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Faculty Member Details

Staff Id : 03974
Name : Dr. P. DHANALAKSHMI
Designation : PROFESSOR
Department : COMPUTER SCIENCE & ENGG.
Qualification : B.E.,M.Tech.,M.B.A.,Ph.D.
Specialization : Audio and Speech Signal Processing, Pattern Recognition, Data Mining and Software Engineering
Date of Birth : 28-01-1972
Date of Joining : 03-08-1998

Present Address Contact Number E-Mail Address
63,South Car Street,
Chidambaram - 608 001.
9443788148abidhana01@gmail.com

Research Guidance
Discipline Awarded Guidance
M.Phil./M.E./M.Sc. 3030
Ph.D. 66


Conference /Seminar / Symposia / Workshop
Conference Seminar Symposia Workshop
National International
Attended 81811--
Conducted 1---3


Research Projects
Major Projects Minor Projects Total Amount (Rs.)
Completed ---
Ongoing 1-11,87,800

Teaching and Research Experience Industry Experience
26 Years -

Journals Conference Books Published Popular Article
National International National International
5 67 8 19 - -

List of Publications - National
Manikandan.S, Dhanalakshmi, P, "Analysis Of Parkinsonââ,¬â"˘s Diseases Using Pre-Trained Convolutional Neural Network.", Journal Of Education: Rabindrabharati University, Volume 23, Number 11, Feb 2021, pp. 224-230. 2021.
Manikandan.S, Dhanalakshmi, P, "Transfer Learning Based Classification of Brain Tumors Using MRI Images.", Turkish Online Journal of Qualitative Inquiry, Volume 12, Number 9, Mar 2021, pp. 1560-1569. 2021.
Kamatchy B, Dr. P. Dhanalakshmi, "Classification of Broadcast Audio using Random Forests and SVM with MFCC Features.", Journal of Advanced Research in Dynamical & Control Systems, Volume 12, Number 1, Nov 2020, pp. 181-187. 2020.
P. Dhanalakshmi, S. Palanivel and V. Ramalingam, "Classification and Indexing of Audio Broadcast Data,.", ICFAI Journal of Science and Technology, Volume 5, Number 4, Dec 2009, pp. 39-52. 2009.
P. Dhanalakshmi, S. Palanivel and V. Ramalingam, "Recent trends in audio classification for retrieval applications.", Annamalai Journal of Management, Volume 2, Number 1, Feb 2008, pp. 41-45. 2008.
List of Publications - International
Preethi A, Dr. P. Dhanalakshmi, Dr. R. Thiruvengatanadhan, "A Survey on Video Captioning using Deep Learning.", Mukt Shabd Journal, Volume 11, Number 3, Mar 2022, pp. 421-429. 2022.
Preethi A, Dr. P. Dhanalakshmi, Dr. R. Thiruvengatanadhan, "Video Shot Boundary Detection using Machine Learning and Deep Learning methods.", Advanced Engineering Science, Volume 54, Number 2, Oct 2022, pp. 2911-2920. 2022.
Preethi A, Dr. P. Dhanalakshmi, Dr. R. Thiruvengatanadhan, "SUMMARIZATION OF CAPTIONS GENERATED FOR A VIDEO THROUGH LSTM AND GRU USING TF-IDF VECTORIZATION.", Journal of Northeastern University, Volume 25, Number 4, Nov 2022, pp. 2096-3246. 2022.
Rajkumar R, Dr. P. Dhanalakshmi, "Automated Diabetic Retinopathy Detection and Grading using Fusion based Pretrained Convolutional Neural Networks.", NEUROQUANTOLOGY, Volume 20, Number 15, Mar 2022, pp. 3133-3149. 2022.
Manikandan.S, Dhanalakshmi, P, "Classification of Alzheimer Disease using Pre-Trained Convolutional Neural Networks Techniques.", Design Engineering, Volume 2, Number 6, Apr 2021, pp. 3332-3340. 2021.
S. Abarna, V. Rathikarani, P. Dhanalakshmi, "A Review of Machine Learning Technique for Yoga Posture Classification.", International Research Journal of Engineering and Technology (IRJET), Volume 0, Number 0, Nov 2021, pp. 0-0. 2020.
