Mandar Gogate

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 74

Top Topics

Speech Enhancement

Sentiment Analysis

Top Venues

ICASSP Workshops

Publications

Zhi Gao, Jing Yang, Fengling Jiang, Xixiang Jiao, Kia Dashtipour, Mandar Gogate, Amir Hussain
DDformer: Dimension decomposition transformer with semi-supervised learning for underwater image enhancement. Knowl. Based Syst. 297 (2024)
Jasper Kirton-Wingate, Shafique Ahmed, Adeel Hussain, Mandar Gogate, Kia Dashtipour, Jen-Cheng Hou, Tassadaq Hussain, Yu Tsao, Amir Hussain
Towards Environmental Preference Based Speech Enhancement For Individualised Multi-Modal Hearing Aids. CoRR (2024)
Giuseppe Varone, Cosimo Ieracitano, Aybike Özyüksel Çiftçioglu, Tassadaq Hussain, Mandar Gogate, Kia Dashtipour, Bassam Naji Al-Tamimi, Hani Almoamari, Iskender Akkurt, Amir Hussain
A Novel Hierarchical Extreme Machine-Learning-Based Approach for Linear Attenuation Coefficient Forecasting. Entropy 25 (2) (2023)
Mandar Gogate, Adeel Hussain, Kia Dashtipour, Amir Hussain
Live Demonstration: Real-time Multi-modal Hearing Assistive Technology Prototype. ISCAS (2023)
Jasper Kirton-Wingate, Shafique Ahmed, Mandar Gogate, Yu Tsao, Amir Hussain
Towards Individualised Speech Enhancement: An SNR Preference Learning System for Multi-Modal Hearing Aids. ICASSP Workshops (2023)
Xuejin Hu, Jing Yang, Fengling Jiang, Amir Hussain, Kia Dashtipour, Mandar Gogate
Steel surface defect detection based on self-supervised contrastive representation learning with matching metric. Appl. Soft Comput. 145 (2023)
Alireza Nezamdoust, Mandar Gogate, Kia Dashtipour, Amir Hussain, Danilo Comminiello
Frequency-Domain Functional Links For Nonlinear Feedback Cancellation In Hearing Aids. ICASSP Workshops (2023)
Mandar Gogate, Kia Dashtipour, Amir Hussain
Application for Real-time Audio-Visual Speech Enhancement. INTERSPEECH (2023)
Nasrin Elhassan, Giuseppe Varone, Rami Ahmed, Mandar Gogate, Kia Dashtipour, Hani Almoamari, Mohammed Ahmed El-Affendi, Bassam Naji Al-Tamimi, Faisal Albalwy, Amir Hussain
Arabic Sentiment Analysis Based on Word Embeddings and Deep Learning. Comput. 12 (6) (2023)
Abhijeet Bishnu, Ankit Gupta, Mandar Gogate, Kia Dashtipour, Tughrul Arslan, Ahsan Adeel, Amir Hussain, Mathini Sellathurai, Tharmalingam Ratnarajah
Live Demonstration: Cloud-based Audio-Visual Speech Enhancement in Multimodal Hearing-aids. ISCAS (2023)
Mandar Gogate, Kia Dashtipour, Amir Hussain
Towards Pose-Invariant Audio-Visual Speech Enhancement in the Wild for Next-Generation Multi-Modal Hearing Aids. ICASSP Workshops (2023)
I-Chun Chern, Kuo-Hsuan Hung, Yi-Ting Chen, Tassadaq Hussain, Mandar Gogate, Amir Hussain, Yu Tsao, Jen-Cheng Hou
Audio-Visual Speech Enhancement and Separation by Utilizing Multi-Modal Self-Supervised Embeddings. ICASSP Workshops (2023)
Ankit Gupta, Abhijeet Bishnu, Mandar Gogate, Kia Dashtipour, Tughrul Arslan, Ahsan Adeel, Amir Hussain, Tharmalingam Ratnarajah, Mathini Sellathurai
