M. Mehdi Homayounpour

About M. Mehdi Homayounpour

M. Mehdi Homayounpour, With an exceptional h-index of 16 and a recent h-index of 11 (since 2020), a distinguished researcher at Amirkabir University of Technology, specializes in the field of Signal Processing, Speech Processing, Natural Language Processing, Neuroscience, Hardware design.

His recent articles reflect a diverse array of research interests and contributions to the field:

Reservoir consisting of diverse dynamical behaviors and its application in time series classification

The impact of preprocessing on word embedding quality: A comparative study

LenM: Improving Low-Resource Neural Machine Translation Using Target Length Modeling

A survey on vulnerability of deep neural networks to adversarial examples and defense approaches to deal with them

Layer-wise regularized adversarial training using layers sustainability analysis framework

Efficient attention branch network with combined loss function for automatic speaker verification spoof detection

A New Document Embedding Method for News Classification

Reservoir weights learning based on adaptive dynamic programming and its application in time series classification

M. Mehdi Homayounpour Information

University

Position

Professor Laboratory for Intelligent Multimedia Processing Computer Engineering department

Citations(all)

1279

Citations(since 2020)

550

Cited By

935

hIndex(all)

16

hIndex(since 2020)

11

i10Index(all)

37

i10Index(since 2020)

16

Email

University Profile Page

Google Scholar

M. Mehdi Homayounpour Skills & Research Interests

Signal Processing

Speech Processing

Natural Language Processing

Neuroscience

Hardware design

Top articles of M. Mehdi Homayounpour

Title

Journal

Author(s)

Publication Date

Reservoir consisting of diverse dynamical behaviors and its application in time series classification

International Journal of Data Science and Analytics

Mohammad Modiri

Mohammad Mehdi Ebadzadeh

Mohammad Mehdi Homayounpour

2024/1

The impact of preprocessing on word embedding quality: A comparative study

Language Resources and Evaluation

Zahra Rahimi

Mohammad Mehdi Homayounpour

2023/3

LenM: Improving Low-Resource Neural Machine Translation Using Target Length Modeling

Neural Processing Letters

Mohammad Mahdi Mahsuli

Shahram Khadivi

Mohammad Mehdi Homayounpour

2023/12

A survey on vulnerability of deep neural networks to adversarial examples and defense approaches to deal with them

Signal and Data Processing

Mohammad Mehdi Homayounpour

Maryam Amirmazlaghani

2023/9/10

Layer-wise regularized adversarial training using layers sustainability analysis framework

Neurocomputing

Mohammad Khalooei

Mohammad Mehdi Homayounpour

Maryam Amirmazlaghani

2023/7/1

Efficient attention branch network with combined loss function for automatic speaker verification spoof detection

Circuits, Systems, and Signal Processing

Amir Mohammad Rostami

Mohammad Mehdi Homayounpour

Ahmad Nickabadi

2023/7

A New Document Embedding Method for News Classification

Signal and Data Processing

Zahra Rahimi

Mohammad Mehdi Homayounpour

2023/3/10

Reservoir weights learning based on adaptive dynamic programming and its application in time series classification

Neural Computing and Applications

Mohammad Modiri

Mohammad Mehdi Homayounpour

Mohammad Mehdi Ebadzadeh

2022/8

Validation of an inverse kinematic VR manikin in seated tasks: application in ergonomics training

Mohammad Homayounpour

Dorien Butter

Saaransh Vasta

Andrew Merryweather

2022

TensSent: a tensor based sentimental word embedding method

Applied Intelligence

Zahra Rahimi

Mohammad Mehdi Homayounpour

2021/8

A Two Phase Speech Enhancement Based on Deep Denoising Autoencoder

TABRIZ JOURNAL OF ELECTRICAL ENGINEERING

A Hadjahmadi

MM Homayounpour

2021/2/19

The Effect of Neck Muscle Activation and Head Posture on Head Kinematics Following Acoustic Warnings and Safe Head Impacts

Mohammad Homayounpour

2021

Cervical Muscle Activation Characteristics and Head Kinematics in Males and Females Following Acoustic Warnings and Impulsive Head Forces

Annals of Biomedical Engineering

Mohammad Homayounpour

Nicholas G Gomez

Alexandra C Ingram

Brittany Coats

Andrew S Merryweather

2021/12

The role of neck muscle co-contraction and postural changes in head kinematics after safe head impacts: Investigation of head/neck injury reduction

Journal of biomechanics

Mohammad Homayounpour

Nicholas G Gomez

Anita N Vasavada

Andrew S Merryweather

2021/11/9

Cervical muscle activation due to an applied force in response to different types of acoustic warnings

Annals of biomedical engineering

Mohammad Homayounpour

Nicholas G Gomez

Anita N Vasavada

Andrew S Merryweather

2021/9/1

Tens-embedding: A Tensor-based document embedding method

Expert Systems with Applications

Zahra Rahimi

Mohammad Mehdi Homayounpour

2020/12/30

Adaptive windows multiple deep residual networks for speech recognition

Expert Systems with Applications

Toktam Zoughi

Mohammad Mehdi Homayounpour

Mahmood Deypir

2020/1/1

See List of Professors in M. Mehdi Homayounpour University(Amirkabir University of Technology)