S. Prabavathy, V. Rathikarani, Dr. P. Dhanalakshmi, "Classification of Musical Instruments using SVM and KNN.", International Journal of Innovative Technology and Exploring Engineering (IJITEE), Volume 9, Number 7, May 2020, pp. 1-9. 2020.
S. Prabavathy, V. Rathikarani, Dr. P. Dhanalakshmi, "Musical Instruments Classification using Pre-Trained Model.", International Research Journal of Engineering and Technology (IRJET), Volume 7, Number 5, May 2020, pp. 1-11. 2020.
Kamatchy B, Dr. P. Dhanalakshmi, "An Efficient Model for TV broadcast audio classification through Inception-v3 and ResNet50 Models.", International Journal of Innovative Technology and Exploring Engineering (IJITEE), Volume 9, Number 5, Mar 2020, pp. 2234-2238. 2020.
Kamatchy B, Dr. P. Dhanalakshmi, "A Novel Approach for TV Broadcast Audio Segmentation using AANN.", Science Technology and Development Journal (STD Journal), Volume 9, Number 12, Dec 2020, pp. 96-99. 2020.
Kamatchy B, Dr. P. Dhanalakshmi, "A Robust Model for Audio Classification through Fine-Tuning.", International Journal of Analytical and Experimental Modal Analysis (IJAEMA), Volume 12, Number 12, Dec 2020, pp. 73-77. 2020.
Kamatchy B, Dr. P. Dhanalakshmi, "Comparative Analysis of Random Forests and Inception-v3 for Broadcast Audio Classification.", International Journal of Engineering Development and Research (IJEDR), Volume 8, Number 4, Dec 2020, pp. 206-210. 2020.
Kamatchy B, Dr. P. Dhanalakshmi, "A Deep Learning CNN Model for TV Broadcast Audio Classification.", International Journal of Engineering Research and Technology (IJERT), Volume 9, Number 11, Nov 2020, pp. 365-368. 2020.
Indhumathi J, Dr. Dhanalakshmi P, "Oral Squamous Cell Carcinoma Classification using Deep Boltzmann Machine and GLCM Features.", International Journal of Scientific Research and Reviews, Volume 8, Number 2, Mar 2019, pp. 999-1009. 2019.
R. Rajkumar, P. Dhanalakshmi, R. Thiruvengatanadhan , "An Efficient Segmentation Based Classification of Diabetic Retinopathy Identification Using CLAHE with Resnet Model.", International Journal of Innovative Technology and Exploring Engineering (IJITEE), Volume 8, Number 9, Jul 2019, pp. 2277-2283. 2019.
4. R. Rajkumar, Dr. P. Dhanalakshmi, "Survey on liver diseases Identification based on ultrasound Images.", International Journal of Emerging Technologies and Innovative Research (JETIR), Volume 6, Number 2, Feb 2019, pp. 552-555. 2019.
N. Bharanikumar, Dr.P. Dhanalakshmi, "Survey on Machine Learning Algorithms for Classfication and Prediction of Land use changes using GIS.", International Journal of Computer Sciences and Engineering, Volume 7, Number 4, Feb 2019, pp. 351-354. 2019.
P. Aurchana , Dr. P. Dhanalakshmi, "Histopathological Variants of Squamous Cell Carcinoma using Convolutional Neural Networks.", International Journal of Emerging Technologies and Innovative Research (JETIR) , Volume 6, Number 1, Jan 2019, pp. 221-225. 2019.
R. Rajkumar, Dr. P. Dhanalakshmi , "A Comprehensive Review on Diabetic Retinopathy Identification and Classification.", Journal of Emerging Technologies and Innovative Research (JETIR), Volume 6, Number 6, Jun 2019, pp. 524-528. 2019.
Kamatchy B, Dr. P. Dhanalakshmi, "Design and Implementation of Multi-Modal Feature Extraction for Bio-Authentication.", International Journal of Recent Technology and Engineering (IJRTE), Volume 8, Number 1, May 2019, pp. 1010-1014. 2019.
S. Manikandan, P. Dhanalakshmi, R. Thiruvengatanadhan, "An Efficient Brain Stroke Image Classification Model Based on Artificial Bee Colony Optimization With Kernel Support Vector Machine.", International Journal of Innovative Technology and Exploring Engineering (IJITEE), Volume 8, Number 11, Sep 2019, pp. 1274-1284. 2019.
