DocumentCode :
3087485
Title :
Joint Position-Pitch Tracking for 2-Channel Audio
Author :
Képesi, Marián ; Pernkopf, Franz ; Wohlmayr, Michael
Author_Institution :
Graz Univ. of Technol., Graz
fYear :
2007
fDate :
25-27 June 2007
Firstpage :
303
Lastpage :
306
Abstract :
In this paper, a new representation for acoustic source indexing in a multi-source environment is introduced. Each source is represented by a two-dimensional Gaussian-like probability distribution as a function of pitch and direction-of-arrival (DoA). These features of source candidates form the time dependent Position-Pitch (PoPi) plane, which is extracted from 2-channel audio. For demonstration, the time-evolution of Gaussians corresponding to source candidates are tracked by a Viterbi decoder. The Viterbi tracking is extended to multiple paths and pruning of similar paths using the normalized Levenshtein distance is applied.
Keywords :
Viterbi decoding; audio signal processing; indexing; statistical distributions; 2-channel audio; 2D Gaussian-like probability distribution; Position-Pitch plane; Viterbi decoder; Viterbi tracking; acoustic source indexing representation; joint position-pitch tracking; normalized Levenshtein distance; Decoding; Frequency; Gaussian distribution; Indexing; Loudspeakers; Probability distribution; Sections; Signal processing algorithms; Speech; Viterbi algorithm;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Content-Based Multimedia Indexing, 2007. CBMI '07. International Workshop on
Conference_Location :
Bordeaux
Print_ISBN :
1-4244-1011-8
Electronic_ISBN :
1-4244-1011-8
Type :
conf
DOI :
10.1109/CBMI.2007.385426
Filename :
4275089
Link To Document :
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