5G-IoT Cloud based Demonstration of Real-Time Audio-Visual Speech Enhancement for Multimodal Hearing-aids. INTERSPEECH (2023)
Lu Zhang, Fengling Jiang, Jing Yang, Bin Kong, Amir Hussain, Mandar Gogate, Kia Dashtipour
DNet-CNet: a novel cascaded deep network for real-time lane detection and classification. J. Ambient Intell. Humaniz. Comput. 14 (8) (2023)
Maher Heal, Kia Dashtipour, Mandar Gogate
The P vs. NP Problem and Attempts to Settle It via Perfect Graphs State-of-the-Art Approach. FICC (2) (2023)
Awais Aziz Shah, Ahsan Adeel, Jawad Ahmad, Ahmed Yassin Al-Dubai, Mandar Gogate, Abhijeet Bishnu, Muhammad Diyan, Tassadaq Hussain, Kia Dashtipour, Tharm Ratnarajah, Amir Hussain
A Novel Chaos-based Light-weight Image Encryption Scheme for Multi-modal Hearing Aids. CoRR (2022)
Tassadaq Hussain, Wei-Chien Wang, Mandar Gogate, Kia Dashtipour, Yu Tsao, Xugang Lu, Ahsan Adeel, Amir Hussain
A Novel Temporal Attentive-Pooling based Convolutional Recurrent Architecture for Acoustic Signal Enhancement. IEEE Trans. Artif. Intell. 3 (5) (2022)
Tassadaq Hussain, Wei-Chien Wang, Mandar Gogate, Kia Dashtipour, Yu Tsao, Xugang Lu, Ahsan Adeel, Amir Hussain
A Novel Temporal Attentive-Pooling based Convolutional Recurrent Architecture for Acoustic Signal Enhancement. CoRR (2022)
Tassadaq Hussain, Muhammad Diyan, Mandar Gogate, Kia Dashtipour, Ahsan Adeel, Yu Tsao, Amir Hussain
A Speech Intelligibility Enhancement Model based on Canonical Correlation and Deep Learning for Hearing-Assistive Technologies. CoRR (2022)
Andrea Lorena Aldana Blanco, Cassia Valentini-Botinhao, Ondrej Klejch, Mandar Gogate, Kia Dashtipour, Amir Hussain, Peter Bell
AVSE Challenge: Audio-Visual Speech Enhancement Challenge. SLT (2022)
Tassadaq Hussain, Muhammad Diyan, Mandar Gogate, Kia Dashtipour, Ahsan Adeel, Yu Tsao, Amir Hussain
A Novel Speech Intelligibility Enhancement Model based on Canonical Correlation and Deep Learning. EMBC (2022)
Kia Dashtipour, Mandar Gogate, Alexander F. Gelbukh, Amir Hussain
Extending persian sentiment lexicon with idiomatic expressions for sentiment analysis. Soc. Netw. Anal. Min. 12 (1) (2022)
Abhijeet Bishnu, Ankit Gupta, Mandar Gogate, Kia Dashtipour, Ahsan Adeel, Amir Hussain, Mathini Sellathurai, Tharmalingam Ratnarajah
A Novel Frame Structure for Cloud-Based Audio-Visual Speech Enhancement in Multimodal Hearing-aids. HealthCom (2022)
Awais Aziz Shah, Ahsan Adeel, Jawad Ahmad, Ahmed Yassin Al-Dubai, Mandar Gogate, Abhijeet Bishnu, Muhammad Diyan, Tassadaq Hussain, Kia Dashtipour, Tharm Ratnarajah, Amir Hussain
A Novel Chaos-based Light-weight Image Encryption Scheme for Multi-modal Hearing Aids. DSC (2022)
I-Chun Chern, Kuo-Hsuan Hung, Yi-Ting Chen, Tassadaq Hussain, Mandar Gogate, Amir Hussain, Yu Tsao, Jen-Cheng Hou
Audio-Visual Speech Enhancement and Separation by Leveraging Multi-Modal Self-Supervised Embeddings. CoRR (2022)
Abhijeet Bishnu, Ankit Gupta, Mandar Gogate, Kia Dashtipour, Ahsan Adeel, Amir Hussain, Mathini Sellathurai, Tharmalingam Ratnarajah
A Novel Frame Structure for Cloud-Based Audio-Visual Speech Enhancement in Multimodal Hearing-aids. CoRR (2022)
