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Extraction of Speech Parameters from Speech Database using Festival

by Sangramsing N. Kayte, Monica Mundada
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 134 - Number 13
Year of Publication: 2016
Authors: Sangramsing N. Kayte, Monica Mundada
10.5120/ijca2016907882

Sangramsing N. Kayte, Monica Mundada . Extraction of Speech Parameters from Speech Database using Festival. International Journal of Computer Applications. 134, 13 ( January 2016), 5-10. DOI=10.5120/ijca2016907882

@article{ 10.5120/ijca2016907882,
author = { Sangramsing N. Kayte, Monica Mundada },
title = { Extraction of Speech Parameters from Speech Database using Festival },
journal = { International Journal of Computer Applications },
issue_date = { January 2016 },
volume = { 134 },
number = { 13 },
month = { January },
year = { 2016 },
issn = { 0975-8887 },
pages = { 5-10 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume134/number13/23972-2015907882/ },
doi = { 10.5120/ijca2016907882 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T23:34:05.663919+05:30
%A Sangramsing N. Kayte
%A Monica Mundada
%T Extraction of Speech Parameters from Speech Database using Festival
%J International Journal of Computer Applications
%@ 0975-8887
%V 134
%N 13
%P 5-10
%D 2016
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Speech synthesis is the process of production of artificial speech. The system used for generation of speech from text is called as text-to-speech (TTS) system. In TTS system, text and voice models for a particular language or multiple languages are given as input to the system, which generates speech as output corresponding to the provided voice models. Speech synthesis systems can be extremely useful to people who are visually challenged, visually impaired and illiterate to get into the mainstream society. More recent applications include spoken dialogue systems and communicative robots. HMM (Hidden Markov Model) based Speech synthesis is the emerging technology for TTS. HMM based speech synthesis system consists of training phase and synthesis phase. In the training part, phone and excitation parameters are extracted from speech database and modeled by context dependent HMMs. In synthesis part, the system will extract the suitable phone and excitation parameters from the previously trained models and generates the speech. The main objective of this project is to build an HMM based speech synthesis system. In the training process, the system uses HTK (Hidden Markov Model Tool Kit) and SPTK (Signal Processing Tool Kit) developed at Cambridge University and Tokyo Institute of Technology respectively. Synthesis part is be done by „Festival‟. Festival is a speech synthesis tool for the generation of speech and it is language independent which is developed at the University of Edinburgh. The main advantage of this approach is its flexibility in changing speaker identities, emotions and speaking styles.