S. Prabavathy, V. Rathikarani, Dr. P. Dhanalakshmi, "An Enhanced Musical Instrument Classification using Deep Convolutional Neural Network.", International Journal of Recent Technology and Engineering (IJRTE), Volume 8, Number 4, Nov 2019, pp. 1-10. 2019.
Aurchana P, Dr. Dhanalakshmi P, "Grading of Oral Epithelial Dysplasia using Multi-SVM.", Journal of Advanced Research in Dynamical & Control Systems, Volume 10, Number 8, May 2018, pp. 1479-1486. 2018.
P.Aurchana ,P. Dhanalakshmi and C.Kalyani(MDS), "Classification of Oral Sub mucous Fibrosis using SVM.", International Journal for Science And Advance Research and Technology, Volume 3, Number 2, Feb 2017, pp. 252-255. 2017.
S. Prabavathy, V. Rathikarani, Dr. P. Dhanalakshmi, "Recognition of Musical Instruments by Machine.", International Journal of Science, Engineering and Management (IJSEM), Volume 2, Number 12, Dec 2017, pp. 126-128. 2017.
Aurchana P, Dr. Dhanalakshmi P, "SVM Based Classification of Epithelial Dysplasia using SURF and SIFT Features.", International Journal of Pure and Applied Mathematics, Volume 117, Number 15, Nov 2017, pp. 1163-1175. 2017.
S.Ananthi and P. Dhanalakshmi, "Genetic Algorithm and Concatenative Synthesis to Retrieve speech document for the Textual Query.", International Journal of Scientific Research Organization, Volume 1, Number 1, Feb 2017, pp. 234-240. 2017.
Dr.Venkatakrishnan, Dr. C. Kalyani and P.Dhanalakshmi, "Analysis of Leukoplakia Disease Classification using Radial Basis Function Neural Network.", International Journal of Medical Science, Volume 4, Number 3, Mar 2017, pp. 7-11. 2017.
P.Aurchana and P. Dhanalakshmi , "SVM based classification of epithedial dysplasia using SURF and SIFT Features.", International Journal of Pure and Applied Mathematics, Volume 117, Number 15, Dec 2017, pp. 1163-1174. 2017.
Dr.C.Kalyani(MDS), S. Venkatahrishnan and P.Dhanalakshmi, "Oral Lichen Planus Classification using Auto associative Neural Network.", International Journal for Science And Advance Research and Technology, Volume 3, Number 3, Mar 2017, pp. 1179-1183. 2017.
P. Dhanalakshmi,R.Thiruvengatanadhan and S.Jayalakshmi, "A Robust Music Retrieval System using Salient Features.", International Journal for Science And Advance Research and Technology, Volume 3, Number 2, Feb 2017, pp. 293-298. 2017.
R.Thiruvengatanadhan and P. Dhanalakshmi, "A Novel Method for Indexing and Retrieval of Speech using gaussian Mixture Model Technique.", International Journal of Computer Applications, Volume 148, Number 3, Aug 2016, pp. 42-47. 2016.
R.Thiruvengatanadhan and P. Dhanalakshmi, "Indexing and Retrieval of Music using Gaussian Mixture Model Techniques.", International Journal of computer Applications, Volume 148, Number 3, Aug 2016, pp. 35-41. 2016.
T. Sivaprakasam and P. Dhanalakshmi, "Environmental Audio Source Separation Based on Improved k-means Clustering with Adaptive Genetic Algorithm.", International Journal of Control Theory and Application, Volume 9, Number 2, Jun 2016, pp. 575-590. 2016.
R. Visalakshi and P.Dhanalakshmi, "Performance of Speaker Identification using CSM and TM.", International Journal of speech Technology (Springer), Volume 2, Number 3, May 2016, pp. 1-9. 2016.
R. Visalakshi and P.Dhanalakshmi, "Performance of speaker Localization using Microphone Array.", International Journal of speech Technolgy (Springer), Volume 1, Number 2, Mar 2016, pp. 1-17. 2016.
