Ravi Prakash Ramachandran
Orcid: 0000-0003-0011-4561
According to our database1,
Ravi Prakash Ramachandran
authored at least 81 papers
between 1986 and 2023.
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Bibliography
2023
Circuits Syst. Signal Process., December, 2023
Deployment of a Robust and Explainable Mortality Prediction Model: The COVID-19 Pandemic and Beyond.
CoRR, 2023
Multimodal Data Integration for Oncology in the Era of Deep Neural Networks: A Review.
CoRR, 2023
EvalAttAI: A Holistic Approach to Evaluating Attribution Maps in Robust and Non-Robust Models.
IEEE Access, 2023
Proceedings of the 66th IEEE International Midwest Symposium on Circuits and Systems, 2023
A Comparison of Feature Selection Techniques for First-day Mortality Prediction in the ICU.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2023
2022
Robust Explainability: A tutorial on gradient-based attribution methods for deep neural networks.
IEEE Signal Process. Mag., 2022
2021
Proceedings of the International Joint Conference on Neural Networks, 2021
2020
Proceedings of the 30th IEEE International Workshop on Machine Learning for Signal Processing, 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
2019
Circuits Syst. Signal Process., 2019
Guest Editorial: Algorithms and Architectures for Machine Learning Based Speech Processing.
Circuits Syst. Signal Process., 2019
Introducing Undergraduates to Pattern Recognition and Machine Learning through Speech Processing.
Proceedings of the IEEE International Conference on Acoustics, 2019
2017
Blind Signal-to-Noise Ratio Estimation of Speech Based on Vector Quantizer Classifiers and Decision Level Fusion.
J. Signal Process. Syst., 2017
Proceedings of the IEEE International Symposium on Circuits and Systems, 2017
2016
Robust speaker identification under noisy conditions using feature compensation and signal to noise ratio estimation.
Proceedings of the IEEE 59th International Midwest Symposium on Circuits and Systems, 2016
2015
Distinguishing medical drugs from a large set of side effects using a distributed genetic algorithm on a PC cluster.
Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015
Robust L_2E Parameter Estimation of Gaussian Mixture Models: Comparison with Expectation Maximization.
Proceedings of the Neural Information Processing - 22nd International Conference, 2015
Proceedings of the Neural Information Processing - 22nd International Conference, 2015
Rank-based frame classification for usable speech detection in speaker identification systems.
Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015
2014
Speech based emotion recognition using spectral feature extraction and an ensemble of kNN classifiers.
Proceedings of the 9th International Symposium on Chinese Spoken Language Processing, 2014
2013
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013
Automated human behavioral analysis framework using facial feature extraction and machine learning.
Proceedings of the 2013 Asilomar Conference on Signals, 2013
2012
Detection of anomalies in network traffic using L2E for accurate speaker recognition.
Proceedings of the 55th IEEE International Midwest Symposium on Circuits and Systems, 2012
Open-ended design and performance evaluation of a biometric speaker identification system.
Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012
Feature and Signal Enhancement for Robust Speaker Identification of G.729 Decoded Speech.
Proceedings of the Neural Information Processing - 19th International Conference, 2012
2011
IEEE Trans. Educ., 2011
Proceedings of the 19th European Signal Processing Conference, 2011
2010
IEEE Trans. Educ., 2010
Blind channel estimation based robust physical layer key generation in MIMO networks.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010
The affine transform and feature fusion for robust speaker identification in the presence of speech coding distortion.
Proceedings of the IEEE Asia Pacific Conference on Circuits and Systems, 2010
Proceedings of the IEEE Asia Pacific Conference on Circuits and Systems, 2010
2009
Neural Network Classifiers and Principal Component Analysis for Blind Signal to Noise Ratio Estimation of Speech Signals.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2009), 2009
2008
New Z-Domain Continued Fraction Expansions Based on an Infinite Number of Mirror-Image and Anti-Mirror-Image Polynomial Decompositions.
J. Circuits Syst. Comput., 2008
2007
Two-Dimensional Digital Filters with Variable Magnitude Characteristics Obtained from a 1-D Monotonic Response.
J. Comput., 2007
2006
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006
A vector quantizer classifier for blind signal to noise ratio estimation of speech signals.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006
Blind Determination of the Signal to Noise Ratio of Speech Signals Based on Estimation Combination of Multiple Features.
Proceedings of the IEEE Asia Pacific Conference on Circuits and Systems 2006, 2006
On the Properties And Design of Stable IIR Transfer Functions Generated Using Fibonnaci Numbers.
