993). Complex Decision Boundaries Using Single Layer Neural Nets. Journal of Engineering Applications of Artificial Intelligence, 6(5), 479-484.

Molinari, R., & El-Jaroudi, A. (1993). The neural tree classifier: Complex decision boundaries with single-layer nets. Engineering Applications of Artificial Intelligence, 6(5), 479-484.Elsevier BV. doi: 10.1016/0952-1976(93)90009-m.

Totarong, P., & El-Jaroudi, A. (1993). Robust high-resolution direction-of-arrival estimation via signal eigenvector domain. IEEE Journal of Oceanic Engineering, 18(4), 491-499.Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/48.262299.

El-Jaroudi, A., & Makhoul, J. (1991). Discrete all-pole modeling. IEEE Transactions on Signal Processing, 39(2), 411-423.Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/78.80824.

Makhoul, J., & El-Jaroudi, A. (1991). A geometric characterization of positive definite sequences and of the Fourier transform. IEEE Transactions on Signal Processing, 39(8), 1903-1907.Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/78.91163.

Makhoul, J., El-jaroudi, A., & Schwartz, R. (1991). Classification Capabilities of Two-Layer Neural Networks. IEEE Transactions on Signal Processing, 39(6), 1435-1439.

Yoo, S., Boston, J.R., Durrant, J.D., Kovacyk, K., Karn, S., Shaiman, S., El-Jaroudi, A., & Li, C.C. (2015). Relative energy and intelligibility of transient speech components. In European Signal Processing Conference, 06-10-September-2004, (pp. 1031-1034).

Bucci, B., Vipperman, J., & El-Jaroudi, A. (2008). Bayesian military impulse noise classifer. In ASME International Mechanical Engineering Congress and Exposition, Proceedings, 9 PART A, (pp. 7-11).

Bucci, B., Vipperman, J., & El-Jaroudi, A. (2007). Bayesian Military Impulse Noise Classifier. In Volume 9: Mechanical Systems and Control, Parts A, B, and C, 9, (pp. 7-11).ASMEDC. doi: 10.1115/imece2007-41700.

Tantibundhit, C., Boston, J.R., Li, C.C., Durrant, J.D., Shaiman, S., Kovacyk, K., & El-Jaroudi, A. (2006). Speech enhancement using transient speech components. In ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 1.

Sungyub Yoo, Boston, J.R., Durrant, J., Kovacyk, K., Karn, S., Shaiman, S., El-Jaroudi, A., & Ching-Chung Li. (2005). Relative Energy And Intelligibility Of Transient Speech Information. In Proceedings. (ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005., I, (pp. 69-72).IEEE. doi: 10.1109/icassp.2005.1415052.

Sungyub Yoo, Boston, J.R., Durrant, J.D., Kovacyk, K., Karn, S., Shaiman, S., El-Jaroudi, A., & Ching-Chung Li. (2005). Speech enhancement based on transient speech information. In IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2005., (pp. 62-65).IEEE. doi: 10.1109/aspaa.2005.1540169.

Tantibundhit, C., Boston, J.R., Ching Chung Li, & El-Jaroudi, A. (2005). Automatic speech decomposition and speech coding using MDCT-based hidden Markov chain and wavelet-based hidden Markov tree models. In IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2005., (pp. 207-210).IEEE. doi: 10.1109/aspaa.2005.1540206.

Dognin, P.L., & El-Jaroudi, A. (2003). Speaker normalization with the band-pass transform. In Conference Record of the Asilomar Conference on Signals, Systems and Computers, 2, (pp. 1894-1899).

Dognin, P.L., & El-Jaroudi, A. (2003). A new spectral transformation for speaker normalization. In EUROSPEECH 2003 - 8th European Conference on Speech Communication and Technology, (pp. 1865-1868).

Dognin, P., El-Jaroudi, A., & Billa, J. (2000). Parameter optimization for vocal tract length normalization. In 2000 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.00CH37100), 3, (pp. 1767-1770).IEEE. doi: 10.1109/icassp.2000.862095.

El-Jaroudi, A. (2000). Minimum entropy time-frequency distributions. In IEEE Signal Processing Workshop on Statistical Signal and Array Processing, SSAP, (pp. 603-606).

Emresoy, M.K., & El-Jaroudi, A. (1998). Evolutionary spectrum estimation by positivity constrained deconvolution. In Proceedings of the IEEE-SP International Symposium on Time-Frequency and Time-Scale Analysis, (pp. 669-672).

Emresoy, M.K., & El-Jaroudi, A. (1998). Evolutionary spectrum estimation by deconvolving bilinear time-frequency distributions. In Advanced Signal Processing Algorithms, Architectures, and Implementations VIII, 3461, (pp. 152-158).SPIE. doi: 10.1117/12.325675.

Shah, S.I., Chaparro, L.F., & El-Jaroudi, A. (1998). Generalized transfer function estimation using evolutionary spectral deblurring. In Proceedings of the 1998 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP '98 (Cat. No.98CH36181), 4, (pp. 2401-2404).IEEE. doi: 10.1109/icassp.1998.681634.

