Journal Publications

Nasir Saleem, Bourouis, S., Elmannai, H. and Algarni, A.D., 2024. DPHT-ANet: Dual-path high-order transformer-style fully attentional network for monaural speech enhancement. Applied Acoustics, 224, p.110131.

Manal, Nasir Saleem, Bourouis, S., Elmannai, H.  Temporally Dynamic Spiking Transformer Network for Speech Enhancement, IEEE ACCESS, 2024

Nasir Saleem, Elmannai, H., Bourouis, S. and Trigui, A., 2024. Squeeze-and-excitation 3D convolutional attention recurrent network for end-to-end speech emotion recognition. Applied Soft Computing, 161, p.111735.

Nasir Saleem, Teddy Surya Gunawan, Sami Dhahbi, Sami Bourouis. "Time Domain Speech Enhancement with CNN and Time-Attention Transformer." Digital Signal Processing (2024): 104408

Wang, J., Nasir Saleem, and Gunawan, T.S., 2024. Towards Efficient Recurrent Architectures: A Deep LSTM Neural Network Applied to Speech Enhancement and Recognition. Cognitive Computation, pp.1-16.

Dhahbi, S., Nasir Saleem, Gunawan, T.S., Bourouis, S., Ali, I., Trigui, A. and Algarni, A.D., 2024. Lightweight Real-Time Recurrent Models for Speech Enhancement and Automatic Speech Recognition.

Ali, I. and Nasir Saleem, 2024. Experimental Implementation and Analysis of Microwave Power Dividers and Directional Couplers. Proceedings of the Pakistan Academy of Sciences: A. Physical and Computational Sciences, 61(1), pp.61-69.

Ali, Jawad, Nasir Saleem, Sami Bourouis, Eatedal Alabdulkreem, Hela El Mannai, and Sami Dhahbi. "Spatio-Temporal Features Representation Using Recurrent Capsules for Monaural Speech Enhancement." IEEE Access (2024).

Nasir Saleem, Teddy Surya Gunawan, Muhammad Shafi, Sami Bourouis, and Aymen Trigui. "Multi-Attention Bottleneck for Gated Convolutional Encoder-Decoder-based Speech Enhancement." IEEE Access (2023).

Wahab, Fazal E., Zhongfu Ye, Nasir Saleem, and Rizwan Ullah. "Compact deep neural networks for real-time speech enhancement on resource-limited devices." Speech Communication (2023): 103008.

Almadhor, Ahmad, Rizwana Irfan, Jiechao Gao, Nasir Saleem, Hafiz Tayyab Rauf, and Seifedine Kadry, E2E-DASR: End-to-end deep learning-based dysarthric automatic speech recognition. Expert Systems with Applications 222 (2023): 119797.

Nasir Saleem, Teddy Surya Gunawan, Mira Kartiwi, Bambang Setia Nugroho, and Inung Wijayanto. NSE-CATNet: Deep Neural Speech Enhancement using Convolutional Attention Transformer Network. IEEE Access (2023).

Nasir Saleem, Jiechao Gao, Rizwana Irfan, Ahmad Almadhor, Hafiz Tayyab Rauf, Yudong Zhang, and Seifedine Kadry. DeepCNN: Spectro‐temporal feature representation for speech emotion recognition. CAAI Transactions on Intelligence Technology (2023).

Peracha, Fahad Khalil, Muhammad Irfan, Nema Salem, and Nasir Saleem. Causal speech enhancement using dynamical-weighted loss and attention encoder-decoder recurrent neural network. Plos one 18, no. 5 (2023): e0285629.

Nasir Saleem, Muhammad Irfan, Salman A. AlQahtani, Atif Jan, Irshad Hussain, Muhammad Naeem Khan, and Mostafa Dahshan. "U-Shaped Low-Complexity Type-2 Fuzzy LSTM Neural Network for Speech Enhancement." IEEE Access 11 (2023): 20814-20826.

Fazal Wahab, Ye, Zhongfu, Nasir Saleem, Hamza Ali, Imad Ali. Efficient Gated Convolutional Recurrent Neural Networks for Real-Time Speech Enhancement. International Journal of Interactive Multimedia and Artificial Intelligence (2023).

Muhammad Irfan, Nasir Saleem, Jiechao Gao, Elena Verdu, and Javier Parra Fuente. Regularized sparse features for noisy speech enhancement using deep neural networks. Computers and Electrical Engineering 100 (2022): 107887.

