Muhammad Irfan Khattak

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 25

Top Topics

Supervised Learning Algorithms

Noise Reduction

Top Venues

Int. J. Interact. Multim. Artif. Intell.

Publications

Nasir Saleem, Muhammad Irfan Khattak, Salman A. AlQahtani, Atif Jan, Irshad Hussain, Muhammad Naeem Khan, Mostafa Dahshan
U-Shaped Low-Complexity Type-2 Fuzzy LSTM Neural Network for Speech Enhancement. IEEE Access 11 (2023)
Nasir Saleem, Jiechao Gao, Muhammad Irfan Khattak, Hafiz Tayyab Rauf, Seifedine Kadry, Muhammad Shafi
DeepResGRU: Residual gated recurrent neural network-augmented Kalman filtering for speech enhancement and recognition. Knowl. Based Syst. 238 (2022)
Muhammad Irfan Khattak, Nasir Saleem, Aamir Nawaz, Aftab Ahmed Almani, Farhana Umer, Elena Verdú
ERBM-SE: Extended Restricted Boltzmann Machine for Multi-Objective Single-Channel Speech Enhancement. Int. J. Interact. Multim. Artif. Intell. 7 (4) (2022)
Muhammad Irfan Khattak, Nasir Saleem, Jiechao Gao, Elena Verdú, Javier Parra Fuente
Regularized sparse features for noisy speech enhancement using deep neural networks. Comput. Electr. Eng. 100 (2022)
Muhammad Irfan Khattak, Muath Al-Hasan, Atif Jan, Nasir Saleem, Elena Verdú, Numan Khurshid
Automated Detection of COVID-19 using Chest X-Ray Images and CT Scans through Multilayer- Spatial Convolutional Neural Networks. Int. J. Interact. Multim. Artif. Intell. 6 (6) (2021)
Nasir Saleem, Muhammad Irfan Khattak, Muath Al-Hasan, Atif Jan
Multi-objective long-short term memory recurrent neural networks for speech enhancement. J. Ambient Intell. Humaniz. Comput. 12 (10) (2021)
Nasir Saleem, Muhammad Irfan Khattak, Muath Al-Hasan, Atif Jan
Learning time-frequency mask for noisy speech enhancement using gaussian-bernoulli pre-trained deep neural networks. J. Intell. Fuzzy Syst. 40 (1) (2021)
Elena Verdú, Nasir Saleem, Muhammad Irfan Khattak
On Improvement of Speech Intelligibility and Quality: A Survey of Unsupervised Single Channel Speech Enhancement Algorithms. Int. J. Interact. Multim. Artif. Intell. 6 (2) (2020)
Zaka Ullah, Gunawan Witjaksono, Illani Nawi, Nelson Tansu, Muhammad Irfan Khattak, Muhammad Junaid
A Review on the Development of Tunable Graphene Nanoantennas for Terahertz Optoelectronic and Plasmonic Applications. Sensors 20 (5) (2020)
Nasir Saleem, Muhammad Irfan Khattak, Muath Al-Hasan, Abdul Baseer Qazi
On Learning Spectral Masking for Single Channel Speech Enhancement Using Feedforward and Recurrent Neural Networks. IEEE Access 8 (2020)
Nasir Saleem, Muhammad Irfan Khattak
Deep Neural Networks for Speech Enhancement in Complex-Noisy Environments. Int. J. Interact. Multim. Artif. Intell. 6 (1) (2020)
Nasir Saleem, Muhammad Irfan Khattak
Multi-scale decomposition based supervised single channel deep speech enhancement. Appl. Soft Comput. 95 (2020)
Abdul Basit, Muhammad Irfan Khattak, Abdel Razik Sebak, Abdul Baseer Qazi, Ahmad A. Telba
Design of a Compact Microstrip Triple Independently Controlled Pass Bands Filter for GSM, GPS and WiFi Applications. IEEE Access 8 (2020)
Zaka Ullah, Illani Nawi, Gunawan Witjaksono, Nelson Tansu, Muhammad Irfan Khattak, Muhammad Junaid, Muhammad Aadil Siddiqui, Saeed Ahmed Magsi
Dynamic Absorption Enhancement and Equivalent Resonant Circuit Modeling of Tunable Graphene-Metal Hybrid Antenna. Sensors 20 (11) (2020)
Nasir Saleem, Muhammad Irfan Khattak, Gunawan Witjaksono, Gulzar Ahmad
Variance based time-frequency mask estimation for unsupervised speech enhancement. Multim. Tools Appl. 78 (22) (2019)
Imran Khan, Shagufta Henna, Nasreen Anjum, Aduwati Sali, Joel J. P. C. Rodrigues, Yousaf Khan, Muhammad Irfan Khattak, Farhan Altaf
An Efficient Precoding Algorithm for mmWave Massive MIMO Systems. Symmetry 11 (9) (2019)
Nasir Saleem, Muhammad Irfan Khattak, Abdul Baseer Qazi
Supervised speech enhancement based on deep neural network. J. Intell. Fuzzy Syst. 37 (4) (2019)
Nasir Saleem, Muhammad Irfan Khattak
A review of supervised learning algorithms for single channel speech enhancement. Int. J. Speech Technol. 22 (4) (2019)
Imran Khan, Joel J. P. C. Rodrigues, Jalal Al-Muhtadi, Muhammad Irfan Khattak, Yousaf Khan, Farhan Altaf, Seyed Sajad Mirjavadi, Bong Jun Choi
A Robust Channel Estimation Scheme for 5G Massive MIMO Systems. Wirel. Commun. Mob. Comput. 2019 (2019)
Syed Misbah Un Noor, Muhammad Irfan Khattak
Design and Analysis of Dual-Band Microstrip Patch Antenna Array for 5G Cellular Communication Networks with Improved Radiation Characteristics. INTELLECT (2019)
Xuhui Chen, Nasir Saleem, Muhammad Irfan Khattak, Khalid Rabbani
Coherence based Dual Microphone Source Separation in Low SNR Noisy Environments. ICIS (2018)
Nasir Saleem, Muhammad Irfan Khattak
Noise Reduction Based on Soft Masks by Incorporating SNR Uncertainty in Frequency Domain. Circuits Syst. Signal Process. 37 (6) (2018)
Nasir Saleem, Muhammad Irfan Khattak, Xuhui Chen, Muhammad Ali
Deep Neural Network based Supervised Speech Enhancement in Speech-Babble Noise. ICIS (2018)
Taimur Ahmed Khan, Muhammad Irfan Khattak, Abdul Baseer Qazi, Nasir Saleem, Xuhui Chen
Stacked Microstrip Array Antenna with Fractal Patches for Satellite Applications. ICIS (2018)
Ejaz Ul Haq, Huarong Xu, Liang Pan, Muhammad Irfan Khattak
Smart Grid Security: Threats and Solutions. SKG (2017)
Muhammad Irfan Khattak, F. Ahmad, Abdul Baseer Qazi, A. A. Khan
Performance Analysis of a Novel High Impedance Surface for Microstrip-line Small Patch Antenna for Mobile Applications. EUSPN/ICTH (2015)