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
- Speech and Music Technology Lab
Courses (that I have Taught Before):
- CS6690 - Pattern Recognition - July 2016.
- CS6015 - Linear Algebra and Random Processes -- July 2016.
Research Scholars (current):
- Linear Algebra and Random Processes
- Pattern Recogntion
- Speech Technology
- Principles of Communication
- Advanced Data Structures and Algorithms
- Data Structures and Algorithms
- Computer Networks
- Computer Graphics
- Signals and Systems
- Fundamentals of Computing
- Numerical Computing
- Programming and Data Structures
- 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):
Asha T, ``Relevance of front-end processing in Speaker Recognition,'' MS Thesis, IIT Madras, 2016.
Shrey Dutta, ``Analysis of Motifs in Carnatic Music: A
Computational Perspective,'' M S Thesis, IIT Madras, 2016.
Akshay Bhandari, ”Feature extraction for anomaly detection,” M S Thesis, IIT Madras, 2016.
Aswin S Shanmugam, ”A HYBRID APPROACH TO SEGMENTATION OF SPEECH USING
SIGNAL PROCESSING CUES AND HIDDEN MARKOV MODELS,” M S Thesis, IIT Madras, 2016.
Raghava Krishnan, ”PROSODIC ANALYSIS OF INDIAN LANGUAGES AND ITS APPLICA-
TIONS TO SPEECH SYNTHESIS,” M S Thesis, IIT Madras, 2016 (co-guide: Prof. S. Umesh, Dept. of
EE, IIT Madras)
Padi Sarala, “Applause identification and its application to archival of Carnatic Music,”April 2015.
M R Srikanth, "Speaker verification and keyword spotting for forensic applications," PhD Thesis,Dec 2013.
Ashwin Bellur, "Automatic identification of tonic in Indian classical music," MS Thesis, January 2014.
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.
Y R Venugopalakrishna, "Methods for improving the quality of syllable-based speech synthesis for Indian languages," (Co-guide: Prof. C S Ramalingam, Dept. of EE) MS Thesis, IIT Madras, 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, Prof. 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: Prof. 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)
- Jeena Prakash (PhD)
- Jilt Sebastian (PhD)
- Karthik Pandia (PhD)
- 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)
- Manish Chand Jain (MS -- co-guide Prof C Chandra Sekhar)
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).
Anusha Prakash and Hema A Murthy, ``Improvement of Continuous Dysarthric Speech Quality,'' accepted SLPAT 2016.
Nauman Daulatabad, Srikanth Madikeri, C Chandra Sekhar and Hema A Murthy, ``Two-Pass IB based Speaker Diarization System using Meeting-Specific ANN based Features,'' accepted INTERSPEECH 2016.
Anusha Prakash, Jeena J Prakash and Hema A Murthy, ``Acoustic Analysis of Syllables across Indian languages,'' accepted INTERSPEECH 2016.
Arun Baby, N L Nishanthi, Anju Thomas and Hema A Murthy, ``A unified parser for developing Indian language text to speech synthesizers,'' accepted TSD 2016.
Jilt Sebastian and Hema A Murthy, ``Group Delay Based Music Source Separation Using Deep Recurrent Neural Networks,'' accepted SPCOM 2016.
Karthik Pandia and Hema A Murthy, ``A Fast Query-by-Example Spoken Term Detection for Zero Resource Languages,'' accepted SPCOM 2016.
Jeena J Prakash and Hema A Murthy, `` “An analysis of the distribution of syllables in prosodic phrases of stress-timed and syllable-timed languages,'' Proc. Speech Prosody, pp.49-53, 2016.
Shreya Khare, Akshay Bhandari and Hema A Murthy, ``EIGEN AND MULTIMODAL ANALYSIS FOR LOCALIZING MOVING SOUNDING OBJECTS,'' Proc.
ICASSP 2016, pp.2757-2761.
Rupak Vignesh Viswanathan, Aswin S Shanmugham and Hema A Murthy, ``SIGNIFICANCE OF PSEUDO-SYLLABLES IN BUILDING BETTER ACOUSTIC MODELS FOR INDIAN ENGLISH TTS,'' Proc. ICASSP 2016, pp. 5620-5624.
Jilt Sebastian, P A Manoj Kumar and Hema A Murthy, ``An analysis of the high resolution property of group delay function with applications to audio signal processing,'' Speech Communication, Elsevier, 2016.
Saad Y Sait, Akshay Bhandari, Shreya Khare, Cyriac James and Hema A Murthy, “Multi-level
anomaly detection: Relevance of Big Data Analytics in Networks,”
Sadhana, Spring-Verlag, 2016.
P V Krishna Raj, Sridharan Sankaran and Hema A Murthy, ``
Segmentation of Carnatic Music Items using KL2, GMM and CFB Energy Feature,'' NCC 2016, pp.763-767, Guwahati, India.
Shrey Dutta, P V Krishna Raj and Hema A Murthy, “RAGA VERIFICATION IN CARNATIC
MUSIC USING LONGEST COMMON SEGMENT SET,” Proc. ISMIR 2015, pp.605-611, Malaga, Spain.
Swapnil Gupta, Ajay Srinivasamurthy, Manoj Kumar, Hema A Murthy and Xavier Serra,” Dis-
covery of Syllabic Percussion Patterns in Tabla Solo Recordings,” Proc. ISMIR 2015, pp.385-391, Malaga,
Sridharan Sankaran, P V Krishna Raj and Hema A Murthy, “Automatic Segmentation of Com-
position in Carnatic Music Using Time-Frequency CFCC Templates,” CMMR 2015, Plymouth,
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).
IBM Faculty award, 2006.
Text to speech synthesis: Resources available
Text to speech synthesis: Online HTS systems
Text to speech synthesis: Online USS systems
Discovery of Carnatic Music -- CompMusic Project.
CompMusic -- IIT Madras Demos
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Detailed Curriculum Vitae