Summrina Kanwal, Faiza Khan, Sultan Alamri, Kia Dashtipur, Mandar Gogate
COVID-opt-aiNet: A clinical decision support system for COVID-19 detection. Int. J. Imaging Syst. Technol. 32 (2) (2022)
Arwa Diwali, Kia Dashtipour, Kawther Saeedi, Mandar Gogate, Erik Cambria, Amir Hussain
Arabic sentiment analysis using dependency-based rules and deep neural networks. Appl. Soft Comput. 127 (2022)
Tassadaq Hussain, Muhammad Diyan, Mandar Gogate, Kia Dashtipour, Ahsan Adeel, Yu Tsao, Amir Hussain
A Novel Speech Intelligibility Enhancement Model based on CanonicalCorrelation and Deep Learning. CoRR (2022)
Maher Heal, Kia Dashtipour, Mandar Gogate
Formulations and Algorithms to Find Maximal and Maximum Independent Sets of Graphs. CSCI (2022)
Rami Ahmed, Mandar Gogate, Ahsen Tahir, Kia Dashtipour, Bassam Naji Al-Tamimi, Ahmad Y. A. Hawalah, Mohammed Ahmed El-Affendi, Amir Hussain
Novel Deep Convolutional Neural Network-Based Contextual Recognition of Arabic Handwritten Scripts. Entropy 23 (3) (2021)
Kia Dashtipour, William Taylor, Shuja Ansari, Mandar Gogate, Adnan Zahid, Yusuf A. Sambo, Amir Hussain, Qammer H. Abbasi, Muhammad Ali Imran
Public Perception of the Fifth Generation of Cellular Networks (5G) on Social Media. Frontiers Big Data 4 (2021)
Sagar Suresh Kumar, Kia Dashtipour, Mandar Gogate, Jawad Ahmad, Khaled Assaleh, Kamran Arshad, Muhammad Ali Imran, Qammer H. Abbasi, Wasim Ahmad
Comparing the Performance of Different Classifiers for Posture Detection. BODYNETS (2021)
Andrew Churcher, Rehmat Ullah, Jawad Ahmad, Sadaqat ur Rehman, Fawad Masood, Mandar Gogate, Fehaid Alqahtani, Boubakr Nour, William J. Buchanan
An Experimental Analysis of Attack Classification Using Machine Learning in IoT Networks. Sensors 21 (2) (2021)
Mandar Gogate, Kia Dashtipour, Amir Hussain
Towards Robust Real-time Audio-Visual Speech Enhancement. CoRR (2021)
Kia Dashtipour, Mandar Gogate, Erik Cambria, Amir Hussain
A novel context-aware multimodal framework for persian sentiment analysis. Neurocomputing 457 (2021)
Tassadaq Hussain, Mandar Gogate, Kia Dashtipour, Amir Hussain
Towards Intelligibility-Oriented Audio-Visual Speech Enhancement. CoRR (2021)
Haq Nawaz, Ahsen Tahir, Nauman Ahmed, Ubaid U. Fayyaz, Tayyeb Mahmood, Abdul Jaleel, Mandar Gogate, Kia Dashtipour, Usman Masud, Qammer H. Abbasi
Ultra-Low-Power, High-Accuracy 434 MHz Indoor Positioning System for Smart Homes Leveraging Machine Learning Models. Entropy 23 (11) (2021)
Andrew Churcher, Rehmat Ullah, Jawad Ahmad, Sadaqat ur Rehman, Fawad Masood, Mandar Gogate, Fehaid Alqahtani, Boubakr Nour, William J. Buchanan
An Experimental Analysis of Attack Classification Using Machine Learning in IoT Networks. CoRR (2021)
Kia Dashtipour, William Taylor, Shuja Ansari, Adnan Zahid, Mandar Gogate, Jawad Ahmad, Khaled Assaleh, Kamran Arshad, Muhammad Ali Imran, Qammer H. Abbasi
Detecting Alzheimer's Disease Using Machine Learning Methods. BODYNETS (2021)
Kia Dashtipour, Mandar Gogate, Erik Cambria, Amir Hussain
