Mohammed Bahoura

Orcid: 0000-0001-5274-8713

According to our database1, Mohammed Bahoura authored at least 39 papers between 2001 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

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Bibliography

2024
Comparative study of respiratory sounds classification methods based on cepstral analysis and artificial neural networks.
Comput. Biol. Medicine, 2024

2023
Scalable serial hardware architecture of multilayer perceptron neural network for automatic wheezing detection.
Microprocess. Microsystems, June, 2023

2022
Filter group delays equalization for 2D discrete wavelet transform applications.
Expert Syst. Appl., 2022

2021
Long Short Term Memory Based Recurrent Neural Network for Wheezing Detection in Pulmonary Sounds.
Proceedings of the 64th IEEE International Midwest Symposium on Circuits and Systems, 2021

Serial Hardware Architecture of Multilayer Neural Network for Automatic Wheezing Detection.
Proceedings of the 64th IEEE International Midwest Symposium on Circuits and Systems, 2021

Convolutional Neural Network-based Model for Lung Sounds Classification.
Proceedings of the 64th IEEE International Midwest Symposium on Circuits and Systems, 2021

2020
Multirate Hardware of Architecture for Real-Time Fourier Transform Analysis/Synthesis.
Proceedings of the 63rd IEEE International Midwest Symposium on Circuits and Systems, 2020

2019
FPGA-based system for heart rate monitoring.
IET Circuits Devices Syst., 2019

2018
Efficient FPGA-based architecture of an automatic wheeze detector using a combination of MFCC and SVM algorithms.
J. Syst. Archit., 2018

FPGA implementation of an automatic wheezing detection system.
Biomed. Signal Process. Control., 2018

Hardware Implementation of the Dual-Channel Spectral Subtraction Method for Lung Sounds Denoising.
Proceedings of the IEEE 61st International Midwest Symposium on Circuits and Systems, 2018

2017
FPGA implementation of multi-band spectral subtraction method for speech enhancement.
Proceedings of the IEEE 60th International Midwest Symposium on Circuits and Systems, 2017

2016
FPGA implementation of an automatic wheezes detector based on MFCC and SVM.
Proceedings of the 2nd International Conference on Advanced Technologies for Signal and Image Processing, 2016

2015
Real-time implementation of an adaptive noise canceller based on MicroBlaze soft processor.
Proceedings of the IEEE 28th Canadian Conference on Electrical and Computer Engineering, 2015

2014
FPGA implementation of voice activity detector for efficient speech enhancement.
Proceedings of the IEEE 12th International New Circuits and Systems Conference, 2014

Instrument timbre chroma contours and psycho-visual human analysis.
Proceedings of the 4th International Conference on Multimedia Computing and Systems, 2014

2013
Classification of pizzicato and sustained articulations.
Proceedings of the 21st European Signal Processing Conference, 2013

2012
Serial combination of multiple classifiers for automatic blue whale calls recognition.
Expert Syst. Appl., 2012

FPGA-Implementation of Discrete Wavelet Transform with Application to Signal Denoising.
Circuits Syst. Signal Process., 2012

Power Amplifier Behavioral Modeling by Neural Networks and Their Implementation on FPGA.
Proceedings of the 76th IEEE Vehicular Technology Conference, 2012

FPGA-implementation of pipelined neural network for power amplifier modeling.
Proceedings of the 10th IEEE International NEWCAS Conference, 2012

Hierarchical parametrisation and classification for musical instrument recognition.
Proceedings of the 11th International Conference on Information Science, 2012

Study of Feature Categories for Musical Instrument Recognition.
Proceedings of the Advanced Machine Learning Technologies and Applications, 2012

Towards a Characterization of Musical Timbre Based on Chroma Contours.
Proceedings of the Advanced Machine Learning Technologies and Applications, 2012

2011
FPGA-Implementation of Parallel and Sequential Architectures for Adaptive Noise Cancelation.
Circuits Syst. Signal Process., 2011

FPGA-implementation of high-speed MLP neural network.
Proceedings of the 18th IEEE International Conference on Electronics, Circuits and Systems, 2011

2010
Blue whale calls classification using short-time Fourier and wavelet packet transforms and artificial neural network.
Digit. Signal Process., 2010

Singer and music discrimination based threshold in polyphonic music.
Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2010

Statistical and Neural Classifiers: Application for Singer and Music Discrimination in Polyphonic Music Context.
Proceedings of the Image and Signal Processing, 4th International Conference, 2010

2009
Pattern recognition methods applied to respiratory sounds classification into normal and wheeze classes.
Comput. Biol. Medicine, 2009

Taxonomy of Musical Genres.
Proceedings of the Fifth International Conference on Signal-Image Technology & Internet-Based Systems, 2009

Voice singer detection in polyphonic music.
Proceedings of the 16th IEEE International Conference on Electronics, 2009

2008
An integrated automated system for crackles extraction and classification.
Biomed. Signal Process. Control., 2008

Chirplet Transform Applied to Simulated and Real Blue Whale (Balaenoptera musculus) Calls.
Proceedings of the Image and Signal Processing - 3rd International Conference, 2008

2006
Wavelet speech enhancement based on time-scale adaptation.
Speech Commun., 2006

Separation of Crackles From Vesicular Sounds Using Wavelet Packet Transform.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

An Automatic System for Crackles Detection and Classification.
Proceedings of the Canadian Conference on Electrical and Computer Engineering, 2006

2001
Wavelet speech enhancement based on the Teager energy operator.
IEEE Signal Process. Lett., 2001

A new approach for wavelet speech enhancement.
Proceedings of the EUROSPEECH 2001 Scandinavia, 2001


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