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A TEXT RETRIEVAL APPROACH TO CONTENT-BASED AUDIO …
http://www.ideal.ece.utexas.edu/pdfs/164.pdf
This paper presents a novel approach to robust, content-based retrieval of digital music. We formulate the hash-ing and retrieval problems analogously to that of text re-trieval and leverage established results for this unique ap-plication. Accordingly, songs are represented as a ”Bag-of-Audio-Words” and similarity calculations follow directly from the well-known Vector Space …
A TEXT RETRIEVAL APPROACH TO CONTENT-BASED …
https://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.156.5457
CiteSeerX - Document Details (Isaac Councill, Lee Giles, Pradeep Teregowda): This paper presents a novel approach to robust, contentbased retrieval of digital music. We formulate the hashing and retrieval problems analogously to that of text retrieval and leverage established results for this unique application. Accordingly, songs are represented as a ”Bagof-Audio-Words” and similarity ...
(PDF) A TEXT RETRIEVAL APPROACH TO CONTENT …
https://www.researchgate.net/publication/251443565_A_TEXT_RETRIEVAL_APPROACH_TO_CONTENT-BASED_AUDIO_RETRIEVAL
This paper presents a novel approach to robust, content- based retrieval of digital music. We formulate the hash- ing and retrieval problems analogously to that of text re- trieval and leverage ...
CiteSeerX — A text retrieval approach to content-based ...
https://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.528.72
text retrieval approach content-based audio retrieval retrieval problem unique ap-plication similarity calculation well-known vector space model content-based retrieval digital music song data set prac-tical applicability novel approach high accuracy signal distortion studio recording
A Full-Text Retrieval Approach to Content-Based Audio ...
https://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.13.6459
full-text retrieval approach content-based audio identification algebraic method performance data query response time novel framework main part original pcm material several feature extractor pcm audio data multimedia retrieval audio identification index size memory requirement required granularity classical full text retrieval robustness issue test result
(PDF) A Text Retrieval Approach to Content-Based Audio ...
https://www.researchgate.net/publication/220723200_A_Text_Retrieval_Approach_to_Content-Based_Audio_Hashing
PDF | On Jan 1, 2008, Matthew Riley and others published A Text Retrieval Approach to Content-Based Audio Hashing. | Find, read and cite all the research you need on ResearchGate
Large-scale content-based audio retrieval from text ...
https://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.308.3108
In this paper, we propose a machine learning approach for retrieving sounds that is novel in that it (1) uses free-form text queries rather than sound based queries, (2) searches by audio content rather than via textual meta data, and (3) scales to very large number of audio documents and very rich query vocabulary.
Large-Scale Content-Based Audio Retrieval from Text …
http://bengio.abracadoudou.com/publications/pdf/chechik_2008_mir.pdf
task of content-based image retrieval from text queries. 3.1 The Learning Problem Consider a text query q and a set of audio documents A, and let R(q,A) be the set of audio documents in A that are relevant to q. Given a query q, an optimal retrieval system should rank all the documents a ∈ A that are relevant for q ahead of the irrelevant ones;
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