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Festival and Festvox Framework Tools for Marathi Text-to-Speech Synthesis

by Sangramsing Nathusing Kayte
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 132 - Number 4
Year of Publication: 2015
Authors: Sangramsing Nathusing Kayte
10.5120/ijca2015907413

Sangramsing Nathusing Kayte . Festival and Festvox Framework Tools for Marathi Text-to-Speech Synthesis. International Journal of Computer Applications. 132, 4 ( December 2015), 38-43. DOI=10.5120/ijca2015907413

@article{ 10.5120/ijca2015907413,
author = { Sangramsing Nathusing Kayte },
title = { Festival and Festvox Framework Tools for Marathi Text-to-Speech Synthesis },
journal = { International Journal of Computer Applications },
issue_date = { December 2015 },
volume = { 132 },
number = { 4 },
month = { December },
year = { 2015 },
issn = { 0975-8887 },
pages = { 38-43 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume132/number4/23585-2015907413/ },
doi = { 10.5120/ijca2015907413 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T23:28:17.356563+05:30
%A Sangramsing Nathusing Kayte
%T Festival and Festvox Framework Tools for Marathi Text-to-Speech Synthesis
%J International Journal of Computer Applications
%@ 0975-8887
%V 132
%N 4
%P 38-43
%D 2015
%I Foundation of Computer Science (FCS), NY, USA
Abstract

We describe in detail a Grapheme-to-Phoneme (G2P) converter required for the development of a good quality Marathi Text-to-Speech (TTS) system. The Festival and Festvox framework is chosen for developing the Marathi TTS system. Since Festival does not provide complete language processing support specie to various languages, it needs to be augmented to facilitate the development of TTS systems in certain new languages. Because of this, a generic G2P converter has been developed. In the customized Marathi G2P converter, we have handled schwa deletion and compound word extraction. In the experiments carried out to test the Marathi G2P on a text segment of 2485 words, 91.47% word phonetisation accuracy is obtained. This Marathi G2P has been used for phonetising large text corpora which in turn is used in designing an inventory of phonetically rich sentences. The sentences ensured a good coverage of the phonetically valid di-phones using only 1.3% of the complete text corpora.

