User Centric Media. First International Conference, UCMedia 2009, Venice, Italy, December 9-11, 2009, Revised Selected Papers

Research Article

Memoirs of Togetherness from Audio Logs

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  • @INPROCEEDINGS{10.1007/978-3-642-12630-7_37,
        author={Danil Korchagin},
        title={Memoirs of Togetherness from Audio Logs},
        proceedings={User Centric Media. First International Conference, UCMedia 2009, Venice, Italy, December 9-11, 2009, Revised Selected Papers},
        proceedings_a={UCMEDIA},
        year={2012},
        month={10},
        keywords={Time-frequency analysis pattern matching confidence estimation},
        doi={10.1007/978-3-642-12630-7_37}
    }
    
  • Danil Korchagin
    Year: 2012
    Memoirs of Togetherness from Audio Logs
    UCMEDIA
    Springer
    DOI: 10.1007/978-3-642-12630-7_37
Danil Korchagin1,*
  • 1: Idiap Research Institute
*Contact email: Danil.Korchagin@idiap.ch

Abstract

In this paper, we propose a new concept how tempo-social information about moments of togetherness within a social group of people can be retrieved in the palm of the hand from social context. The social context is digitised by audio logging of the same user centric device such as mobile phone. Being asynchronously driven it allows automatically logging social events with involved parties and thus helps to feel at home anywhere anytime and to nurture user to group relationships. The core of the algorithm is based on perceptual time-frequency analysis via confidence estimate of dynamic cepstral pattern matching between audio logs of people within a social group. The results show robust retrieval and surpass the performance of cross correlation while keeping lower system requirements.