A method for direct audio search with applications to indexing and retrieval

被引:0
|
作者
Johnson, SE [1 ]
Woodland, PC [1 ]
机构
[1] Univ Cambridge, Dept Engn, Cambridge CB2 1PZ, England
关键词
D O I
暂无
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
A technique for searching audio data to find an exact match for a given piece of cue-audio is described. The method uses a cepstral parameterisation of the audio and a covariance-based distance metric to quickly locate direct repeats. Results on data from ABC news broadcasts show that the method can successfully locate matches several hundred times faster than real-time and requires less than a second of cue-audio. By applying the match recursively to the data, repeated sections of audio, which nearly always correspond to non-news items such as commercials and theme-music, can be identified. Experiments show that the application of the technique can also lead to improved information retrieval using automatically transcribed broadcast data.
引用
收藏
页码:1427 / 1430
页数:4
相关论文
共 50 条
  • [1] Indexing and Retrieval of Audio: A Survey
    Goujun Lu
    Multimedia Tools and Applications, 2001, 15 : 269 - 290
  • [2] Indexing and retrieval of audio: A survey
    Lu, GJ
    MULTIMEDIA TOOLS AND APPLICATIONS, 2001, 15 (03) : 269 - 290
  • [3] Audio retrieval by latent perceptual indexing
    Sundaram, Shiva
    Narayanan, Shrikanth
    2008 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING, VOLS 1-12, 2008, : 49 - 52
  • [4] Audio indexing for efficient music information retrieval
    Karydis, I
    Nanopoulos, A
    Papadopoulos, AN
    Manolopoulos, Y
    11TH INTERNATIONAL MULTIMEDIA MODELLING CONFERENCE, PROCEEDINGS, 2005, : 22 - 29
  • [5] Audio visual cues for video indexing and retrieval
    Muneesawang, Paisarn
    Amin, Tahir
    Guan, Ling
    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2004, 3331 : 642 - 649
  • [6] Speech and language technologies for audio indexing and retrieval
    Makhoul, J
    Kubala, F
    Leek, T
    Liu, DB
    Nguyen, L
    Schwartz, R
    Srivastava, A
    PROCEEDINGS OF THE IEEE, 2000, 88 (08) : 1338 - 1353
  • [7] Parallel algorithms for indexing and retrieval in audio databases
    Subramanya, SR
    Youssef, A
    INTERNATIONAL SOCIETY FOR COMPUTERS AND THEIR APPLICATIONS 10TH INTERNATIONAL CONFERENCE ON PARALLEL AND DISTRIBUTED COMPUTING SYSTEMS, 1997, : 611 - 618
  • [8] Audio visual cues for video indexing and retrieval
    Muneesawang, P
    Amin, T
    Guan, L
    ADVANCES IN MULTIMEDIA INFORMATION PROCESSING - PCM 2004, PT 1, PROCEEDINGS, 2004, 3331 : 642 - 649
  • [9] Mixtures of probability experts for audio retrieval and indexing
    Slaney, M
    IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO, VOL I AND II, PROCEEDINGS, 2002, : 345 - 348
  • [10] Audio indexing:: primary components retrieval -: Robust classification in audio documents
    Pinquier, Julien
    Andre-Obrecht, Regine
    MULTIMEDIA TOOLS AND APPLICATIONS, 2006, 30 (03) : 313 - 330