Approximation of Dynamic Convolution Exploiting Principal Component Analysis: Objective and Subjective Quality Evaluation

Primavera A, Cecchi S, Romoli L, Gasparini M, Piazza F. Approximation of Dynamic Convolution Exploiting Principal Component Analysis: Objective and Subjective Quality Evaluation. In: AES Convention 133. Audio Engineering Society; 2012. Paper 8792. Available from: https://aes.org/publications/elibrary-page/?id=16534

@inproceedings{Primavera2012_16534,
  author = {Primavera, Andrea and Cecchi, Stefania and Romoli, Laura and Gasparini, Michele and Piazza, Francesco},
  title = {{Approximation of Dynamic Convolution Exploiting Principal Component Analysis: Objective and Subjective Quality Evaluation}},
  booktitle = {AES Convention 133},
  note = {Paper 8792},
  year = {2012},
  month = oct,
  publisher = {Audio Engineering Society},
  url = {https://aes.org/publications/elibrary-page/?id=16534}
}

TY  - CPAPER
TI  - Approximation of Dynamic Convolution Exploiting Principal Component Analysis: Objective and Subjective Quality Evaluation
AU  - Primavera, Andrea
AU  - Cecchi, Stefania
AU  - Romoli, Laura
AU  - Gasparini, Michele
AU  - Piazza, Francesco
T2  - AES Convention 133
M1  - Paper 8792
PY  - 2012
DA  - 2012/10/06
UR  - https://aes.org/publications/elibrary-page/?id=16534
PB  - Audio Engineering Society
LA  - en
AB  - In recent years, several techniques have been proposed in the literature in order to attempt the emulation of nonlinear electro-acoustic devices, such as compressors, distortions, and preamplifiers. Among them, the dynamic convolution technique is one of the most common approaches used to perform this task. In this paper an exhaustive objective and subjective analysis of a dynamic convolution operation based on principal components analysis has been performed. Taking into consideration real nonlinear systems, such as bass preamplifier, distortion, and compressor, comparisons with the existing techniques of the state of the art have been carried out in order to prove the effectiveness of the proposed approach.
ER  -