Name That Room: Room Identification Using Acoustic Features in a Recording
Title | Name That Room: Room Identification Using Acoustic Features in a Recording |
Publication Type | Conference Paper |
Year of Publication | 2012 |
Authors | Peters, N., Lei H., & Friedland G. |
Page(s) | 841-844 |
Other Numbers | 3318 |
Abstract | This paper presents a system for identifying the room in an audio or video recording through the analysis of acoustical properties. The room identification system was tested using a corpus of 13440 reverberant audio samples. With no common content between the training and testing data, an accuracy of 61% for musical signals and 85% for speech signals was achieved. This approach could be applied in a variety of scenarios where knowledge about the acoustical environment is desired, such as location estimation, music recommendation, or emergency response systems. |
Acknowledgment | This work was partially funded by the Deutscher Akademischer Austausch Diesnst (DAAD) through a postdoctoral fellowship. Additional support was provided by Microsoft through award #024263, Intel through award #024894), matching U.C.Discovery funding (Award #DIG07-10227). |
URL | http://www.icsi.berkeley.edu/pubs/other/ICSI_NameThatRoom2012.pdf |
Bibliographic Notes | Proceedings of 20th ACM International Conference on Multimedia (MM 2012), pp. 841-844, Nara, Japan |
Abbreviated Authors | N. Peters, H. Lei, and G. Friedland |
ICSI Research Group | Audio and Multimedia |
ICSI Publication Type | Article in conference proceedings |