V.Rathikarani and P.Dhanalakshmi, "Automatic Classification of ECG images for Cardiac Disease Diagnosis Using Template Matching.", International Journal of Applied Engineering Research, Volume 9, Number 20, Jan 2015, pp. 4756-4562. 2015.
S. Pazhanirajan and P.Dhanalakshmi, "Alzheimer Disease Classification using SVM and Multi-SVM.", Advances in Natural and Applied Sciences, Volume 9, Number 6, Jan 2015, pp. 29-34. 2015.
S. Pazhanirajan and P. Dhanalakshmi, "MRI Classification of Parkinson's Disease Using SVM and Texture Features.", Advances in Intelligent and Computing, Springer, Volume 380, Number 2, Aug 2015, pp. 357-364. 2015.
S .Ananthi and P.Dhanalakshmi , "SVM and HMM modeling Techniques for speech recognition using LPCC and MFCC features .", Advances in Intelligent and Computing, Springer International Publishing Switzerland, Volume 1, Number 21, Jan 2015, pp. 519-526. 2015.
R. Thiruvengatanadhan and P. Dhanalakshmi, "Indexing and Retrieval of Speech using Perceptual Linear Prediction and sonagram.", Advances in Natural and Applied Sciences, Volume 9, Number 6, Feb 2015, pp. 117-122. 2015.
V.Rathikarani , P.Dhanalakshmi and K. Vijayakumar, "Automatic Classification of ECG signal for Heart Disease Diagnosis based on Probabilistic Neural Network and Self Organizing Maps.", International; Journal of Current Research and Decelopment, Volume 3, Number 1, Jan 2015, pp. 85-97. 2015.
R. Thiruvengatanadhan and P. Dhanalakshmi , "A Fuzzy C-means based GMM for classifying speech and music signals.", International Journal of Computer Applications, Volume 102, Number 5, Sep 2014, pp. 16-22. 2014.
M. Vijayavanan, V. Rathikarani and P. Dhanalakshmi, "Automatic Classification of ECG Signal for Heart Disease Diagnosis using morphological features.", International Journal of Computer Science & Engineering Technology (IJCSET), Volume 5, Number 4, Apr 2014, pp. 449-455. 2014.
S. Ananthi and P. Dhanalakshmi, "Survey about Speech Recognition and Its Usage for Impaired (Disabled) Persons.", International Journal of Scientific & Engineering Research (IJSER), Volume 3, Number 13, Feb 2013, pp. 1-7. 2013.
S. Ananthi and P. Dhanalakshmi, "Triple DES Algorithm for Hiding Amorphous Secret Data into Predictive Coding Based on Reversible Image Steganography.", International Journal of Advanced Research in Computer Science, Volume 4, Number 4, Apr 2013, pp. 208-213. 2013.
S. Ananthi and P. Dhanalakshmi, "Speech Recognition System and Isolated Word Recognition based on Hidden Markov Model (HMM) for Hearing Impaired.", International Journal of Computer Applications, Volume 73, Number 20, Jul 2013, pp. 30-34. 2013.
R. Visalakshi and P. Dhanalakshmi , "RBFNN Model for Speaker Recognition using Throat Microphone Signal.", International Journal of Computer Science Research & Technology (IJCSRT), Volume 1, Number 3, Aug 2013, pp. 31-35. 2013.
R.Thiruvengatanadhan and P. Dhanalakshmi, "Speech/Music Classification using GMM.", International Journal of Computer Science Research & Technology, Volume 1, Number 4, Sep 2013, pp. 103-108. 2013.
P. Dhanalakshmi and R. Visalakshi, "Throat Microphone for Speaker Recognition Using AANN.", International Journal of Advanced Research in Computer Science and Software Engineering, Volume 3, Number 8, Aug 2013, pp. 412-415. 2013.
R. Visalakshi, P. Dhanalakshmi and J. Devasundari, "Speaker Recognition In Clean Environment Using Radial Basis Function Neural Network.", International Journal on Advanced Computer Theory and Engineering (IJACTE), Volume 1, Number 1, Apr 2013, pp. 140-146. 2013.
R. Thiruvengatanadhan and P. Dhanalakshmi and P. Suresh Kumar, "Speech/Music Classification using SVM.", International Journal of Computer Applications, Volume 65, Number 6, Mar 2013, pp. 36-41. 2013.