Nasir Saleem, Jiechao Gao, Muhammad Irfan, Elena Verdu, and Javier Parra Fuente. E2E-V2SResNet: Deep residual convolutional neural networks for end-to-end video-driven speech synthesis. Image and Vision Computing 119 (2022): 104389.

Nasir Saleem, Jiechao Gao, Muhammad Irfan, Hafiz Tayyab Rauf, Seifedine Kadry, and Muhammad Shafi. Deepresgru: residual gated recurrent neural network-augmented Kalman filtering for speech enhancement and recognition. Knowledge-Based Systems 238 (2022): 107914.

Muhammad Irfan, Nasir Saleem, Aamir Nawaz, Aftab Ahmed Almani, Farhana Umer, and Elena Verdu. ERBM-SE: Extended Restricted Boltzmann Machine for Multi-Objective Single-Channel Speech Enhancement. International Journal of Interactive Multimedia and Artificial Intelligence 7, no. 4 (2022): 185-195.

Khan, A.U., Nasir Saleem, Tauqeer, F.H., Nawaz, A., Zaman, K., Ahmed, S. and Ali, A., 2022. A proposed fire detection surveillance through machine learning based on haar cascade classifier. Journal of Mechanics of Continua and Mathematical Sciences, Vol. 17, No. 6 (2022): 20-30.

Nasir Saleem, Muhammad Irfan Khattak, Mu’ath Al-Hasan, and Atif Jan. Multi-objective long-short term memory recurrent neural networks for speech enhancement. Journal of Ambient Intelligence and Humanized Computing 12, no. 10 (2021): 9037-9052.

Nasir Saleem, Muhammad Irfan Khattak, Aamir Nawaz, Farhana Umer, and Manesh Kumar Ochani. Perceptually weighted $\beta$-order spectral amplitude Bayesian estimator for phase compensated speech enhancement. Applied Acoustics 178 (2021): 108007.

Nasir Saleem, Muhammad Irfan Khattak, Mu’ath Al-Hasan, and Atif Jan. Learning time-frequency mask for noisy speech enhancement using Gaussian-Bernoulli pre-trained deep neural networks. Journal of Intelligent and Fuzzy Systems 40, no. 1 (2021): 849-864.

Muhammad Irfan, Mu’ath Al-Hasan, Atif Jan, Nasir Saleem, Elena Verdu, and Numan Khurshid. Automated detection of COVID-19 using chest X-Ray images and CT scans through multilayer-spatial convolutional neural networks. International Journal of Interactive Multimedia and Artificial Intelligence (2021).

Nasir Saleem, and Muhammad Irfan. Multi-scale decomposition-based supervised single channel deep speech enhancement. Applied Soft Computing 95 (2020): 106666.

Nasir Saleem, and Muhammad Irfan. Deep neural networks based binary classification for single channel speaker independent multi-talker speech separation. Applied Acoustics 167 (2020): 107385.

Nasir Saleem, Muhammad Irfan, Muath Al-Hasan, and Abdul Baseer Qazi. On learning spectral masking for single channel speech enhancement using feedforward and recurrent neural networks. IEEE Access 8 (2020): 160581-160595.

Nasir Saleem, and Muhammad Irfan. Deep neural networks for speech enhancement in complex-noisy environments. International Journal of Interactive Multimedia and Artificial Intelligence (2020).

Nasir Saleem, Muhammad Irfan Khattak, and E. V. Perez. Spectral phase estimation based on deep neural networks for single-channel speech enhancement. Journal of Communications Technology and Electronics 64 (2019): 1372-1382.

Nasir Saleem, and Muhammad Irfan. A review of supervised learning algorithms for single-channel speech enhancement. International Journal of Speech Technology 22, no. 4 (2019).

Nasir Saleem, Muhammad Irfan, Gunawan Witjaksono, and Gulzar Ahmad. Variance-based time-frequency mask estimation for unsupervised speech enhancement. Multimedia Tools and Applications 78 (2019): 31867-31891.

Sana, Muhammad Shahzaib, Muhammad Yousaf Ali Khan, Nasir Saleem, Imran Ullah Khan, and Arbab Waheed Ahmed. Improved cooperation in underwater wireless sensor networks. Mehran University Research Journal of Engineering and Technology 38, no. 4 (2019): 1009-1020.

