Title :
A method for direct audio search with applications to indexing and retrieval
Author :
Johnson, S.E. ; Woodland, P.C.
Author_Institution :
Dept. of Eng., Cambridge Univ., UK
Abstract :
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
Keywords :
audio signal processing; cepstral analysis; indexing; information retrieval; ABC news broadcasts; audio data; commercials; covariance-based distance metric; cue-audio; direct audio search; indexing; nonnews items; retrieval; theme-music; Broadcasting; Cepstral analysis; Content based retrieval; Event detection; Indexing; Information retrieval; NIST; Real time systems; Speech recognition; Vocabulary;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2000. ICASSP '00. Proceedings. 2000 IEEE International Conference on
Conference_Location :
Istanbul
Print_ISBN :
0-7803-6293-4
DOI :
10.1109/ICASSP.2000.861877