Shah, S.I., El-Jaroudi, A., Loughlin, P.J., & Chaparro, L.F. (1998). Signal synthesis and positive time frequency distributions. In Proceedings of the IEEE-SP International Symposium on Time-Frequency and Time-Scale Analysis, (pp. 17-19).

Zavaliagkos, G., McDonough, J., Miller, D., El-Jaroudi, A., Billa, J., Richardson, F., Ma, K., Siu, M., & Gish, H. (1998). The BBN Byblos 1997 large vocabulary conversational speech recognition system. In Proceedings of the 1998 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP '98 (Cat. No.98CH36181), 2, (pp. 905-908).IEEE. doi: 10.1109/icassp.1998.675412.

Emresoy, M.K., & El-Jaroudi, A. (1997). Iterative estimation of instantaneous frequency and adaptive spectrogram. In Advanced Signal Processing: Algorithms, Architectures, and Implementations VII, 3162, (pp. 172-179).SPIE. doi: 10.1117/12.284186.

Vasko, R.C., El-Jaroudi, A., & Boston, J.R. (1997). Application of hidden Markov model topology estimation to repetitive lifting data. In ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 5, (pp. 4073-4076).

Vasko, R.C., El-Jaroudi, A., & Boston, J.R. (1996). Algorithm to determine hidden Markov model topology. In ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 6, (pp. 3577-3580).

Detka, C.S., & El-Jaroudi, A. (1995). Variable frequency evolutionary spectrum. In ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 3, (pp. 1553-1556).

Grumbine, M., Petrus, B., El-Jaroudi, A., & Collura, J. (1995). Discrete All-Pole Modeling Using Higher Order Spectra. In Proceedings. IEEE Workshop on Speech Coding for Telecommunications, (pp. 55-56).IEEE. doi: 10.1109/scft.1995.658124.

Akgul, T., El-Jaroudi, A., & Simaan, M. (1994). Deconvolution of sensor array signals using time-scaling. In Proceedings of ICASSP '94. IEEE International Conference on Acoustics, Speech and Signal Processing, 2, (pp. II365-II368).IEEE. doi: 10.1109/icassp.1994.389645.

Coit, D.W., Billa, J., Leonard, D., Smith, A.E., Clark, W., & El-Jaroudi, A. (1994). Wave solder process control modeling using a neural network approach. In Artificial Neural Networks in Engineering - Proceedings (ANNIE'94), 4, (pp. 999-1004).

Detka, C.S., & El-Jaroudi, A. (1994). Evolutionary periodogram: An iterative time-frequency estimator. (pp. 17-20).

Detka, C.S., & El-Jaroudi, A. (1994). The Chirped Evolutionary Spectrum. In IEEE Seventh SP Workshop on Statistical Signal and Array Processing, (pp. 239-242).IEEE. doi: 10.1109/ssap.1994.572488.

Detka, C.S., & El-Jaroudi, A. (1994). The transitory evolutionary spectrum. In Proceedings of ICASSP '94. IEEE International Conference on Acoustics, Speech and Signal Processing, 4, (pp. IV289-IV292).IEEE. doi: 10.1109/icassp.1994.389796.

Detka, C.S., Loughlin, P., & El-Jaroudi, A. (1994). On Combining Evolutionary Spectral Estimates. In IEEE Seventh SP Workshop on Statistical Signal and Array Processing, (pp. 243-246).IEEE. doi: 10.1109/ssap.1994.572489.

El-Jaroudi, A., Akgul, T., & Simaan, M. (1994). Application of higher order spectra to multi-scale deconvolution of sensor array signals. In Proceedings of ICASSP '94. IEEE International Conference on Acoustics, Speech and Signal Processing, 4, (pp. IV413-IV416).IEEE. doi: 10.1109/icassp.1994.389792.

Lin, C.C., & El-Jaroudi, A. (1994). Study on the partitioning capabilities of two-layer neural networks. In IEEE International Conference on Neural Networks - Conference Proceedings, 1, (pp. 360-365).

Loughlin, P., Schumann, T., Redfern, M., Furman, J., Chaparro, L., & El-Jaroudi, A. (1994). Time-frequency analysis of postural sway. In Proceedings of 1994 28th Asilomar Conference on Signals, Systems and Computers, 1, (pp. 378-382).IEEE Comput. Soc. Press. doi: 10.1109/acssc.1994.471480.

Shah, S.I., Chaparro, L.F., & El-Jaroudi, A. (1994). Properties of the Evolutionary Maximum Entropy Spectral Estimator. In IEEE Seventh SP Workshop on Statistical Signal and Array Processing, (pp. 263-266).IEEE. doi: 10.1109/ssap.1994.572494.

Vasko, R., Boston, I.R., El-Jaroudi, A., & Rudy, T.E. (1993). Multi-dimensional time series model of repetitive dynamic lifting. In Proceedings of the Annual Conference on Engineering in Medicine and Biology, 15(pt 3), (pp. 1175-1176).

