Topic · Speech and Audio Processing
Most cited papers in Speech and Audio Processing
What are the most cited papers in Speech and Audio Processing?
The most cited paper in Speech and Audio Processing is "Savitzky-Golay Smoothing Filters" (William H. Press, Saul A. Teukolsky, 1990), with 11,772 citations. Next come "Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups" (10,453) and "Librispeech: An ASR corpus based on public domain audio books" (6,112).
Showing 50 of 100 papers. Every paper with more than 1,357 citations is listed.
| # | Paper | ||
|---|---|---|---|
| 1 | Savitzky-Golay Smoothing Filters William H. Press, Saul A. Teukolsky · Computers in Physics | Nov 1990 | 11,772 |
| 2 | Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups Geoffrey E. Hinton, Li Deng, Dong Yu et al. · IEEE Signal Processing Magazine | 19 Oct 2012 | 10,453 |
| 3 | Librispeech: An ASR corpus based on public domain audio books Vassil Panayotov, Guoguo Chen, Daniel Povey et al. | Apr 2015 | 6,112 |
| 4 | Adaptive Mixtures of Local Experts Robert A. Jacobs, Michael I. Jordan, Steven J. Nowlan et al. · Neural Computation | Feb 1991 | 5,316 |
| 5 | Kaldi Speech Recognition Toolkit Daniel Povey · Infoscience (Ecole Polytechnique Fédérale de Lausanne) | 2024 | 4,890 |
| 6 | An introduction to hidden Markov models L. R. Rabiner, Biing-Hwang Fred Juang · IEEE ASSP Magazine | 1986 | 4,826 |
| 7 | Two decades of array signal processing research: the parametric approach Hamid Krim, Mats Viberg · IEEE Signal Processing Magazine | Jul 1996 | 4,756 |
| 8 | Suppression of acoustic noise in speech using spectral subtraction S. Boll · IEEE Transactions on Acoustics Speech and Signal Processing | Apr 1979 | 4,674 |
| 9 | Some Experiments on the Recognition of Speech, with One and with Two Ears E. Colin Cherry · The Journal of the Acoustical Society of America | Sep 1953 | 4,649 |
| 10 | The generalized correlation method for estimation of time delay C. Knapp, G. Carter · IEEE Transactions on Acoustics Speech and Signal Processing | Aug 1976 | 4,441 |
| 11 | Speaker Verification Using Adapted Gaussian Mixture Models Douglas A. Reynolds, Thomas F. Quatieri, Robert B. Dunn · Digital Signal Processing | 2000 | 4,288 |
| 12 | Adaptive noise cancelling: Principles and applications Bernard Carlos Widrow, John R. Glover, J. McCool et al. · Proceedings of the IEEE | 1975 | 3,948 |
| 13 | Beamforming: a versatile approach to spatial filtering B.D. Van Veen, K.M. Buckley · IEEE ASSP Magazine | Apr 1988 | 3,907 |
| 14 | Speech enhancement using a minimum mean-square error log-spectral amplitude estimator Y. Ephraim, D. Malah · IEEE Transactions on Acoustics Speech and Signal Processing | Apr 1985 | 3,778 |
| 15 | SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition Daniel Park, William Chan, Yu Zhang et al. | 13 Sep 2019 | 3,629 |
| 16 | Front-End Factor Analysis for Speaker Verification Najim Dehak, Patrick J Kenny, Réda Dehak et al. · IEEE Transactions on Audio Speech and Language Processing | 10 Aug 2010 | 3,614 |
| 17 | Perceptual evaluation of speech quality (PESQ)-a new method for speech quality assessment of telephone networks and codecs Antony W. Rix, John G. Beerends, M. P. Hollier et al. | 13 Nov 2002 | 3,235 |
| 18 | Speech Recognition with Primarily Temporal Cues Robert V. Shannon, Fan‐Gang Zeng, Vivek Kamath et al. · Science | 13 Oct 1995 | 3,139 |
| 19 | Context-Dependent Pre-Trained Deep Neural Networks for Large-Vocabulary Speech Recognition George E. Dahl, Dong Yu, Li Deng et al. · IEEE Transactions on Audio Speech and Language Processing | 6 Apr 2011 | 3,099 |
| 20 | Audio Set: An ontology and human-labeled dataset for audio events Jort Florent Gemmeke, Daniel P. W. Ellis, Dylan Freedman et al. | Mar 2017 | 3,098 |
| 21 | Locating the nodes: cooperative localization in wireless sensor networks Neal Patwari, Joshua N. Ash, Spyros Kyperountas et al. · IEEE Signal Processing Magazine | 28 Jun 2005 | 3,059 |
| 22 | Performance measurement in blind audio source separation Emmanuel Vincent, Rémi Gribonval, Cédric Févotte · IEEE Transactions on Audio Speech and Language Processing | 21 Jun 2006 | 2,983 |
| 23 | Conformer: Convolution-augmented Transformer for Speech Recognition Anmol Gulati, James Qin, Chung‐Cheng Chiu et al. | 25 Oct 2020 | 2,892 |
| 24 | Speech enhancement using a minimum-mean square error short-time spectral amplitude estimator Y. Ephraim, D. Malah · IEEE Transactions on Acoustics Speech and Signal Processing | Dec 1984 | 2,877 |
| 25 | Robust text-independent speaker identification using Gaussian mixture speaker models D.A. Reynolds, Richard Cameron Rose · IEEE Transactions on Speech and Audio Processing | 1995 | 2,877 |
