Skip to main content
Top

2021 | OriginalPaper | Chapter

Developing a Framework for Acquisition and Analysis of Speeches

Authors : Md. Billal Hossain, Mohammad Shamsul Arefin, Mohammad Ashfak Habib

Published in: Progress in Advanced Computing and Intelligent Engineering

Publisher: Springer Singapore

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

Speech plays a vital role for human communication. Proper delivery of speech can enable a person to connect with a large number of people. Nowadays, a lot of valuable speeches are being provided by many popular people throughout the world and it will be very helpful if important information can be extracted from those speeches by analyzing them. An automatic speech-to-text converter can facilitate the task of speech analysis. There have been carried out a lot of works for the conversion of speech to text in the last few decades. This paper presents a framework for the acquisition of speech along with the location of the speaker and then conversion of that speech into text. We have worked with speeches containing three different languages. To evaluate our framework, we collected speeches from several locations and the result shows that the framework can be used for efficient collection and analysis of the speeches.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literature
1.
go back to reference Suedfeld P, Bluck S, Ballard EJ, Baker-Brown G (1990) Canadian federal elections: motive profiles and integrative complexity in political speeches and popular media. CJBS 22(1):26–36 Suedfeld P, Bluck S, Ballard EJ, Baker-Brown G (1990) Canadian federal elections: motive profiles and integrative complexity in political speeches and popular media. CJBS 22(1):26–36
2.
go back to reference Holzer H (2004) Lincoln at Cooper Union: the speech that made Abraham Lincoln president. Simon and Schuster Holzer H (2004) Lincoln at Cooper Union: the speech that made Abraham Lincoln president. Simon and Schuster
3.
go back to reference Vail M (2006) The “Integrative” Rhetoric of Martin Luther King Jr.’s’ I Have a Dream" speech. Rhetoric & Public Affairs 9(1):51–78 Vail M (2006) The “Integrative” Rhetoric of Martin Luther King Jr.’s’ I Have a Dream" speech. Rhetoric & Public Affairs 9(1):51–78
4.
go back to reference Gandhewar N, Sheikh R (2010) Google android: an emerging software platform for mobile devices. IJCSE 1(1):12–17 Gandhewar N, Sheikh R (2010) Google android: an emerging software platform for mobile devices. IJCSE 1(1):12–17
5.
go back to reference Rice RE, Katz JE (2003) Comparing internet and mobile phone usage: digital divides of usage, adoption, and dropouts. Telecommun Policy 27(8–9):597–623CrossRef Rice RE, Katz JE (2003) Comparing internet and mobile phone usage: digital divides of usage, adoption, and dropouts. Telecommun Policy 27(8–9):597–623CrossRef
6.
go back to reference Kaur P, Sharma S (2014, March) Google android a mobile platform: a review. In: 2014 recent advances in engineering and computational sciences (RAECS), pp 1–5. IEEE, Chandigarh, India Kaur P, Sharma S (2014, March) Google android a mobile platform: a review. In: 2014 recent advances in engineering and computational sciences (RAECS), pp 1–5. IEEE, Chandigarh, India
7.
go back to reference Ableson F, Sen R, King C, Ortiz CE (2011) Android in action. Manning Publications Co Ableson F, Sen R, King C, Ortiz CE (2011) Android in action. Manning Publications Co
8.
go back to reference Rogers R, Lombardo J, Mednieks Z, Meike B (2009) Android application development: programming with the Google SDK. O’Reilly Media, Inc Rogers R, Lombardo J, Mednieks Z, Meike B (2009) Android application development: programming with the Google SDK. O’Reilly Media, Inc
