Text-to-speech synthesis

WiSe 2011, Möbius

advanced course, lecture, 2 SWS, 3 LP/ECTS, LSF/HIS 57831

B.Sc. CL; M.Sc. LST; B.Sc. und M.Sc. Inf; B.Sc. und M.Sc. CuKT

Tue 16.15-17.45, E1.3/0.01 (HS I)

Results of written exam (Feb 15)

Entrance requirements

None, but some background in computational linguistics, speech science, or signal processing will be advantageous.

Assessments / Exams

Written exam at the end of the winter semester.

Content

Speech synthesis is an essential component of any system relying on intuitive human-machine communication. Speech synthesis systems are also used in phonetic research to gain further insight into speech production and acoustic properties of speech. This advanced course offers an introduction to text-to-speech (TTS) synthesis systems and strategies. Various approaches to speech synthesis are presented, including formant synthesis, concatenative synthesis, and state-of-the-art corpus-based unit selection synthesis. Linguistic text analysis and natural language processing modules typically included in TTS systems are covered as well.

This course will be complemented in the summer semester 2012 by a research seminar with hands-on components.

Structure

Date Topic Slides Assignment
25.10. Introduction
Synthesis strategies
Taylor 2009, ch. 3.1-3.4
15.11. Formant synthesis Taylor 2009, ch. 13
22.11. Concatenative synthesis I Taylor 2009, ch. 14
29.11. Concatenative synthesis II   Taylor 2009, ch. 14
06.12. Unit Selection synthesis Taylor 2009, ch. 16
13.12. Statistical parametric (HMM) synthesis Taylor 2009, ch. 15
20.12. Prosody: Duration and intonation modeling Taylor 2009, ch. 9
10.01. Linguistic text analysis I Taylor 2009, sec. 7.4, 8.3-8.5
Möbius 2001, ch. 3-6
17.01. Linguistic text analysis II (see 10.01.) (see 10.01.)
24.01. TTS systems: Festival, Mary Clark/etal:2007b pdf
31.02. Concept-to-speech
TTS system evaluation

prepare questions
07.02. Questions and answers    
Wed 15.02.
14:00-16:00
Written exam
E1.3/0.01 (HS I)
 
 
Registration for exam by
Jan 27, 2012!
Mon 16.04.
14:00-16:00
Written exam (resit)
C7.2/5.09
 
 
Registration for exam by
Mar 31, 2012!

Literature

Suggested companion text book: Further text books:

BibTex entries of all references (books, papers, URL):

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  author = 	 {Allen, Jonathan and Hunnicutt, M.~Sharon and Klatt,
		  Dennis}, 
  title = 	 {From Text to Speech: {T}he {MIT}alk System},
  publisher = 	 {Cambridge University Press},
  year = 	 1987,
  address =	 {Cambridge},
  annote =	 {tts, formant synthesis, textbook}
}

@Proceedings{Alter/etal:1997,
  title = 	 {Concept to Speech Generation Systems---Proceedings
		  of a Workshop in conjunction with 35th Annual
		  Meeting of the Association for Computational
		  Linguistics (Madrid, Spain)},
  year = 	 1997,
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}

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}

@Book{Breiman/etal:1984,
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  publisher = 	 {Elsevier},
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  pages =	 {211--224}
}

@Article{Campbell:1999,
  author =       {Campbell, W. Nick},
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                  speech corpora and an example of their application
                  in concatenative speech synthesis},
  journal =      {Technical Publications, ATR Interpreting
		  Telecommunications Research Laboratories},
  year =         1999,
  pages =        {42--47},
  annote =       {unit selection}
}

@Article{Carlson/Granstrom:1991,
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}

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}

@Book{Clark/etal:2007a,
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  publisher = 	 {Blackwell},
  year = 	 2007,
  address =	 {Oxford},
  edition =	 {3rd},
  annote =	 {textbook, phonetics}
}

@Article{Clark/etal:2007b,
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  year = 	 2007,
  volume =	 49,
  number =	 4,
  pages =	 {317--330},
  annote =	 {unit selection, synthesis, Festival, voice building,
                  overview}
}