| 26 | Musical genre classification of audio signals George Tzanetakis, Patrick D. Cook · IEEE Transactions on Speech and Audio Processing | Jul 2002 | 2,829 |
| 27 | A blind source separation technique using second-order statistics Adel Belouchrani, Karim Abed‐Meraim, J.-F. Cardoso et al. · IEEE Transactions on Signal Processing | 1997 | 2,799 |
| 28 | Localization of brain electrical activity via linearly constrained minimum variance spatial filtering B.D. Van Veen, Wim van Drongelen, Moshe Yuchtman et al. · IEEE Transactions on Biomedical Engineering | 1997 | 2,787 |
| 29 | Blind beamforming for non-gaussian signals J.-F. Cardoso, Antoine Souloumiac · IEE Proceedings F Radar and Signal Processing | 1993 | 2,749 |
| 30 | X-Vectors: Robust DNN Embeddings for Speaker Recognition DAVID E. SNYDER, Daniel Garcia-Romero, Gregory Sell et al. | Apr 2018 | 2,725 |
| 31 | Phoneme recognition using time-delay neural networks Alexander H. Waibel, Toshiyuki Hanazawa, Geoffrey E. Hinton et al. · IEEE Transactions on Acoustics Speech and Signal Processing | Mar 1989 | 2,662 |
| 32 | Opensmile Florian Eyben, Martin Wöllmer, Björn Wolfgang Schuller | 25 Oct 2010 | 2,654 |
| 33 | Perceptual linear predictive (PLP) analysis of speech Hynek Heřmanský · The Journal of the Acoustical Society of America | Apr 1990 | 2,551 |
| 34 | CNN architectures for large-scale audio classification Shawn Hershey, Sourish Chaudhuri, Daniel P. W. Ellis et al. | Mar 2017 | 2,540 |
| 35 | A simple and efficient estimator for hyperbolic location Y.T. Chan, K. C. Ho · IEEE Transactions on Signal Processing | 1994 | 2,535 |
| 36 | VoxCeleb2: Deep Speaker Recognition Joon Son Chung, Arsha Nagrani, Andrew Zisserman | 28 Aug 2018 | 2,328 |
| 37 | An Algorithm for Intelligibility Prediction of Time–Frequency Weighted Noisy Speech Cees Taal, Richard Christian Hendriks, Richard R. Heusdens et al. · IEEE Transactions on Audio Speech and Language Processing | 16 Feb 2011 | 2,325 |
| 38 | Convolutional Neural Networks for Speech Recognition Ossama Abdel‐Hamid, Abdelrahman Mohamed, Hui Jiang et al. · IEEE/ACM Transactions on Audio Speech and Language Processing | 16 Jul 2014 | 2,310 |
| 39 | Multimodal Deep Learning Jiquan Ngiam, Aditya Khosla, Mingyu Kim et al. | 28 Jun 2011 | 2,289 |
| 40 | A database of German emotional speech Felix Burkhardt, Astrid Paeschke, Manfred Rolfes et al. | 4 Sep 2005 | 2,288 |
| 41 | Maximum likelihood linear regression for speaker adaptation of continuous density hidden Markov models C.J. Leggetter, Philip C. Woodland · Computer Speech & Language | Apr 1995 | 2,215 |
| 42 | Speech Perception in Infants Peter D. Eimas, Einar R. Siqueland, Peter W. Jusczyk et al. · Science | 22 Jan 1971 | 2,172 |
| 43 | Online dictionary learning for sparse coding Julien Mairal, Francis Bach, Jean Ponce et al. | 14 Jun 2009 | 2,170 |
| 44 | SWITCHBOARD: telephone speech corpus for research and development J. Godfrey, E. Holliman, J. McDaniel | 1992 | 2,153 |
| 45 | Signal estimation from modified short-time Fourier transform Daniel W. Griffin, Jae S. Lim · IEEE Transactions on Acoustics Speech and Signal Processing | Apr 1984 | 2,144 |
| 46 | Maximum a posteriori estimation for multivariate Gaussian mixture observations of Markov chains J.-L. Gauvain, Chin‐Hui Lee · IEEE Transactions on Speech and Audio Processing | Apr 1994 | 2,122 |
| 47 | Conv-TasNet: Surpassing Ideal Time–Frequency Magnitude Masking for Speech Separation Yi Luo, Nima Mesgarani · IEEE/ACM Transactions on Audio Speech and Language Processing | 7 May 2019 | 2,105 |
| 48 | Development of the Hearing In Noise Test for the measurement of speech reception thresholds in quiet and in noise Michael J. Nilsson, Sigfrid D. Soli, Jean A. Sullivan · The Journal of the Acoustical Society of America | Feb 1994 | 2,104 |
| 49 | Survey on speech emotion recognition: Features, classification schemes, and databases Moataz El Ayadi, Mohamed S. Kamel, Fakhri Karray · Pattern Recognition | 14 Oct 2010 | 2,095 |
| 50 | Acoustic characteristics of American English vowels James M. Hillenbrand, Laura Arlene Getty, Michael J Clark et al. · The Journal of the Acoustical Society of America | May 1995 | 2,088 |
Citations are OpenAlex's own counts, from its 2026-09-23 snapshot, so the ranking can differ from Google Scholar or Web of Science. A paper is listed for a field when OpenAlex files it under one of the field's topics; retracted papers and papers whose citation count cannot be traced to citing works are left out, and a preprint and the article it became are shown once. Release dates are OpenAlex's: where a source gave only a month or a year, that is what is shown. How the lists are chosen.