Title :
Characterization of talker radiation pattern using a microphone array
Author :
Meuse, Paul C. ; Silverman, Harvey F.
Author_Institution :
Div. of Eng., Brown Univ., Providence, RI, USA
Abstract :
A microphone array has the capability of capturing the properties of a significant portion of a talker´s radiation pattern. In this paper, potential implications of measuring the radiation pattern of a talker for the recognition and enhancement of speech are discussed. Current applications of microphone arrays entail their installation in small enclosures such as a conference room or an automobile, typically placing a talker in the array´s near field. Fitting a nominal acoustic model to a sparse sampling of the radiation pattern yields parameter estimates which should prove useful as features for speech recognition. Parameter-estimation results using fixed-radius sources (loudspeakers) are presented. Other considerations unique to placement of a talker in close proximity to an array are discussed
Keywords :
acoustic arrays; acoustic variables measurement; loudspeakers; microphones; parameter estimation; speech enhancement; speech recognition; acoustic model; automobile; conference room; fixed-radius sources; loudspeakers; microphone arrays; near field; parameter estimation; radiation pattern measurement; sparse sampling; speech enhancement; speech recognition; talker radiation pattern; Acoustic measurements; Automobiles; Loudspeakers; Microphone arrays; Parameter estimation; Pattern recognition; Sampling methods; Speech enhancement; Speech recognition; Yield estimation;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1994. ICASSP-94., 1994 IEEE International Conference on
Conference_Location :
Adelaide, SA
Print_ISBN :
0-7803-1775-0
DOI :
10.1109/ICASSP.1994.389671