Hema A Murthy
Research Areas: Speech Processing, Speech Synthesis and Recognition,
Network traffic analysis and modeling, Music information retrieval, Music Processing, Time series modeling, and Pattern Recognition
- Ph.D., Computer Science and Engineering, IIT Madras, 1992
- M.Eng, Electrical and Computer Engineering, McMaster University,Canada, 1986
- B.E., Electronics and Communcation Engineering, Osmania University, 1980
Courses (Teaching Currently/next Semester):
- DONlab: Communications Systems and Indic Computing
Courses (that I have Taught Before):
- CS6300 - Speech Technology - Jan 2013.
- CS6690 - Pattern Recognition - July 2013.
Research Scholars (current):
- Advanced Data Structures and Algorithms
- Data Structures and Algorithms
- Computer Networks
- Computer Graphics
- Signals and Systems
- Pattern Recogntion
- Fundamentals of Computing
- Numerical Computing
- Programming and Data Structures
- Speech Technology
- Principles of Communication
- Information Theory and Coding
- Introduction to Computing
- Algorithms for Digital Signal Processing
- Network Management Systems
- Digital Image and Speech Processing
- Object Oriented Systems Lab
- Advanced Programming Lab
- Higher Level Language Lab
Research Scholars (completed):
M R Srikanth, "Speaker verification and keyword spotting for forensic applications," PhD Thesis, submitted, 2013.
Ashwin Bellur, "Automatic identification of tonic in Indian classical music," MS Thesis, submitted, 2013.
Chaitanya Kumar, "Information theoretic measures to incorporate multiple feature streams in the linguistic search space for automatic speech recognition,'' MS Thesis, 2013 (Co-guide: Prof. C Chandra Sekhar).
Subhadeep Dey, "Universal syllable models for language identification," MS Thesis, IIT Madras, 2013.
Santosh Kumar Chaudhari, "Green IT: Energy efficient techniques for network management for core networks and data centers," MS Thesis, IIT Madras, 2013.
Cyriac James, "Relevance of time series in network traffic modeling: In the context of TCP SYN DOS attacks," M S Thesis, IIT Madras, 2012.
R Padmanabhan, "Studies on voice activity detection and feature diversity for Speaker Recognition," Ph.D Thesis, IIT Madras, 2012.
Rajesh Janakiraman, "Syllable Segmentation and its Application to Syllable-centric Continuous Speech Recognition," M.S Thesis, IIT Madras, 2012 (Co-guide: Prof. C Chandra Sekhar).
S Ranbir Singh "On the significance of crawling, clustering and real-time
implicit feedback in web search engines," (Co-guide: T A Gonsalves) Phd Thesis, 2010.
Nikhil Ranjan "GARCH Models for TCP Based Denial of Service," (co-guide: T A Gonsalves) M S Thesis, 2010.
P R Ramya, "Incorporating acoustic feature diversity in linguistic search space for speech recognition," (Co-guide C S Ramalingam) MS Thesis, 2009.
Sadhana Chevireddy, "A syllable-based segment vocoder," (Co-guide: Dr. C Chandra Sekhar, Dept. of CS\&E), MS Thesis, 2009.
P G Deivapalan, "A Segmented Syllable-based, Isolated Word Recognizer for
Indian Languages," M S Thesis, 2009.
Pranav Hamnabhadkar, "Pattern Recognition and Synthesis of Materials Microstructures," (Co-guide: Dr. K Balasubramanian, Director, NFTDC, Hyderabad) MS Thesis, 2009.
Sreenivasulu Nagireddy, "A Pattern Recognition Approach to Block Cipher
Identification,"(Co-guide: Dr. C Chandra Sekhar, Dept. of CS\&E), MS Thesis, 2009.
M Kasirajan, "Patram: A unified word processing system for handwritten character recognition in Indian languages," (Co-guide: Dr. Srinivasa Chakravarthy, Dept of BT), MS Thesis, IIT Madras, 2008.
P Sreehari Krishnan, "Voice activity detection using group delay functions," M S Thesis, IIT, Madras, 2007.
A Lakshmi, "A Syllable-based approach to continuous speech recognition inIndian languages," (Co-guide, Dr. C S Ramalingam, Dept. of EE) M S Thesis, IIT, Madras, 2007.