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}

@Book{Dutoit:1997,
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  publisher = 	 {Kluwer},
  year = 	 1997,
  address =	 {Dordrecht},
  annote =	 {Review by Eileen Fitzpatrick in CL 24 (2), 1998, 322--323},
  annote =	 {textbook, synthesis, tts}
}

@Article{Fant:1953,
  author =       {Fant, Gunnar},
  title =        {Speech communication research},
  journal =      {Ing. Vetenskaps Akad. Stockholm},
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  pages =        {331--337},
  annote =       {formant synthesis, OVE I}
}

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}

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  year = 	 1997,
  address =	 {Berlin},
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}

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}

@Article{House/etal:1965,
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  year =         1965,
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  annote =       {evaluation, assessment},
  annote =       {modified rhyme test (MRT)}
}

@InProceedings{Hunt/Black:1996,
  author = 	 {Andrew J. Hunt and Alan W. Black},
  title = 	 {Unit selection in a concatenative speech synthesis
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		  on Acoustics and Speech Signal Processing
		  (M{\"u}nchen, Germany)},
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  volume =	 1,
  pages =	 {373--376},
  annote =	 {unit selection}
}

@InProceedings{Iwahashi/Sagisaka:1993,
  author = 	 {Iwahashi, Naoto and Sagisaka, Yoshinori},
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  booktitle = 	 {Proceedings of the European Conference on Speech
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  pages =	 {329--332},
  annote =	 {tts, prosody, duration}
}

@InProceedings{Jekosch:1993,
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  year = 	 1993,
  volume =       2,
  pages =        {1387--1394},
  annote =       {tts, evaluation, assessment},
  annote =       {cluster identification (CLID) test}
}

@Article{Kaplan/Kay:1994,
  author = 	 {Kaplan, Ronald and Kay, Martin},
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  address =	 {Wien},
   note = {Facsimile Neudruck, 1970, der Ausgabe Wien 1791 mit einer
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}

@Article{Klatt:1980a,
  author = 	 {Klatt, Dennis H.},
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  journal = 	 {Journal of the Acoustical Society of America},
  year = 	 1980,
  volume =	 67,
  number =	 3,
  pages =	 {971--980},
  annote =	 {synthesis, Klatt80 synthesizer}
}

@Article{Kratzenstein:1782,
  author = 	 {Kratzenstein, Christian Gottlieb},
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@Book{Leeuwen:1990,
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  year = 	 1990,
  volume =	 {B},
  annote =	 {FST, fsm; ISBN 0 444 88074 7}
}

@Book{Mobius:1993a,
  author = 	 {M{\"o}bius, Bernd},
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}

@Article{Mobius:1999,
  author =       {M{\"o}bius, Bernd},
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  year =         1999,
  volume =       13,
  pages =        {319--358},
  annote =       {tts, german}
}

@Book{Mobius:2001a,
  author = 	 {M{\"o}bius, Bernd},
  title = 	 {German and Multilingual Speech Synthesis},
  publisher = 	 {University of Stuttgart},
  year = 	 2001,
  series =	 {Arbeitspapiere des Instituts f{\"u}r Maschinelle
		  Sprachverarbeitung (Univ. Stuttgart), AIMS 7 (4)},
  pages =	 {1--300},
  annote =	 {synthesis, textbook, tts}
}

@InProceedings{Mobius/Santen:1996,
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}

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                  {L}abs Approach},
  editor = 	 {Richard Sproat},
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}

@PhdThesis{Pierrehumbert:1980,
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  volume =       1,
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  annote =       {tts, evaluation}
}

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@InCollection{Riley:1992,
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  year = 	 1992,
  volume =       1,
  pages =        {555--558},
  annote =       {tts, evaluation}
}

@Article{Santen:1993b,
  author = 	 {van Santen, Jan P.~H.},
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  author = 	 {van Santen, Jan P.~H.},
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@InCollection{Santen:1998a,
  author =       {van Santen, Jan P. H.},
  title =        {Timing},
  booktitle = 	 {Multilingual Text-to-Speech Synthesis: The {B}ell
                  {L}abs Approach},
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  year = 	 1998,
  address =	 {Dordrecht},
  pages =        {115--139},
  annote =       {tts, duration}
}