9.
go back to reference Petridis S, Stafylakis T, Ma P, Cai F, Tzimiropoulos G, Pantic M (2018) End-to-end audiovisual speech recognition. In: 2018 IEEE international conference on acoustics, speech and signal processing (ICASSP). IEEE, Calgary, AB, Canada, pp 6548–6552 Petridis S, Stafylakis T, Ma P, Cai F, Tzimiropoulos G, Pantic M (2018) End-to-end audiovisual speech recognition. In: 2018 IEEE international conference on acoustics, speech and signal processing (ICASSP). IEEE, Calgary, AB, Canada, pp 6548–6552
10.
go back to reference Krishna G, Tran C, Yu J, Tewfik AH (2019) Speech recognition with no speech or with noisy speech. In: ICASSP 2019–2019 IEEE international conference on acoustics, speech and signal processing (ICASSP). IEEE, Brighton, United Kingdom, pp 1090–1094 Krishna G, Tran C, Yu J, Tewfik AH (2019) Speech recognition with no speech or with noisy speech. In: ICASSP 2019–2019 IEEE international conference on acoustics, speech and signal processing (ICASSP). IEEE, Brighton, United Kingdom, pp 1090–1094
11.
go back to reference Isaacs D (2010) A comparison of the network speech recognition and distributed speech recognition systems and their effect on speech enabling mobile devices. Doctoral dissertation, University of Cape Town Isaacs D (2010) A comparison of the network speech recognition and distributed speech recognition systems and their effect on speech enabling mobile devices. Doctoral dissertation, University of Cape Town
12.
go back to reference Khilari P, Bhope VP (2015) A review on speech to text conversion methods. IJARCET 4(7) Khilari P, Bhope VP (2015) A review on speech to text conversion methods. IJARCET 4(7)
13.
go back to reference Gaida C, Lange P, Petrick R, Proba P, Malatawy A, Suendermann-Oeft D (2014) Comparing open-source speech recognition toolkits. Technical Report of the Project OASIS Gaida C, Lange P, Petrick R, Proba P, Malatawy A, Suendermann-Oeft D (2014) Comparing open-source speech recognition toolkits. Technical Report of the Project OASIS
16.
go back to reference Ravanelli M, Parcollet T, Bengio Y (2019) The Pytorch-Kaldi speech recognition toolkit. In: ICASSP 2019–2019 IEEE international conference on acoustics, speech and signal processing (ICASSP). IEEE, Brighton, United Kingdom, pp 6465–6469 Ravanelli M, Parcollet T, Bengio Y (2019) The Pytorch-Kaldi speech recognition toolkit. In: ICASSP 2019–2019 IEEE international conference on acoustics, speech and signal processing (ICASSP). IEEE, Brighton, United Kingdom, pp 6465–6469
17.
go back to reference Brown R (2008) Exploring new speech recognition and synthesis APIs in Windows Vista. Talking Windows, MSDN Magazine Brown R (2008) Exploring new speech recognition and synthesis APIs in Windows Vista. Talking Windows, MSDN Magazine
19.
go back to reference Këpuska V, Bohouta G (2017) Comparing speech recognition systems (Microsoft API, Google API and CMU Sphinx). Int J Eng Res Appl 7(3):20–24 Këpuska V, Bohouta G (2017) Comparing speech recognition systems (Microsoft API, Google API and CMU Sphinx). Int J Eng Res Appl 7(3):20–24
20.
go back to reference Assefi M, Liu G, Wittie MP, Izurieta C (2015) An experimental evaluation of apple Siri and google speech recognition. In: Proceedings of the 2015 ISCA SEDE, pp 1–6 Assefi M, Liu G, Wittie MP, Izurieta C (2015) An experimental evaluation of apple Siri and google speech recognition. In: Proceedings of the 2015 ISCA SEDE, pp 1–6
Metadata
Title
Developing a Framework for Acquisition and Analysis of Speeches
Authors
Md. Billal Hossain
Mohammad Shamsul Arefin
Mohammad Ashfak Habib
Copyright Year
2021
Publisher
Springer Singapore
DOI
https://doi.org/10.1007/978-981-15-6584-7_6