References
  1. 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
  2. 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
  3. 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
  4. 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
  5. 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
  6. 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)
  7. 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
  8. Monica Mundada, Sangramsing Kayte “Classification of speech and its related fluency disorders Using KNN” ISSN2231-0096 Volume-4 Number-3 Sept 2014
  9. 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
  10. 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.
  11. Sangramsing Kayte, Monica Mundada, Bharti Gawali "PERFORMANCE EVALUATION OF SPEECH SYNTHESIS TECHNIQUES FOR ENGLISH LANGUAGE " International Congress on Information and Communication Technology 9-10 October, 2015
  12. 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
  13. 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
  14. Sangramsing Kayte,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
  15. Sangramsing Kayte,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
  16. Sangramsing Kayte,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
  17. )Sangramsing Kayte,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,Dr. Charansing Kayte "Marathi Text-To-Speech Synthesis using Natural Language Processing "IOSR Journal of VLSI and Signal Processing (IOSR-JVSP)Volume 5, Issue 6, Ver. I (Nov -Dec. 2015), PP 63-67e-ISSN: 2319 – 4200, p-ISSN No. : 2319 – 4197
  19. Sangramsing Kayte,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
  20. Sangramsing Kayte,“ Hidden Markov Model based Speech Synthesis: A Review” International Journal of Computer Applications (0975 – 8887) Volume 130 – No.3, November 2015
  21. Sangramsing N. Kayte,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
  22. 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
  23. 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
  24. 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
  25. Sangramsing Kayte,Dr. Charansing N. Kayte, Dr.Bharti Gawali " Artificially Generatedof Concatenative Syllable based Text to Speech Synthesis System for Marathi" OSR Journal of VLSI and Signal Processing (IOSR-JVSP) Volume 5, Issue 6, Ver. II (Nov -Dec. 2015), PP 44-49e-ISSN: 2319 –4200, p-ISSN No. : 2319 –4197
  26. Sangramsing Kayte,Dr. Charansing N. Kayte, Dr.Bharti Gawali " Automatic Generation of Compound Word Lexicon for Marathi Speech Synthesis" OSR 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
  27. Sangramsing Kayte,Dr. Charansing N. Kayte, Dr.Bharti Gawali "Approach of Syllable Based Unit Selection Text-To-Speech Synthesis System for Marathi Using Three Level Fall Back Technique OSR Journal of VLSI and Signal Processing (IOSR-JVSP) Volume 5, Issue 6, Ver. II (Nov -Dec. 2015), PP 31-35e-ISSN: 2319 –4200, p-ISSN No. : 2319 –4197
  28. Sangramsing Kayte,Dr. Charansing N. Kayte, Dr.Bharti Gawali "Implementation of Text To Speech for Marathi Language Using Transcriptions Concept" Sangramsing N. Kayte et al. Int. Journal of Engineering Research and Applications ISSN: 2248-9622, Vol. 5, Issue 11, (Part - 5) November 2015, pp.33-36
  29. Sangramsing Kayte,Dr. Charansing N. Kayte, Dr.Bharti Gawali "Rule-based Prosody Calculation for Marathi Text-to-Speech Synthesis" Sangramsing N. Kayte et al. Int. Journal of Engineering Research and Applications ISSN: 2248-9622, Vol. 5, Issue 11, (Part - 5) November 2015, pp.33-36
  30. Sangramsing Kayte, Dr.Bharti Gawali "The Marathi Text-To-Speech Synthesizer Based On Artificial Neural Networks " International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056Volume: 02 Issue: 08| Nov-2015-ISSN: 2395-0072
  31. Sangramsing N. Kayte, Dr.Charansing N. Kayte, Dr.Bharti Gawali "The Heart of Generating Hidden Markov Model Which Are Essential For Synthesis" Journal Of Modern Engineering Research (IJMER) International OPEN ACCESS|ISSN: 2249–6645 Vol. 5 | Iss.12| December 2015 | 26.
  32. Sangramsing N. Kayte, Dr.Charansing N. Kayte, Dr.Bharti Gawali "The Prosody Subsystem and Pitch Pattern for Marathi Text To Speech Synthesis " International Journal Of Modern Engineering Research (IJMER) OPEN ACCESS| ISSN: 2249–6645 |Vol. 5 | Iss. 12| December 2015 | 26
  33. Sangramsing Nathusing Kayte. “Festival and Festvox Framework Tools for Marathi Text-to-Speech Synthesis” International Journal of Computer Applications 132(4):38-43, December 2015. Published by Foundation of Computer Science (FCS), NY, USA
  34. Sangramsing Nathusing Kayte. Text To Speech for Marathi Language using Transcriptions Theory. International Journal of Computer Applications 131(6):39-41, December 2015. Published by Foundation of Computer Science (FCS), NY, USA
  35. Sangramsing Kayte, Bharti Gawali "A Text-To-Speech Synthesis for Marathi Language using Festival and Festvox" International Journal of Computer Applications (0975 – 8887)Volume 132 – No.3, December2015
  36. Sangramsing N Kayte, Charansing N Kayte and Bharti W Gawali. Article: Marathi Synthetic Voice using Synthesizer Modules of Festival Speech and HTS Straight Processing. Communications on Applied Electronics 3(7):9-12, December 2015. Published by Foundation of Computer Science (FCS), NY, USA
  37. Sangramsing Kayte “Marathi Speech Recognition System Using Hidden Markov Model Toolkit” International OPEN ACCESS Journal Of Modern Engineering Research (IJMER) | IJMER | ISSN: 2249–6645 || Vol. 5 | Iss. 12 | December 2015|13
  38. Sangramsing N.Kayte , Monica Mundada "Overview of Hidden Markov Model for Test-To-Speech Synthesis Methods " International Journal Of Engineering And Computer Science ISSN:2319-7242Volume –4 Issue -12 December, 2015Page No.15303-15311
Index Terms

Computer Science
Information Sciences

Keywords

HMM (Hidden Markov Model) SPTK HTK.

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