Akgul, T., El-Jaroudi, A., & Simaan, M.A. (1992). A novel solution to multi-scale deconvolution of sensor array signals. In [1992] IEEE Sixth SP Workshop on Statistical Signal and Array Processing, (pp. 477-480).IEEE. doi: 10.1109/ssap.1992.246888.

Detka, C., El-Jaroudi, A., & Chaparro, L.F. (1992). Evolutionary Periodogram and Bilinear Distributions as Evolutionary Spectral Estimators. In The Digital Signal Processing workshop, (pp. 1.2.1-1.2.2).IEEE. doi: 10.1109/dspws.1992.665511.

Ghiselli-Crippa, T., & El-Jaroudi, A. (1992). Voiced-unvoiced-silence classification of speech using neural nets. In Proceedings. IJCNN - International Joint Conference on Neural Networks, (pp. 851-856).

Kayhan, S.A., Chapparro, L.F., & El-Jaroudi, A. (1992). Wold-Cramer evolutionary spectral estimators. In [1992] Proceedings of the IEEE-SP International Symposium on Time-Frequency and Time-Scale Analysis, (pp. 115-118).IEEE. doi: 10.1109/tftsa.1992.274222.

Molinari, R., & El-Jaroudi, A. (1992). Complex decision boundaries using tree connected single layer nets. In [1992] Proceedings of the 35th Midwest Symposium on Circuits and Systems, 1992-August, (pp. 883-886).IEEE. doi: 10.1109/mwscas.1992.271183.

Pian Totarong, & El-Jaroudi, A. (1992). Robust DOA Estimation Of Coherent Sources Via Eigenvector Space Analysis. In OCEANS 92 Proceedings@m_Mastering the Oceans Through Technology, 1, (pp. 420-425).IEEE. doi: 10.1109/oceans.1992.612728.

Totarong, P., & El-Jaroudi, A. (1992). DOA estimation via eigenvector domain harmonic analysis. In [1992] Proceedings of the 35th Midwest Symposium on Circuits and Systems, 1992-August, (pp. 966-969).IEEE. doi: 10.1109/mwscas.1992.271136.

Totarong, P., & El-Jaroudi, A. (1992). A novel approach for robust high-resolution DOA estimation. In [1992] IEEE Sixth SP Workshop on Statistical Signal and Array Processing, (pp. 366-369).IEEE. doi: 10.1109/ssap.1992.246774.

Akgul, T., & El-Jaroudi, A. (1991). Discrete all-pole modeling using higher-order spectra. In [Proceedings] ICASSP 91: 1991 International Conference on Acoustics, Speech, and Signal Processing, 5, (pp. 3493-3496).IEEE. doi: 10.1109/icassp.1991.150207.

Ghiselli-Crippa, T., & El-Jaroudi, A. (1991). A fast neural net training algorithm and its application to voiced-unvoiced-silence classification of speech. In [Proceedings] ICASSP 91: 1991 International Conference on Acoustics, Speech, and Signal Processing, 1, (pp. 441-444).IEEE. doi: 10.1109/icassp.1991.150371.

Kayhan, A.S., El-Jaroudi, A., & Chaparro, L.F. (1991). Minimum-variance evolutionary spectral estimation of nonstationary signals. In [Proceedings] ICASSP 91: 1991 International Conference on Acoustics, Speech, and Signal Processing, 5, (pp. 3165-3168).IEEE. doi: 10.1109/icassp.1991.150127.

El-Jaroudi, A., & Makhoul, J. (1990). A new error criterion for posterior probability estimation with neural nets. In 1990 IJCNN International Joint Conference on Neural Networks, (pp. 185-192).IEEE. doi: 10.1109/ijcnn.1990.137843.

El-Jaroudi, A., & Makhoul, J. (1990). Speech analysis using discrete spectral modeling. In Midwest Symposium on Circuits and Systems, (pp. 85-88).

El-Jaroudi, A., & Makhoul, J. (1989). Discrete pole-zero modeling and applications. In ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 4, (pp. 2162-2165).

Makhoul, El-Jaroudi, & Schwartz. (1989). Formation of disconnected decision regions with a single hidden layer. In International Joint Conference on Neural Networks, (pp. 455-460).IEEE. doi: 10.1109/ijcnn.1989.118619.

Makhoul, J., Schwartz, R., & El-Jaroudi, A. (1989). Classification capabilities of two-layer neural nets. In ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 1, (pp. 635-638).

Makhoul, J., & El-Jaroudi, A. (1988). Volume of the space of finite autocorrelations. (pp. 283-288).

El-Jaroudi, A., & Makhoul, J. (1987). DISCRETE ALL-POLE MODELING FOR VOICED SPEECH. In ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, (pp. 320-323).

Makhoul, J., & El-Jaroudi, A. (1986). TIME-SCALE MODIFICATION IN MEDIUM TO LOW RATE SPEECH CODING. In ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, (pp. 1705-1708).

Research interests

Digital Signal Processing
Filter design
Neural net algorithms with...
Spectral Estimation