Movie Scene Classification Using Audio Signals in a Home-Theater System

Yuyama Y, Kim S, Okumura H. Movie Scene Classification Using Audio Signals in a Home-Theater System. In: AES Conference: 2018 AES International Conference on Spatial Reproduction - Aesthetics and Science. Audio Engineering Society; 2018. Paper EB1-6. Available from: https://aes.org/publications/elibrary-page/?id=19646

@inproceedings{Yuyama2018_19646,
  author = {Yuyama, Yuta and Kim, Sungyoung and Okumura, Hiraku},
  title = {{Movie Scene Classification Using Audio Signals in a Home-Theater System}},
  booktitle = {AES Conference: 2018 AES International Conference on Spatial Reproduction - Aesthetics and Science},
  note = {Paper EB1-6},
  year = {2018},
  month = jul,
  publisher = {Audio Engineering Society},
  url = {https://aes.org/publications/elibrary-page/?id=19646}
}

TY  - CPAPER
TI  - Movie Scene Classification Using Audio Signals in a Home-Theater System
AU  - Yuyama, Yuta
AU  - Kim, Sungyoung
AU  - Okumura, Hiraku
T2  - AES Conference: 2018 AES International Conference on Spatial Reproduction - Aesthetics and Science
M1  - Paper EB1-6
PY  - 2018
DA  - 2018/07/06
UR  - https://aes.org/publications/elibrary-page/?id=19646
PB  - Audio Engineering Society
LA  - en
AB  - Recent research projects have attempted to realize high realism of reproduced sound fields. We propose an innovative method, an automatic scene discrimination, for a user-centric rendering of enhanced realism in the home theater application. The method categorizes various scenes of movie contents based on their audio characteristics, and applies a pre-determined signal processing for each category in real-time. The training model was able to classified new movie contents with a 71% correct ratio. Listeners reported that this scene-based adaptive sound processing bring higher realism.
ER  -