R.Thiruvengatanadhan and P. Dhanalakshmi, "Speech/Music Classification using SVM and GMM.", International Journal of Advanced Research in Computer Science and Software Engineering, Volume 36, Number 9, Sep 2013, pp. 793-801. 2013.
V. Rathikarani and P. Dhanalakshmi, "Automatic Classification of ECG Signal for Heart Disease Diagnosis.", International Journal of Computer Science Research & Technology (IJCSRT), Volume 1, Number 4, Sep 2013, pp. 57-61. 2013.
V. Rathikarani and P. Dhanalakshmi, "Automatic Classification of ECG signal for Identifying Arrhythmia.", International Journal of Advanced Research in Computer Science and Software Engineering, Volume 3, Number 9, Sep 2013, pp. 205-211. 2013.
T. Sivaprakasam and P. Dhanalakshmi, "A Robust Environmental Sound Recognition System using Frequency Domain Features.", International Journal of Computer Applications, Volume 80, Number 9, Oct 2013, pp. 5-10. 2013.
P. Dhanalakshmi and S. Pazhanirajan, "EEG Signal Classification using Linear Predictive Cepstral Coefficient Features.", , International Journal of Computer Applications (IJCA), Volume 73, Number 1, Jul 2013, pp. 28-31. 2013.
P. Dhanalakshmi and T. Kanimozhi, "Automatic segmentation of brain tumor using k-means clustering and its area calculation.", International Journal of Advanced Electrical and Electronics Engineering (IJAEEE), , Volume 2, Number 2, Jan 2013, pp. 130-134. 10.1214/IJAEEE/103.
R. Thiruvengatanadhan and P. Dhanalakshmi, "Speech/Music Classification using Wavelet based Feature Extraction Techniques.", Journal of Computer Science, Volume 10, Number 1, Dec 2013, pp. 34-44. 2013.
S. Ananthi and P. Dhanalakshmi, "Literature Review on Speech Based Information Retrieval through web for visually impaired.", International Journal of Advanced Research in Computer Science (IJARCS), Volume 3, Number 7, Dec 2012, pp. 284-289. 2012.
P. Dhanalakshmi, S. Palanivel and V. Ramalingam, "Pattern classification models for classifying and indexing audio signals.", International Journal of Engineering Applications of Artificial Intelligence(Elsevier), Volume 24, Number 2, Mar 2011, pp. 350-357. 2011.
P. Dhanalakshmi, S. Palanivel and V. Ramalingam, "Classification of audio signals using AANN and GMM.", International Journal of Applied Soft Computing (Elsevier), Volume 11, Number 1, Jan 2011, pp. 716-723. 2011.
P. Dhanalakshmi, S. Palanivel and M. Arul, "Automatic segmentation of broadcast audio signals using autoassociative neural networks.", International Journal of ICTACT Journal on Communication Technology (ICT Academy of Tamilnadu), Volume 1, Number 4, Dec 2010, pp. 187-190. 2010.
P. Dhanalakshmi, S. Palanivel and V. Ramalingam, "Automatic segmentation and classification of audio broadcast data.", International Journal of Asian Journal of Information technology (Medwell), Volume 9, Number 2, 2010, pp. 54-61. 2010.
P. Dhanalakshmi, S. Palanivel, and V. Ramalingam, "Classification of audio signals using SVM and RBFNN.", International Journal of Expert Systems with Applications (Elsevier), Volume 36, Number 3, Apr 2009, pp. 6069-6075. 2009.
P. Dhanalakshmi, S. Palanivel and V. Ramalingam, "Classification and Indexing of Audio Broadcast Data,.", ICFAI Journal of Science and Technology, Volume 5, Number 4, Dec 2009, pp. 39-52. 2009.
Shailendra Singh, P. Dhanalakshmi and Lipika Dey, "Rough-Fuzzy Reasoning for Customized Text Information Retrieval.", Lecture Notes in Artificial Intelligence, Volume 2663, Number 1, Apr 2003, pp. 258-258. 2003.
List of Conferences - National
S. Ananthi and P. Dhanalakshmi, Speech Recognition for Speech to Text Conversion with Isolated Word Recognition using Hidden Markov Model for Hearing Impaired, National Conference on Advances in Computer Science and Information Technology, Apr 12-12, 2013, VELS University, pp. 116-116. Chennai, India.
