•    Freeware
  •    Shareware
  •    Research
  •    Localization Tools 20
  •    Publications 717
  •    Validators 2
  •    Mobile Apps 22
  •    Fonts 31
  •    Guidelines/ Draft Standards 3
  •    Documents 13
  •    General Tools 38
  •    NLP Tools 105
  •    Linguistic Resources 265
  Catalogue
Mizo is an under-resourced tonal language that is mainly spoken in North-East India. It has 4 canonical tones along with a tone-sandhi. In Mizo language, a majority of the words contain tone information. As a result of that, it exhibits higher acoustic variability like other tonal languages in the world. In this work, we investigate the impact of tonal information on robust Mizo continuous speech recognition (CSR). First, separate baseline CSR systems are developed employing the Mel-frequency cepstral coefficient (MFCC) based acoustic features and salient acoustic modeling paradigms. For further improvement, the tonal information has been incorporated in each of the CSR systems. For this purpose, 3-dimensional tonal features are derived which include pitch, pitch-difference, and probability of voicing values. Our experimental study reveals that with the inclusion of tonal information, the robustness of Mizo CSR system gets enhanced across all acoustic modeling paradigms.

Added on January 23, 2020

104

  More Details
  • Contributed by : Individual
  • Product Type : Research Paper
  • License Type : Freeware
  • System Requirement : Not Applicable
  • Author : Abhishek Dey, Biswajit Dev Sarma, Wendy Lalhminghlui, Lalnunsiami Ngente,Parismita Gogoi, Priyankoo Sarmah, S.R.M. Prasanna, Rohit Sinha, S.R. Nirmala,
Similar / Suggested Resources