References
  1. Sangramsing N.kayte “Marathi Isolated-Word Automatic Speech Recognition System based on Vector Quantization (VQ) approach” 101th Indian Science Congress Jammu University 03th Feb to 07 Feb 2014.
  2. Sangramsing Kayte, Monica Mundada, Dr. Charansing Kayte "Di-phone-Based Concatenative Speech Synthesis System for Hindi" International Journal of Advanced Research in Computer Science and Software Engineering -Volume 5, Issue 10, October-2015
  3. Sangramsing Kayte, Monica Mundada, Dr. Charansing Kayte “Di-phone-Based Concatenative Speech Synthesis Systems for Marathi Language” OSR Journal of VLSI and Signal Processing (IOSR-JVSP) Volume 5, Issue 5, Ver. I (Sep –Oct. 2015), PP 76-81e-ISSN: 2319 –4200, p-ISSN No. : 2319 –4197
  4. Sangramsing Kayte, Monica Mundada "Study of Marathi Phones for Synthesis of Marathi Speech from Text" International Journal of Emerging Research in Management &Technology ISSN: 2278-9359 (Volume-4, Issue-10) October 2015
  5. Sangramsing Kayte, Monica Mundada, Dr. Charansing Kayte "A Review of Unit Selection Speech Synthesis International Journal of Advanced Research in Computer Science and Software Engineering -Volume 5, Issue 10, October-2015
  6. “Dhvani - TTS System for Indian Languages,” (http://dhvani.sourceforge.net), 2001.
  7. Sangramsing Kayte, Monica Mundada, Santosh Gaikwad, Bharti Gawali "PERFORMANCE EVALUATION OF SPEECH SYNTHESIS TECHNIQUES FOR ENGLISH LANGUAGE " International Congress on Information and Communication Technology 9-10 October, 2015
  8. Deepa S.R., A.G. Ramakrishnan, Kalika Bali, and Partha Pratim Talukdar, “Automatic Generation of Compound Words Lexicon for Hindi Speech Synthesis,” Language Resources & Evaluation Conference (LREC), 2004.
  9. Jeffrey D. Ullman Alfred V. Aho, John E. Hopcroft, Data Structure and Algorithms, Addison-Wesley Publishing Company, Reading, MA, 1983.
  10. Emille corpus,” (http://www.emille.lancs.ac.uk), 2003.
  11. Monica Mundada, Bharti Gawali, Sangramsing Kayte "Recognition and classification of speech and its related fluency disorders" International Journal of Computer Science and Information Technologies (IJCSIT)
  12. A. Caprara, M. Fischetti, and P. Toth, “Algorithms for the Set Covering Problem,” Tech. Rep. No. OR-98-3, DEIS-Operations Research Group, 1998.
  13. Monica Mundada, Sangramsing Kayte, Dr. Bharti Gawali "Classification of Fluent and Dysfluent Speech Using KNN Classifier" International Journal of Advanced Research in Computer Science and Software Engineering Volume 4, Issue 9, September 2014
  14. Sangramsing Kayte, Dr. Bharti Gawali “Marathi Speech Synthesis: A review” International Journal on Recent and Innovation Trends in Computing and Communication ISSN: 2321-8169 Volume: 3 Issue: 6 3708 – 3711
  15. Monica Mundada, Sangramsing Kayte “Classification of speech and its related fluency disorders Using KNN” ISSN2231-0096 Volume-4 Number-3 Sept 2014
  16. Sangramsing Kayte, Monica Mundada, Dr. Charansing Kayte " Performance Calculation of Speech Synthesis Methods for Hindi language IOSR Journal of VLSI and Signal Processing (IOSR-JVSP) Volume 5, Issue 6, Ver. I (Nov -Dec. 2015), PP 13-19e-ISSN: 2319 –4200, p-ISSN No. : 2319 –4197
  17. Sangramsing Kayte, Monica Mundada, Dr. Charansing Kayte "A Corpus-Based Concatenative Speech Synthesis System for Marathi" IOSR Journal of VLSI and Signal Processing (IOSR-JVSP) Volume 5, Issue 6, Ver. I (Nov -Dec. 2015), PP 20-26e-ISSN: 2319 –4200, p-ISSN No. : 2319 –4197
  18. Sangramsing Kayte, Monica Mundada, Dr. Charansing Kayte "A Marathi Hidden-Markov Model Based Speech Synthesis System" IOSR Journal of VLSI and Signal Processing (IOSR-JVSP) Volume 5, Issue 6, Ver. I (Nov -Dec. 2015), PP 34-39e-ISSN: 2319 –4200, p-ISSN No. : 2319 –4197
  19. Sangramsing Kayte, Monica Mundada, Dr. Charansing Kayte "Implementation of Marathi Language Speech Databases for Large Dictionary" IOSR Journal of VLSI and Signal Processing (IOSR-JVSP) Volume 5, Issue 6, Ver. I (Nov -Dec. 2015), PP 40-45e-ISSN: 2319 –4200, p-ISSN No. : 2319 –4197
  20. Sangramsing Kayte, Monica Mundada,Dr. Charansing Kayte” Speech Synthesis System for Marathi Accent using FESTVOX” International Journal of Computer Applications (0975 – 8887) Volume 130 – No.6, November2015
  21. Sangramsing Kayte, Monica Mundada,Dr. Charansing Kayte “Screen Readers for Linux and Windows – Concatenation Methods and Unit Selection based Marathi Text to Speech System” International Journal of Computer Applications (0975 – 8887) Volume 130 – No.14, November 2015
  22. Sangramsing Kayte, Monica Mundada,Dr. Charansing Kayte “ Performance Evaluation of Speech Synthesis Techniques for Marathi Language “ International Journal of Computer Applications (0975 – 8887) Volume 130 – No.3, November 2015
  23. Sangramsing Kayte, Monica Mundada, Jayesh Gujrathi, “ Hidden Markov Model based Speech Synthesis: A Review” International Journal of Computer Applications (0975 – 8887) Volume 130 – No.3, November 2015
  24. Sangramsing N. Kayte ,Monica Mundada,Dr. Charansing N. Kayte, Dr.Bharti Gawali "Approach To Build A Marathi Text-To-Speech System Using Concatenative Synthesis Method With The Syllable” Sangramsing Kayte et al.Int. Journal of Engineering Research and Applications ISSN: 2248-9622, Vol. 5, Issue 11, (Part-4) November 2015, pp.93-97
  25. Sangramsing N. Kayte, Dr. Charansing N. Kayte,Dr.Bharti Gawali* "Grapheme-To-Phoneme Tools for the Marathi Speech Synthesis" Sangramsing Kayte et al.Int. Journal of Engineering Research and Applications ISSN: 2248-9622, Vol. 5, Issue 11, (Part -4) November 2015, pp.86-92
  26. Sangramsing Kayte "Duration for Classification and Regression Tree for Marathi Text-to-Speech Synthesis System" Sangramsing Kayte Int. Journal of Engineering Research and Applications ISSN: 2248-9622, Vol. 5, Issue 11, (Part-4)November2015
  27. Sangramsing Kayte "Transformation of feelings using pitch parameter for Marathi speech" Sangramsing Kayte Int. Journal of Engineering Research and Applications ISSN: 2248-9622, Vol. 5, Issue 11, (Part -4) November 2015, pp.120-124
  28. Sangramsing N. Kayte, Monica Mundada, Dr. Charansing N. Kayte, Dr.BhartiGawali "Automatic Generation of Compound Word Lexicon for Marathi Speech Synthesis" IOSR Journal of VLSI and Signal Processing (IOSR-JVSP)Volume 5, Issue 6, Ver. II (Nov -Dec. 2015), PP 25-30e-ISSN: 2319 – 4200, p-ISSN No. : 2319 – 4197
Index Terms

Computer Science
Information Sciences

Keywords

Grapheme-to-Phoneme (G2P) TTS Festival festvox di-phone ICT.

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