Samuel Thomas, "Natural sounding Text-to-speech synthesis based on
syllable-like units," (Co-guide: Dr. C Chandra Sekhar, Dept. of CS\&E) M S Thesis, IIT, Madras, 2007.
Dinil Mon Divakaran, "Traffic Modeling and Analysis," (Co-guide: Prof. TA Gonsalves, Dept. of CS\&E) M S Thesis, IIT, Madras, 2007.
P Manohar, "The Multimodal Interaction for the Computer: An Application
independent Approach," M.S Thesis, IIT Madras, 2006.
Vinod J, "Low cost Data Communication network for Rural Telecom Management," (Co-Guide: Prof. T.A. Gonsalves, Dept. CS\&E, IIT Madras) M S Thesis, IIT Madras, 2006.
G L Sarada, "Automatic Transcription of Continuous Speech into Syllable-like Units," M.S Thesis, IIT Madras, 2006.
Rajesh Hegde, "The Modified Group Delay feature and its application to Speech Recognition," Ph.d Thesis,IIT Madras, 2005.
R Deepak, "Distributed Intrusion Detection System,"(Co-Guide: Prof. T.A.Gonsalves, Dept. CS&E, IIT Madras), M S Thesis, IIT Madras, 2005.
Veena Desai, "Distributed Speech Recognition," (Co-guide: Prof.T A Gonsalves, Dept. of CS&E, IIT Madras), M.S Thesis, IIT Madras, 2005.
T. Nagarajan, "Implicit Spoken Language Identification Systems," Ph.d Thesis, IIT Madras, 2004.
G.Sirisha, "A DSP Virtual Machine," M S Thesis, IIT Madras, 2004(Co-Guide: Prof. T.A.Gonsalves, Dept. CS&E, IIT Madras)
N Sridhar Krishna, "Multilingual Text-to Speech Synthesis," M S Thesis IIT Madras, 2004 (Co-Guide: Prof. T.A.Gonsalves, Dept. CS&E, IIT Madras)
M Balamurugan, "An Access Network Planner," M S Thesis, IIT Madras, 2004 (Co-Guide: Prof. T.A.Gonsalves, Dept. CS&E, IIT Madras)
M. A. Saifulla, "A Pattern Matching Approach to Classifying Network Traffic," M.S Thesis, IIT Madras, 2003, (Co-Guide: Prof. T.A.Gonsalves, Dept. of
V Kamakshi Prasad, "Segmentation and Recognition of Continuous Speech," Ph.D Thesis, IIT Madras, 2002.
A Ramasamy, "LP Based Traffic Modelling and a Framework for Control," M.S.Thesis, IIT Madras, 2002 (Co-Guide: Prof.T.A.Gonsalves, Dept. of CS&E).
B Jyotsana, "A Spoken Language Identification System for Indian Languages," M.S. Thesis, IIT Madras, 2001.
S Vela, "A New Model of Speaker Identification based on Statistical Similarity and an Object Oriented Framework for Online Speaker Identification," M.S.Thesis, IIT Madras, 1999.
J Srichand, "Word Boundary Detection in Indian Languages and its Application to Keyword Spotting," M.S.Thesis, IIT Madras, 1999 (Co-guide:Dr.G.V.Ramana Rao).
M Narendranath, "Transformation of Vocal Tract Characteristics for Voice Conversion using Artificial Neural Networks," M.S. Thesis, IIT Madras, 1995 (Co-Guide: Prof.B.Yegnanarayana, Dept. of CS&E).
- Abhijit Pradhan (PhD - External)
- Golda Brunet (PhD) --RKA
- P Sarala (PhD)
- Saad Yunus Sait (PhD)
- Rajeev Rajan (PhD)
- Lakshmi Priya (PhD)
- Jeena Prakash (PhD)
- Jilt Sebastian (PhD)
- M V Vinodh(MS) -- RKA
- Vadiraj P (MS) -- RKA
- Asha T Naidu (MS)
- Raghava Krishnan (MS -- EE)
- Aswin Shanmugam (MS)
- Anusha Prakash (MS -- AM)
- Shrey Dutta (MS)
- Akshay Bhandari (MS)
- Shreya Khare (MS)
- Jom Kuriacose (MS)
Department of Computer Science and Engineering
Indian Institute of Technology Madras
Chennai - 600 036
Ph: +91-44-2257 4364
Fax: +91-44-2257 4352
E-mail: hema AT cse DOT iitm DOT ac DOT in
Research Interests: Speech processing, recognition synthesis, computer networks, music processing.
