Restoration of Nonlinearly Distorted Audio Using Markov Chain Monte Carlo Methods

Troughton PT, Godsill SJ. Restoration of Nonlinearly Distorted Audio Using Markov Chain Monte Carlo Methods. In: AES Convention 104. Audio Engineering Society; 1998. Paper 4679. Available from: https://aes.org/publications/elibrary-page/?id=8501

@inproceedings{Troughton1998_8501,
  author = {Troughton, Paul T. and Godsill, Simon J.},
  title = {{Restoration of Nonlinearly Distorted Audio Using Markov Chain Monte Carlo Methods}},
  booktitle = {AES Convention 104},
  note = {Paper 4679},
  year = {1998},
  month = may,
  publisher = {Audio Engineering Society},
  url = {https://aes.org/publications/elibrary-page/?id=8501}
}

TY  - CPAPER
TI  - Restoration of Nonlinearly Distorted Audio Using Markov Chain Monte Carlo Methods
AU  - Troughton, Paul T.
AU  - Godsill, Simon J.
T2  - AES Convention 104
M1  - Paper 4679
PY  - 1998
DA  - 1998/05/06
UR  - https://aes.org/publications/elibrary-page/?id=8501
PB  - Audio Engineering Society
LA  - en
AB  - We present a method for restoration of audio which has been distorted by a nonlinear channel or recording medium. We model the signal as a linear process cascaded with a nonlinear distortion. We use sampling methods to perform model selection and parameter estimation. We allow the linear model to be nonstationary, and present results for both synthetic and real distortions.
ER  -