Muhammad Yousaf Ali, Ehtasham Mustafa, Aamir Nawaz, Nasir Saleem, and Usman Illahi. Sensor fusion-based navigation for mobile robot in outdoor environment. Mehran University Research Journal of Engineering and Technology 38, no. 1 (2019): 113-128.

Nasir Saleem, Muhammad Irfan Khattak, and Abdul Baser Qazi. Supervised speech enhancement based on deep neural network. Journal of Intelligent and Fuzzy Systems 37, no. 4 (2019): 5187-5201.

Nasir Saleem, Muhammad Irfan Khattak, Muhammad Yousaf Ali, and Muhammad Shafi. Deep neural network for supervised single-channel speech enhancement. Archives of Acoustics 44 (2019).

Nasir Saleem, Muhammad Irfan, and Muhammad Shafi. Unsupervised speech enhancement in low SNR environments via sparseness and temporal gradient regularization. Applied Acoustics 141 (2018): 333-347.

Nasir Saleem, and Muhammad Irfan. Regularized sparse decomposition model for speech enhancement via convex distortion measure. Modern Physics Letters B 32, no. 22 (2018).

Nasir Saleem, and Gohar Ijaz. Low-rank sparse decomposition model-based speech enhancement using gammatone filterbank and Kullback–Leibler divergence. International Journal of Speech Technology 21 (2018): 217-231.

Nasir Saleem, and Muhammad Irfan. Noise reduction based on soft masks by incorporating SNR uncertainty in frequency domain. Circuits, Systems, and Signal Processing 37 (2018).

Nasir Saleem, Fazal Rehman and Muhammad Irfan. Supervised Monaural Speech Separation using Computational Auditory Scene Analysis. International Journal of Scientific and Engineering Research 9 (12), (2018), 61-65.

Nasir Saleem, and Tayyaba Gul Tareen. Spectral Restoration based speech enhancement for robust speaker identification. International Journal of Interactive Multimedia and Artificial Intelligence 5, no. 1 (2018): 34-39.

Nawaz, Aamir, Ehtasham Mustafa, Nasir Saleem, Muhammad Irfan, Muhammad Shafi, and Abdul Malik. Solving convex and non-convex static and dynamic economic dispatch problems using hybrid particle multi-swarm optimization. Tehnički vjesnik 24, no. 4 (2017): 1095-1102.

Muhammad Yousaf Ali, Nasir Saleem. Partial Discharge defects recognition using different Neural Network Model in XLPE cable under the DC stress. Technical Journal 22, (2017).

Nawaz, Aamir, Nasir Saleem, Ehtasham Mustafa, and Umair Ali Khan. An efficient global technique for solving the network constrained static and dynamic economic dispatch problem. Turkish Journal of Electrical Engineering and Computer Sciences 25, no. 1 (2017): 73-82.

Nasir Saleem. Single channel noise reduction system in low SNR. International Journal of Speech Technology 20, no. 1 (2017): 89-98.

Nasir Saleem, M. Shafi, E. Mustafa, and A. Nawaz. A novel binary mask estimation based on spectral subtraction gain-induced distortions for improved speech intelligibility and quality. University of Engineering and Technology Taxila. Technical Journal 20, no. 4 (2015).

Nasir Saleem, Ehtasham Mustafa, Aamir Nawaz, and Adnan Khan. Ideal binary masking for reducing convolutive noise. International Journal of Speech Technology 18 (2015).

Nawaz, Aamir, Tahir Nadeem Malik, Nasir Saleem, and Ehtasham Mustafa. Globalized Nelder Mead trained artificial neural networks for short-term load forecasting. Journal of Basic Applied Science Research 5 (2015): 1-13.

Nasir Saleem, Sher Ali, Ehtasham Mustafa, and Usman Khan. Speech Intelligibility Prediction Intended for State-of-the-Art Noise Estimation Algorithms. Research Journal of Applied Sciences, Engineering and Technology 7, no. 2 (2014): 296-302.

Nasir Saleem, A. Sher, K. Usman, and U. Farman. Speech enhancement with geometric advent of spectral subtraction using connected time-frequency regions noise estimation. Research Journal of Applied Sciences, Engineering and Technology 6, no. 6 (2013).

Muhammad Usman, Hafiz Adnan Habib, and Nasir Saleem. A hybrid approach for gender classification of web images. International Journal of Computer Applications 54, no. 7 (2012).