A Novel Context-Aware Multimodal Framework for Persian Sentiment Analysis. CoRR (2021)
Ahsan Adeel, Mandar Gogate, Amir Hussain, William M. Whitmer
Lip-Reading Driven Deep Learning Approach for Speech Enhancement. IEEE Trans. Emerg. Top. Comput. Intell. 5 (3) (2021)
Kia Dashtipour, Mandar Gogate, Ahsan Adeel, Hadi Larijani, Amir Hussain
Sentiment Analysis of Persian Movie Reviews Using Deep Learning. Entropy 23 (5) (2021)
Imane Guellil, Ahsan Adeel, Faiçal Azouaou, Fodil Benali, Ala-Eddine Hachani, Kia Dashtipour, Mandar Gogate, Cosimo Ieracitano, Reza Kashani, Amir Hussain
A Semi-supervised Approach for Sentiment Analysis of Arab(ic+izi) Messages: Application to the Algerian Dialect. SN Comput. Sci. 2 (2) (2021)
Fengling Jiang, Bin Kong, Jingpeng Li, Kia Dashtipour, Mandar Gogate
Robust Visual Saliency Optimization Based on Bidirectional Markov Chains. Cogn. Comput. 13 (1) (2021)
Jingyu Li, Fengling Jiang, Jing Yang, Bin Kong, Mandar Gogate, Kia Dashtipour, Amir Hussain
Lane-DeepLab: Lane semantic segmentation in automatic driving scenarios for high-definition maps. Neurocomputing 465 (2021)
Mandar Gogate, Kia Dashtipour, Amir Hussain
Visual Speech In Real Noisy Environments (VISION): A Novel Benchmark Dataset and Deep Learning-Based Baseline System. INTERSPEECH (2020)
Kia Dashtipour, Mandar Gogate, Jingpeng Li, Fengling Jiang, Bin Kong, Amir Hussain
A hybrid Persian sentiment analysis framework: Integrating dependency grammar based rules and deep neural networks. Neurocomputing 380 (2020)
Mandar Gogate, Kia Dashtipour, Ahsan Adeel, Amir Hussain
CochleaNet: A robust language-independent audio-visual model for real-time speech enhancement. Inf. Fusion 63 (2020)
Ahsan Adeel, Mandar Gogate, Amir Hussain
Contextual deep learning-based audio-visual switching for speech enhancement in real-world environments. Inf. Fusion 59 (2020)
Mandar Gogate, Kia Dashtipour, Peter Bell, Amir Hussain
Deep Neural Network Driven Binaural Audio Visual Speech Separation. IJCNN (2020)
Kia Dashtipour, Mandar Gogate, Jingpeng Li, Fengling Jiang, Bin Kong, Amir Hussain
A Hybrid Persian Sentiment Analysis Framework: Integrating Dependency Grammar Based Rules and Deep Neural Networks. CoRR (2019)
Shibli Nisar, Muhammad Tariq, Ahsan Adeel, Mandar Gogate, Amir Hussain
Cognitively Inspired Feature Extraction and Speech Recognition for Automated Hearing Loss Testing. Cogn. Comput. 11 (4) (2019)
Mandar Gogate, Amir Hussain, Kaizhu Huang
Random Features and Random Neurons for Brain-Inspired Big Data Analytics. ICDM Workshops (2019)
Mandar Gogate, Ahsan Adeel, Kia Dashtipour, Peter Derleth, Amir Hussain
AV Speech Enhancement Challenge using a Real Noisy Corpus. CoRR (2019)
Ahsan Adeel, Mandar Gogate, Saadullah Farooq, Cosimo Ieracitano, Kia Dashtipour, Hadi Larijani, Amir Hussain
A Survey on the Role of Wireless Sensor Networks and IoT in Disaster Management. CoRR (2019)
Mandar Gogate, Kia Dashtipour, Ahsan Adeel, Amir Hussain
CochleaNet: A Robust Language-independent Audio-Visual Model for Speech Enhancement. CoRR (2019)
