Jayanthi Sivaswamy and Suryakanth V Gangashetty 2 Broad Areas of Signal Processing Activities Audio speech and language Medical image processing Computer vision image and video ID: 1003816
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1. Centre of Excellence in Signal Processing (CESP) – a reportJayanthi Sivaswamy and Suryakanth V Gangashetty
2. 2 Broad Areas of Signal Processing ActivitiesAudio, speech and language Medical image processing Computer vision (image and video)Wireless communicationsWireless devices, Cognitive radioMachine learning for signal processing
3. Problems being addressedAudio/speechRecognition, synthesis for Telugu and HindiEmotion recognitionLanguage identification (12 Indian languages)Image processingCAD algorithm development for disease detectionBrain atlas development for Indian populationComputer visionSports analyticsHighlight generation from sports videos
4. Problems being addressedWireless communicationCoding for efficient deliveryCoding for distributed storageIOT for India-specific applications (buildings, pollution monitoring/control)VLSI/embedded systemsHardware efficient solns for cognitive radioOn-chip channel decoder for Turbo codes (for 5 G)
5. Technical Progress from 2013-16: SummaryResource CreationLaboratoryLab facility for 20 research scholars, 15 trainees Special facilities for data acquisition and subjective studies (recording studio)Current Human resources10 faculty members20 PhD and 19 MS scholars 7 external advisors2 office staffCollaborations7 international + 12 nationalMoUs signed Samsung-BangaloreIDIAP research institute, Switzerland.OutcomesConduct of academic activities11 seminars and tutorials4 workshops 1 winter school, 1 summer school 1 conference Theses awarded3 PhD, 7 MSPublications18 Journal, 50 ConferenceExternally funded R&D projects: 5National level Advisory Committee meeting held on 29th May 2014
6. 6 Technical Progress (April to September 2016)New Faculty and Research Scholars 1 Faculty, 4 PhD, 9 MS, 1 Post doc.Academic activities Seminar Prof. José M. F. Moura (CMU) : Signal Processing on Graphs: The Data Science of Distributed & Unstructured DataDate: 22nd August, 2016Summer schoolsDeep Learning for Computer Vision, 11 -16 July, 2016Natural Language Proc., 20 June - 4 July, 2016Participation in International ChallengesBlizzard Challenge (Speech Synthesis), September 2016Publications: 5 Journal, 19 Conference
7. 7 Technical Progress (April to September 2016)Submission of new project proposals Lalitha Vadlamani (1 - approved)Jayanthi Sivaswamy (1- under review)Prasad Krishnan (1 – approved)Sachin Chaudhari (3 approved, 1 under review)Vineet Gandhi (1 – approved)
8. 8Outreach within HyderabadResearchL V Prasad Eye Institute, Continental hospital, Care hospital, Anand Eye hospitalIndian Institute of TechnologyBirla Institute of Technology & Sciences, PilaniJawaharlal Nehru Technological UniversityG Narayanamma Institute of Technology & SciencesStudent projectsOsmania UniversityVNR Vignana Jyothi Institute of Engineering & TechnologyIndur Institute of Engineering & TechnologyDeccan College of Engineering & TechnologyCMR Institute of TechnologyGeethanjali College of Engineering & Technology
9. 9Courses offered related to Signal Processing Advanced Courses Artificial Neural Networks Pattern Recognition Machine Learning Multi-rate Signal Processing Statistical Signal Processing Image Processing Time Frequency AnalysisDomain-specific Courses Speech Signal Processing Speech Technology Medical Signal Processing Genome Signal Processing
10. 10CESP Faculty Faculty NameResearch AreaDr. Suryakanth V GangashettySpeech signal processing, neural networksDr. Anil Kumar Vuppala Speech signal processingProf. Jayanthi Sivaswamy Image processing, medical image analysisDr. Vineet Gandhi Mathematics of signal and image processingDr. Sachin ChaudhariCognitive radios, wireless communications, IoTDr. Prasad Krishnan Coding theoryDr. Lalitha Vadlamani Coding theory, sparse signal processingDr. Rahul Shrestha VLSI and embedded systems
11. Some of our publicationsS. Chaudhari , M. Kosunen, S. Makinen, J. Oksanen, M. Laatta, J. Ojaniemi, V. Koivunen, J. Ryynanen, and M. Valkam. (2016) Performance Evaluation of Cyclostationary based Cooperative Sensing using Field Measurements, in IEEE Trans. on Vehicular Tech. , pp. 1982-1997, April.Chakrabarty L, Joshi GD, Chakravarty A, Raman G.V., Krishnadas SR and Sivaswamy, J. (2016) Automated Detection of Glaucoma From Topographic Features of the Optic Nerve Head in Color Fundus Photographs, Journal of Glaucoma, 25(7) pp. 590-597.Prasad RS and Yegnanarayana B. (2016) Determination of glottal open regions by exploiting changes in the vocal tract system characteristics, Journal of Acoustical Society of America, vol. 40, no. 1, pp. 666-677.Shrestha R and Paily R (2016) Memory-Reduced Maximum-A-Posteriori-Probability Decoding for High-Throughput Parallel-Turbo Decoders, Journal of Circuits, Systems, and Signal Processing, vol. 35, Issue: 8, pp. 2832–2854.
12. Some of our publications.. contd.Mounika KV, Achanta S, Lakshmi H R, Gangashetty SV, and Vuppala AK. (2016) An Investigation of Deep Neural Network Architectures for Language Recognition in Indian Languages, INTERSPEECH, San Francisco.Vadapalli A, Gangashetty AV. (2016) An Investigation of Recurrent Neural Network Architectures using Word Embeddings for Phrase Break Prediction, INTERSPEECH 2016, San Francisco.Mehta R and Sivaswamy J. (2016) A Hybrid Approach to Tissue-based Intensity Standardization of Brain MRI Images, Proc. IEEE Int’l Symposium on Biomed. Imaging (ISBI) Prague.Krishnan P and Lalitha V. (2016) A class of index coding problems with rate 1/3, Proc. Int’l Symposium on Information Theory (ISIT).
13. 13Future workFocus on signal processing solutions for India-specific problems Indian languages (recognition and synthesis)Communication in sparse and congested scenarios Set up a high performance computing facilityCreate an Indian population-specific data repository Outreach activitiesTraining programs (foundation and research)Short term coursesCompressive sensing, Deep learning, Biomedical signal processing, Coding for information flow networks, Signal processing for wireless communication, Internet-of-Things (IoT)National Level Advisory Committee Meeting: planned for Nov/Dec.
14. 14Financial Status (April to September) 2016 Expenditure and funds position (in Lakhs) Details of expenditure incurred during 01st April to 30th September 2016 (in Lakhs)HeadsExpenditureComputing infrastructure0.00Manpower expenses18.97Short term courses and workshops1.38Other expenses (Equipment, Journals, Books, Travel, Visitors, Contingency, Consumables, Course Material)13.77Total Expenditure34.22Opening Balance as on 01st April 2016Amount ReceivedApril-September 2016Amount SpentAvailable Balance 0.12110.0034.1276.00
15. 15Financial Status as on 30th September 2016 Expenditure and funds position Amount ReceivedAmount SpentAvailable Balance 3,15,00,0002,38,99,56576,00,435
16. 16Thank You
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