@InCollection{Santen:1998b,
  author =       {van Santen, Jan P. H.},
  title =        {Evaluation},
  booktitle = 	 {Multilingual Text-to-Speech Synthesis: The {B}ell
                  {L}abs Approach},
  editor =       {Sproat, Richard},
  publisher = 	 {Kluwer},
  year = 	 1998,
  address =	 {Dordrecht},
  pages =        {229--244},
  annote =       {tts, evaluation}
}

@InCollection{Schweitzer/etal:2006a,
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  OPTpages =        {??},
  annote =       {tts, evaluation, assessment},
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@TechReport{Sproat:1995a,
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  institution =  {AT\&T Bell Laboratories},
  year = 	 1995,
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}

@InProceedings{Sproat:1995b,
  author = 	 {Sproat, Richard},
  title = 	 {A finite-state architecture for tokenization and
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		  analysis},
  booktitle = 	 {{From text to tags---Issues in multilingual language
		  analysis. Proceedings of the ACL SIGDAT Workshop}},
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  address =	 {University College, Belfield, Dublin, Ireland}
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@Book{Sproat:1998,
  title = 	 {Multilingual Text-to-Speech Synthesis: The {B}ell
                  {L}abs Approach},
  editor = 	 {Sproat, Richard},
  publisher = 	 {Kluwer},
  year = 	 1998,
  address =	 {Dordrecht},
  annote =	 {ISBN 0-7923-8027-4; Review by Douglas O'Shaughnessy
		  in Computational Linguistics 24(4), 1998, 656--658},
  annote =       {textbook, tts, synthesis}
}

@Article{Syrdal/etal:1997,
  author = 	 {Syrdal, Ann K. and Conkie, Alistair and Stylianou,
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  year = 	 1997,
  volume =	 102,
  number =	 5,
  pages =	 3191,
  note =	 {(abstract)},
  annote =	 {tts}
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@InProceedings{Syrdal/etal:1998b,
  author =       {Syrdal, Ann K. and Conkie, Alistair and Stylianou,
		  Yannis},
  title =        {Exploration of acoustic correlates in speaker
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  booktitle = 	 {Proceedings of the International Conference on Spoken
		  Language Processing (Sydney, Australia)},
  year = 	 1998,
  volume =       6,
  pages =        {2743--2746},
  annote =       {tts, inventory, speaker}
}

@Book{Taylor:2009,
  author =	 {Taylor, Paul},
  title = 	 {Text-to-Speech Synthesis},
  publisher = 	 {Cambridge University Press},
  year = 	 2009,
  annote =	 {textbook, synthesis, tts}
}

@Book{Ungeheuer:1962a,
  author = 	 {Ungeheuer, Gerold},
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		  Vokalartikulation}},
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}

@TechReport{Voiers/etal:1972,
  author =       {Voiers, William and Sharpley, A. and Hehmsoth, C.},
  title =        {Research on diagnostic evaluation of speech
                  intelligibility},
  institution =  {Cambridge Research Laboratories},
  year =         1972,
  note =         {Research Report AFCRL-72-0694},
  annote =       {evaluation, assessment},
  annote =       {evaluation, diagnostic rhyme test (DRT)}
}

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}

@Article{Wheatstone:1838,
  author =       {Wheatstone, Charles},
  title =        {Art. II. -- 1. On the vowel sounds, and on Reed
    Organ Pipes. By Robert Willis [...] 2. Le Méchanisme de la Parole,
    suivi de la Description d'une Machine Parlante. Par M. de Kempelen
    [...] 3. C.G. Kratzenstein. Tentamen Coronatum de Voce. [...]}
  journal =      {The London and Westminster Review},
  year =         1838,
  pages =        {27ff.},
  annote =       {Review of von Kempelen, Kratzenstein, Willis}
}


bm 28.3.2012