Rami Ahmed, Kia Dashtipour, Mandar Gogate, Ali Raza, Rui Zhang, Kaizhu Huang, Ahmad Y. A. Hawalah, Ahsan Adeel, Amir Hussain
Offline Arabic Handwriting Recognition Using Deep Machine Learning: A Review of Recent Advances. BICS (2019)
Metin Öztürk, Mandar Gogate, Oluwakayode Onireti, Ahsan Adeel, Amir Hussain, Muhammad Ali Imran
A novel deep learning driven, low-cost mobility prediction approach for 5G cellular networks: The case of the Control/Data Separation Architecture (CDSA). Neurocomputing 358 (2019)
Kia Dashtipour, Mandar Gogate, Ahsan Adeel, Cosimo Ieracitano, Hadi Larijani, Amir Hussain
Exploiting Deep Learning for Persian Sentiment Analysis. CoRR (2018)
Kia Dashtipour, Mandar Gogate, Ahsan Adeel, Cosimo Ieracitano, Hadi Larijani, Amir Hussain
Exploiting Deep Learning for Persian Sentiment Analysis. BICS (2018)
Mandar Gogate, Ahsan Adeel, Ricard Marxer, Jon Barker, Amir Hussain
DNN driven Speaker Independent Audio-Visual Mask Estimation for Speech Separation. CoRR (2018)
Mandar Gogate, Ahsan Adeel, Ricard Marxer, Jon Barker, Amir Hussain
DNN Driven Speaker Independent Audio-Visual Mask Estimation for Speech Separation. INTERSPEECH (2018)
Cosimo Ieracitano, Ahsan Adeel, Mandar Gogate, Kia Dashtipour, Francesco Carlo Morabito, Hadi Larijani, Ali Raza, Amir Hussain
Statistical Analysis Driven Optimized Deep Learning System for Intrusion Detection. CoRR (2018)
Cosimo Ieracitano, Ahsan Adeel, Mandar Gogate, Kia Dashtipour, Francesco Carlo Morabito, Hadi Larijani, Ali Raza, Amir Hussain
Statistical Analysis Driven Optimized Deep Learning System for Intrusion Detection. BICS (2018)
Ahsan Adeel, Mandar Gogate, Amir Hussain
Contextual Audio-Visual Switching For Speech Enhancement in Real-World Environments. CoRR (2018)
Ahsan Adeel, Mandar Gogate, Amir Hussain, William M. Whitmer
Lip-Reading Driven Deep Learning Approach for Speech Enhancement. CoRR (2018)
Kia Dashtipour, Mandar Gogate, Ahsan Adeel, Amir Hussain, Abdulrahman Alqarafi, Tariq S. Durrani
A Comparative Study of Persian Sentiment Analysis Based on Different Feature Combinations. CSPS (2017)
Mandar Gogate, Ahsan Adeel, Amir Hussain
Deep learning driven multimodal fusion for automated deception detection. SSCI (2017)
Ashraya Samba Shiva, Mandar Gogate, Newton Howard, Bruce Graham, Amir Hussain
Complex-valued computational model of hippocampal CA3 recurrent collaterals. IEEE ICCI*CC (2017)
Kia Dashtipour, Mandar Gogate, Ahsan Adeel, Abdulrahman Algarafi, Newton Howard, Amir Hussain
Persian Named Entity Recognition. IEEE ICCI*CC (2017)
Abdulrahman S. Alqarafi, Ahsan Adeel, Mandar Gogate, Kia Dashtipour, Amir Hussain, Tariq S. Durrani
Toward's Arabic Multi-modal Sentiment Analysis. CSPS (2017)
Mandar Gogate, Ahsan Adeel, Amir Hussain
A novel brain-inspired compression-based optimised multimodal fusion for emotion recognition. SSCI (2017)
Alexander R. T. Gepperth, Thomas Hecht, Mandar Gogate
A Generative Learning Approach to Sensor Fusion and Change Detection. Cogn. Comput. 8 (5) (2016)