Proceedings of the IEEE Asia Pacific Conference on Circuits and Systems 2006, 2006
2004
IEEE Trans. Intell. Transp. Syst., 2004
An Alternative Approach For Obtaining 2D Discrete Filters By Cascading Sections Each Having Unity Degree In Each Variable.
J. Circuits Syst. Comput., 2004
Fast adaptive component weighted cepstrum pole filtering for speaker identification.
Proceedings of the 2004 International Symposium on Circuits and Systems, 2004
Fusion of wavelet transform and color information features for automatic vehicle reidentification in intelligent transportation systems.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
2003
The competitive assessment laboratory: introducing engineering design via consumer product benchmarking.
IEEE Trans. Educ., 2003
System observability and nonlinear parameter identification of nonylphenol biodegradation kinetics.
Proceedings of the 2003 International Symposium on Circuits and Systems, 2003
Proceedings of the 2003 International Symposium on Circuits and Systems, 2003
2002
Real-world design as a one-semester undergraduate project: example of a robust and low-cost solar lantern.
IEEE Trans. Educ., 2002
Pattern Recognit., 2002
A pattern recognition and feature fusion formulation for vehicle reidentification in Intelligent Transportation Systems.
Proceedings of the IEEE International Conference on Acoustics, 2002
2001
Cochannel speaker count labelling based on the use of cepstral and pitch prediction derived features.
Pattern Recognit., 2001
Some properties of the z-domain continued fraction expansions of 1-D discrete reactance functions.
Proceedings of the 2001 International Symposium on Circuits and Systems, 2001
Generation of a class of two-dimensional (2-D) transfer functions yielding variable magnitude and contour characteristics.
Proceedings of the 2001 International Symposium on Circuits and Systems, 2001
2000
Proceedings of the IEEE International Symposium on Circuits and Systems, 2000
1999
An invariance transformation technique for interpreting images obtained from unknown operational conditions.
Proceedings of the 1999 International Symposium on Circuits and Systems, ISCAS 1999, Orlando, Florida, USA, May 30, 1999
Restoration of three dimensional microscopic images using the row action projection method.
Proceedings of the 1999 International Symposium on Circuits and Systems, ISCAS 1999, Orlando, Florida, USA, May 30, 1999
1998
Speaker identification based on the use of robust cepstral features obtained from pole-zero transfer functions.
IEEE Trans. Speech Audio Process., 1998
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998
1997
A fast algorithm for finding the adaptive component weighted cepstrum for speaker recognition.
IEEE Trans. Speech Audio Process., 1997
1996
IEEE Trans. Signal Process., 1996
IEEE Signal Process. Mag., 1996
1995
A comparative study of robust linear predictive analysis methods with applications to speaker identification.
IEEE Trans. Speech Audio Process., 1995
IEEE Trans. Speech Audio Process., 1995
Design of two-dimensional linear-phase nonrecursive filters using a least-squares criterion.
Signal Process., 1995
1994
IEEE Trans. Signal Process., 1994
Interpolation of the pitch-predictor parameters in analysis-by-synthesis speech coders.
IEEE Trans. Speech Audio Process., 1994
Signal Process., 1994
An Efficient Least-Squares Approach for the Design of Two-Dimensional Linear-Phase Nonrecursive Filters.
Proceedings of the 1994 IEEE International Symposium on Circuits and Systems, ISCAS 1994, London, England, UK, May 30, 1994
1993
Speech Commun., 1993
A least-squares design of nonrecursive filters satisfying prescribed magnitude and phase specifications.
Proceedings of the 1993 IEEE International Symposium on Circuits and Systems, 1993
1992
Bandwidth efficient transmultiplexers. II. Subband complements and performance aspects.
IEEE Trans. Signal Process., 1992
IEEE Trans. Signal Process., 1992
Proceedings of the 1992 IEEE International Conference on Acoustics, 1992
1990
Signal Process., 1990
Proceedings of the 1990 International Conference on Acoustics, 1990
1989
IEEE Trans. Acoust. Speech Signal Process., 1989
IEEE Trans. Acoust. Speech Signal Process., 1989
Proceedings of the IEEE International Conference on Acoustics, 1989
1988
Proceedings of the IEEE International Conference on Acoustics, 1988
1987
IEEE Trans. Acoust. Speech Signal Process., 1987
1986
IEEE Trans. Acoust. Speech Signal Process., 1986