Social Interests: School education , Science popularisation , Communal harmony, global warming, women empowerment
Membership: IEEE Society, Indian scientists against nuclear weapons, Movement for Peace and Unity, Tamilnadu science forum, Prakriti (a group at IITM that is concerned about the environment).
Padi Sarala and Hema A Murthy, ``Cent filter banks and its relevance to identifying the main song in Carnatic music,'' accepted CMMR 2013.
Vignesh Ishwar, Shrey Dutta, Ashwin Bellur and Hema A Murthy, ``Motif spotting in an Alapana in Carnatic music,'' accepted ISMIR 2013.
Padi Sarala and Hema A Murthy, ``Inter and intra segmentation of Carnatic music recordings for archival,'' accepted ISMIR 2013.
B. Ramani, S.Lilly Christina, G Anushiya Rachel, V Sherlin Solomi,
Mahesh Kumar Nandwana, Anusha Prakash, Aswin Shanmugam S, Raghava Krishnan
S P Kishore, K Samudravijaya, P Vijayalakshmi, T Nagarajan and Hema A Murthy,``A Common Attribute based Unified HTS framework for Speech Synthesis in Indian Languages,'' accepted SSW8, 2013.
Abhijit Pradhan, S Aswin Shanmugham, Anusha Prakash, V Kamakoti and Hema A Murthy, ``A syllable-based statistical text to speech system,'' accepted EUSIPCO, 2013.
Ashwin Bellur and Hema A Murthy, ``A novel application of group delay function for identifying tonic in Carnatic Music,'' accepted EUSIPCO , 2013.
Golda Brunet and Hema A Murthy, ``Analysis of vowel deletion in continuous speech,'' accepted EUSIPCO , 2013.
Rajeev Rajan and Hema A Murthy, "Group delay based melody monopitch extraction from music,"
ICASSP 2013, Vancouver, Canada, May-2013.
Akshay Ananthapadmanabhan, Ashwin Bellur and Hema A Murthy, "Modal analysis and
transcription of strokes of the mridangam using non-negative matrix factorisation,"
ICASSP 2013, Vancouver,Canada, May-2013.
Rajeev Rajan and Hema A Murthy, "Melodic pitch extraction from music signals using modified group delay functions,"
Communications (NCC), 2013 National Conference on
Digital Object Identifier: 10.1109/NCC.2013.6487986
Ashwin Bellur and Hema A Murthy, "A cepstrum based approach for identifying tonic pitch in Indian classical music,"
Communications (NCC), 2013 National Conference on
Digital Object Identifier: 10.1109/NCC.2013.6487983
Publication Year: 2013.
Srikanth Madikeri, Asha T and H A Murthy, "IIT-M Speaker Recognition System for NIST SRE 2012," Florida, USA, December 2012.
S.Y.Sait, M.S.Kumar, H.A.Murthy, “User Traffic Classification for Proxy-Server based Internet Access
Control”, IEEE 6th International Conference on Signal Processing and Communication Systems Gold
Coast, Australia, December 2012.
Cyriac James and Hema A Murthy, ``Decoupling Non-Stationary and Stationary
Components in Long Range Network Time Series in the Context of Anomaly
Detection,'' IEEE Local Computer Networks (Oct 2012)
Srikanth R. Madikeri, Hema A. Murthy, ``Acoustic Segmentation Using Group Delay Functions and Its Relevance To Spoken Keyword Spotting'', TSD 2012.
Subhadeep Dey and Hema A Murthy, `` Unsupervised Clustering of Syllables for Language Identification,'' EUSIPCO-2012 , Romania, pp. 325-329.
Indian Language text-to-speech synthesis systems integrated with screen readers, GE innovation award and first prize in research expo, Shaastraa 2013.
Prof. Rais Ahmed Memorial Lecture Award, Acoustical Society of India, 2012.
Text to speech synthesis in Indian Languages, Manthan Award Finalist (top 74 out ~450 projects), 2012.
IBM Faculty award, 2006.
Text to speech synthesis systems in Indian languages -- Consortium leader
Discovery of Carnatic Music -- CompMusic Project (http://www.compmusic.upf.edu).
Indo UK Advanced Technology Collaboration -- Network Resilience
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Detailed Curriculum Vitae