发明名称 Method and apparatus for enhanced phonetic indexing and search
摘要 The subject matter discloses a method two phase phonetic indexing and search comprising: receiving a digital representation of an audio signal; producing a phonetic index of the audio signal; producing phonetic N-gram sequence from the phonetic index by segmenting the phonetic index into a plurality of phonetic N-grams; and producing an inverted index of the plurality of phonetic N-grams.
申请公布号 US9311914(B2) 申请公布日期 2016.04.12
申请号 US201213602214 申请日期 2012.09.03
申请人 NICE-SYSTEMS LTD 发明人 Wasserblat Moshe;Eylon Dan;Ashkenazi Tzach;Pereg Oren;Laperdon Ronen
分类号 G10L13/08;G10L19/02;G10L19/12;G10L15/08;G10L15/22;G10L15/187;G10L15/26;G10L15/20;G10L15/02;G10L15/10;G06F17/30;G06F17/27;G06Q10/10;G10L15/04 主分类号 G10L13/08
代理机构 Soroker-Agmon 代理人 Soroker-Agmon
主权项 1. A method comprising: receiving digital representations of audio signals, wherein the audio signals are produced by a suitable device; producing phonetic indexes of the audio signals based on said digital representations thereof; producing phonetic N-gram sequences from the phonetic indexes by segmenting the phonetic indexes into a plurality of phonetic N-grams; producing inverted indexes of the plurality of phonetic N-grams; obtaining a textual search term; converting the textual search term into a phonetic search term; searching the phonetic search term on the inverted indexes; ranking the digital representations of the audio signals based on matching between the search query and detected events of the search in the inverted indexes such that a rank reflects the probability that the textual search term is found within any of the audio signals, wherein the ranking is according to the following formula:Rankj=100*(1-a*log2(1+1∑i=0N-1⁢Ci)) where the rank is the rank level, j denotes the audio signal, Cj is the confidence score of i-th detected event that satisfy a query in the j-th signal, N is the number of detected events within the j-th signal that satisfy the search query, and a is a constant; and based on the ranking, determining whether or not to automatically perform on each signal of the audio signals a second slower and more accurate phonetic search based on non-inverted indexing, in case a determination to perform the second search is satisfied then the second slower and more accurate phonetic search based on non-inverted indexing is carried out; responsive to performing the second slower and more accurate search, determining search results with respect to the textual search term; and playing back, via a media player, the search results with respect to said digital representations of the audio signals.
地址 Ra'Anana IL