Phoneme Generation with Elman-type Neural Networks
Available Online December 2013.
- https://doi.org/10.2991/wiet-13.2013.6How to use a DOI?
- Phoneme synthesis; Elman neural networks; Speech processing; Time series analysis; Dynamical systems
- The paper continues some previous works and analyzes the possibility of phoneme generation with Elman-type neural networks. The vowels are composed of repetitions of the same elemental pattern with certain variations (assumed to be chaotic) of the signal parameters. The Elman-type network proved adequate to learn and generate independently in an open loop the elementals with signal parameters controlled by chaotic sources. The experimental results demonstrated that the technique can be further developed and used in synthesized speech.
- Open Access
- This is an open access article distributed under the CC BY-NC license.
Cite this article
TY - CONF AU - Marius Crisan PY - 2013/12 DA - 2013/12 TI - Phoneme Generation with Elman-type Neural Networks PB - Atlantis Press SP - 23 EP - 26 SN - 1951-6851 UR - https://doi.org/10.2991/wiet-13.2013.6 DO - https://doi.org/10.2991/wiet-13.2013.6 ID - Crisan2013/12 ER -