Research Interest:
Remote sensing data processing (LiDAR)
Voice signal processing
Machine learning, deep learning
Google Scholar Link: shorturl.at/CGRU3
Publication:
Conference:
Nazia Hossain and Mahmuda Naznin, Finding Emotion from Multi-lingual Voice Data, Proceedings of the IEEE 44th Annual Computers, Software, and Applications Conference (COMPSAC), PP. 408-417, Madrid, Spain, July 13-17, 2020.
Link: Finding Emotion from Multi-lingual Voice Data
Nazia Hossain, Mahmuda Naznin, Sensing Emotion from Voice Jitter, SenSys 2018 - Proceedings of the 16th Conference on Embedded Networked Sensor Systems, PP. 359-360, Shenzhen, China, November 4-7, 2018.
Link: Sensing Emotion from Voice Jitter
Nazia Hossain, Mahmuda Naznin, EmoVoice: Finding My Mood from My Voice Signal, UbiComp/ISWC 2018 - - Adjunct Proceedings of the 2018 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2018 ACM International Symposium on Wearable Computers, PP. 1826-1828, Singapore, October 8-12, 2018.
Link: EmoVoice: Finding My Mood from My Voice Signal.
Jalal Ahammad, Nazia Hossain, Mohammad Shafiul Alam, Credit Card Fraud Detection using User Behavior with Weighted Attribute Graph, International Conference on Computing Advancements (ICCA) 2020, Dhaka, Bangladesh, 10-12 January, 2020.
Journal:
1. Siam Hasan, Ambreen Zaman, Nazia Hossain, Real-time Voice Command Recognition in Operation Theater for Surgeon-Computer Interaction, Journal of Applied Computer Science & Technology, The Institution of Engineers, Bangladesh, Vol. 1, CSE 1, No. 2, PP. 76-82, December 2018.
Link: Real-time Voice Command Recognition
2. Nazia Hossain, Rifat Jahan, Tanjila Tabasum Tunka, Emotion Detection from Voice Based Classified Frame-Energy Signal Using K-Means Clustering, International Journal of Software Engineering & Applications (IJSEA), Vol.9, No.4, PP. 37-44, July 2018.
Link: Emotion Detection from Voice Based Classified Frame-Energy Signal Using K-Means Clustering
3. Tarikuzzaman Emon, Tarin Kazi and Nazia Hossain, A Comparative Analysis On Routing Protocols of Mobile Ad Hoc Network, International Journal of Computer Science, Engineering and Information Technology (IJCSEIT), Vol. 4, No.4, PP. 33-45, August 2014.
Link: Comparative Analysis On Routing Protocols of Mobile Ad Hoc Network
4. Nazia Hossain, Dilruba Shareen, Tarin Kazi, Instant Bangla Speech to Text Conversion, International Journal of Science and Research (IJSR), Vol. 3, No. 6, PP. 2403-2405, June 2014.
Link: Instant Bangla Speech to Text Conversion
Dissertation/Disquisitions:
1. “Speaker Identification from Extracted Features of Selective Energized Voice Signal”,
M.Sc., Computer Science & Engineering, Bangladesh University of Engineering and
Technology (BUET), Bangladesh. Supervisor: Prof. Dr. Mahmuda Naznin.
2. “Real Time Bangla Speech to Text Conversion”, B.Sc., Computer Science &
Engineering, Khulna University of Engineering and Technology (KUET),
Bangladesh. Supervisor: Dr. Shaheena Sultana.