S. Ananthi and P. Dhanalakshmi, Reversible Image data hiding in videos using Predictive Coding, UGC Sponsored National Conference on Multimedia Signal Processing, Feb 16-17, 2011, Annamalai Nagar, pp. 10-14. Chidambaram, Annamalai University.
P. Dhanalakshmi, S. Palanivel, and K, Poormambigai, Pixel Value Differencing and LSB Replacement Methods Based on Image Steganographic, UGC Sponsored National Conference on Multimedia Signal Processing, Feb 16-17, 2011, Annamalai Nagar, pp. 107-111. Annamalai University, Chidambaram , India.
P. Dhanalakshmi, A. M. AmalinAnnieSobitha and M. Sridevi, Mining of Real Estate Listings Using Oracle Data Warehousing and Predictive Regression , National Conference on Knowledge Management and Data Mining - 2006, Apr 4-4, 2006, PSNA College of Engg. and Technology, pp. 28-28. Kothandaraman Nagar, Dindigul, India.
P. Dhanalakshmi and S. Sreedharkumar, Data Mining Tools for Real-Time Traffic Signal Decision Support and Maintenance, National Conference on Knowledge Management and Data Mining - 2006, Apr 4-4, 2006, PSNA College of Engg. and Technology, pp. 79-79. Kothandaraman Nagar, Dindigul, India.
B. Saravanan and P. Dhanalakshmi, Secured Quantum Key Distribution, National Conference on Recent Trends in Networking and Distributed Computing, Mar 17-18, 2005, PABCET, pp. 8-13. Tiruchirapalli, India.
P. Dhanalakshmi and J. Semmaneri, Distributed Clustering Algorithm for Multi Hop ADHOC Network, National Conference on Recent Trends in Networking and Distributed Computing, Mar 17-18, 2005, PABCET, pp. 344-350. Tiruchirapalli, India.
P. Dhanalakshmi and P. Sathish Kumar, Session Based Peak Load Management of Commercial Web, National Conference on Recent Trends in Networking and Distributed Computing, Mar 17-18, 2005, PABCET, pp. 82-88. Tiruchirapalli, India.
List of Conferences - International
P. Aurchana, P. Dhanalakshmi, Automated Classification of Oral Squamous Cell Carcinoma Stages Detection Using pre-Trained Convolutional Neural Network, International Conference on Advances in Computing and Information Technology (ICACITââ,¬â"˘19), Sep 24-25, 2019, Department of Computer Science and Engineering, Annamalai University, pp. 7-12. Annamalai Nagar, Annamalai University.
S. Ananthi and P. Dhanalakshmi, Speech Synthesis Techniques for Text to Speech Conversion Based on Concatenative Speech Synthesis, Eighth International Multi-Conference on Information Processing (IMCIP-2014), Jul 25-27, 2014, Banglore, pp. 360-369. India, Elsevier.
R. Visalakshi and P. Dhanalakshmi , RASTA-PLP Features using Throat Microphone in Speaker Recognition, International conference on Electrical Communication and Computing (ICECC2014), Mar 13-14, 2014, Tagore Engineering College, pp. 158-158. Chennai, India.
R.Thiruvengatanadhan, P. Dhanalakshmi and T. Selvamuthukumar, Speech/Music Change Point Detection using Autoassociative Neural Networks, International conference on Electrical Communication and Computing (ICECC2014), Mar 13-14, 2014, Tagore Engineering College, pp. 153-153. Chennai, India.
S. Pazhanirajan and P. Dhanalakshmi, Epileptic Seizure Classification of EEG Image using SVM, International conference on Electrical Communication and Computing (ICECC2014), Mar 13-14, 2014, Tagore Engineering College, pp. 152-152. Chennai, India.
V. Rathikarani, P. Dhanalakshmi and S.palanivel, Automatic Classification of ECG signal for Heart Diseases Diagonsis based on Probabilistic Neural Networks and Wavelet Transform, International conference on Electrical Communication and Computing (ICECC2014), Mar 13-14, 2014, Tagore Engineering College, pp. 152-152. Chennai, India.