Nasir Saleem, Usman Khan, and Imad Ali. Implementation of Low Complexity CELP Coder and Performance Evaluation in terms of Speech Quality. International Journal of Computer Applications 54, no. 9 (2012).

Nasir Saleem, Sunniya Nasir, and Sher Ali. Comparative Analysis of Speech Compression Algorithms with Perceptual and LP-based Quality Evaluations. International Journal of Computer Applications 51 (2012): 37-41.

Nasir Saleem, and Tayyaba Tareen. Measuring the performance of handover mechanisms in UMTS for diverse traffic services classes to improve QoS. International Journal of Computer Applications 55, no. 11 (2012).

Conference Publications

Nasir Saleem, Fazal E Wahab, Kia Dashtipour, Mandar Gogate, Tassadaq Hussain, Adeel Hussain, Bryony Buck, Amir Hussain, Visually-Driven Speech Enhancement with Calibrated Features for Hearing Aid Applications, International Hearing-Aid Research Conference (IHCON 2024)

Fazal E Wahab, Nasir Saleem, Amir Hussain, Rizwan Ullah, Multi-Model Dual-Transformer Network for Audio-Visual Speech Enhancement, Interspeech 2024.

Nasir Saleem, Muhammad Irfan, Xuhui Chen, Muhammad Ali, Deep Neural Network based Supervised Speech Enhancement in Speech-Babble Noise, 2018 IEEE/ACIS 17th International Conference on Computer and Information Science (ICIS).

Xuhui Chen, Nasir Saleem, Muhammad Irfan, Khalid Rabbani, Coherence based Dual Microphone Source Separation in Low SNR Noisy Environments, 2018 IEEE/ACIS 17th International Conference on Computer and Information Science (ICIS).

Fahad Khalil Paracha, Sheeraz Ahmed, Nasir Saleem, Nisar Ahmed Qureshi, M Shahzaib Sana, Zahoor Ali Khan, Estimation and Equalization of Sparse Underwater Communication Channels, 2017 International Symposium on Wireless Systems and Networks (ISWSN).

Taimur Ahmed Khan, Muhammad Irfan Khattak, Abdul Baseer Qazi, Nasir Saleem, Xuhui Chen, Stacked Microstrip Array Antenna with Fractal Patches for Satellite Applications, 2018 IEEE/ACIS 17th International Conference on Computer and Information Science (ICIS).

Muhammad Kamran Shereen, Muhammad Irfan Khattak, Muhammad Shafi, Nasir Saleem, Slotted Y-shaped millimeter waves reconfigurable antenna for 5G applications, 2018 IEEE/ACIS 17th International Conference on Computer and Information Science (ICIS).

Ehtasham Mustafa, Nasir Saleem, Amir Nawaz, Abdul Malik and Muhammad Yousaf Ali Khan, Power Loss and Efficiency Analysis of Clamp Double Sub Module using Analytical and Numerical Method, 2019 International Conference on Electrical, Communication, and Computer Engineering (ICECCE), Swat, Pakistan, [2019]

Sohail, H. Khan, U. Khan, M. I. Khattak, Nasir Saleem and J. A. Nasir, Design and Analysis of a Novel Patch Antenna Array for 5G and Millimeter Wave Applications, 2019 2nd International Conference on Computing, Mathematics and Engineering Technologies (iCoMET), Sukkur, Pakistan, 2019, pp. 1-6.

E. Mustafa, M. Y. Ali Khan, Nasir Saleem, A. Nawaz and A. Zafar, Modular Multilevel Converter Based HVDC System Efficiency Evaluation Using Analytical Method, 2018 International Conference on Power Generation Systems and Renewable Energy Technologies (PGSRET), Islamabad, Pakistan, 2018.

Nasir Saleem, Muhammad Irfan, Sheeraz Ahmad, M.Y. Ali, M.I. Mohmand, Machine Learning approach for improving the intelligibility of noisy speech, in 2020 17th International Bhurban Conference on Applied Sciences and Technology (IBCAST). IEEE, 2020.

Junaid Mushtaq, Jawad Ali, Nasir Saleem et al A Deep Neural Framework to Estimate Spectral Phase and Magnitude in Application to Single-Channel Speech Enhancement, 2023 International Conference on IT and Industrial Technologies (ICIT2023).