T.Sivaprakasam and P. Dhanalakshmi , A Robust Environment Sound Recognition System using RBFNN, International conference on Electrical Communication and Computing (ICECC2014), Mar 13-14, 2014, Tagore Engineering College, pp. 151-151. Chennai, India.
S. Ananthi and P. Dhanalakshmi, Isolated Word Recognition System using Support Vector Machine, International Conference on Communication, Networking and Signal Processing, Sep 19-21, 2013, VIT University, pp. 222-224. Vellore, India.
R. Visalakshi and P. Dhanalakshmi, Speaker Recognition in Clean Environment using Radial Basis Function Neural Network, International conference on Fuzzy Information and Engineering, Apr 21-21, 2013, Coimbatore, pp. 140-146. India, IT Society of India.
R. Visalakshi and P. Dhanalakshmi, Speaker Recognition in Clean and Noisy Environment using AANN model, National Conference on Recent Trends in Information Technology and Computer Science and Engineering, Mar 14-14, 2013, Department of Information Technology and Computer Science and Engineering, pp. 35-35. Salem, India.
R. Thiruvengatanadhan and P. Dhanalakshmi and P. Suresh Kumar, Classification of Speech/Music GMM based on Robust Feature Extraction Techniques, International conference on futuristic trends in Computer Science Engineering & Information Technology, Mar 2-3, 2013, Thiruvalluvar College of Engineering and Technology, pp. 80-84. Vandavasi, India.
R.Thiruvengatanadhan, P. Dhanalakshmi and K. Pandeeswari, Classification of Broadcast Audio into Speech and Music, Third National Conference on Information and Communication Engineering (NCICE - 2013), Feb 25-25, 2013, R.M.K Engineering College, pp. 20-26. Kavaraipettai, India.
R. Thiruvengatanadhan, and P. Dhanalakshmi, A Novel Method for Broadcast Audio Segmentation, Classification, Indexing and Retrieval of Audio Signals using Robust Pattern Classification Techniques, International Conference on “Synchronizing Management Theories and Business Practices: Challenges Ahead”, Jul 27-29, 2012, Dept. of Business Administration, pp. 197-200. Annamalai University, Chidambaram , TamilNadu, India.
P. Dhanalakshmi and M. Arul , Children and Computer Technology - IssuesQ, International Conference on “Synchronizing Management Theories and Business Practices: Challenges Ahead”, Jul 27-29, 2012, Dept. of Business Administration, pp. 303-305. Annamalai University, Chidambaram , India.
T. Sivaprakasam and P. Dhanalakshmi, Speaker Localization from Microphone Arrays using Linear Prediction Residual Features, International Conference on “Synchronizing Management Theories and Business Practices: Challenges Ahead, Jul 27-29, 2012, Dept. of Business Administration, pp. 204-206. Annamalai University, Chidambaram , TamilNadu, India.
S. Pazhanirajan and P. Dhanalakshmi, , Audio Analysis for Surveillance Applications using Linear Prediction Cepstral Coefficients, International Conference on “Synchronizing Management Theories and Business Practices: Challenges Ahead”, Jul 27-29, 2012, Dept. of Business Administration, pp. 207-209. Annamalai University, Chidambaram , TamilNadu, India.
R. Visalakshi, and P. Dhanalakshmi, Speaker Recognition by Joint Analysis of Throat Microphone and Acoustic Microphone for Speaking and Hearing Impaired, International Conference on “Synchronizing Management Theories and Business Practices: Challenges Ahead, Jul 27-29, 2012, Dept. of Business Administration, pp. 201-203. Annamalai University, Chidambaram , TamilNadu, India.
V. Rathikarani, P. Dhanalakshmi, and S. Palanivel, Automatic Classification of ECG Signals for Identifying Arrhythmias using Autoassociative Neural Networks, ”, International Conference on “Synchronizing Management Theories and Business Practices: Challenges Ahead, Jul 27-29, 2012, Dept. of Business Administration, pp. 193-196. Annamalai University, Chidambaram , TamilNadu, India.
P. Dhanalakshmi, A rough –fuzzy reasoning for customized information retrieval, Springer Verlag lecture notes in International Conference on “Web Intelligence” , Apr 30-30, 2003, Madred, , pp. 258-267. Spain, Springer Verlag lecture notes.

List of Awards /Honours / Memberships
CSI - 00113196