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Könyv CONTENT-BASED AUDIO SEARCH Pedro Cano

CONTENT-BASED AUDIO SEARCH

FROM AUDIO FINGERPRINTING TO SEMANTIC AUDIO RETRIEVAL

Szerző: Pedro Cano
Nyelv: Angol
Kötés: Puha kötésű
Kiadó: VDM Verlag Dr. Müller
Elérhetőség: Kiadói készleten rendelésre
Küldés 17-27 napon belül
27 366 Ft
This book is for audio information retrieval§practitioners.§It is about audio content-based search.§...

Információk a könyvről

Szerző
Pedro Cano
Nyelv
Angol
Kötés
Könyv - Puha kötésű
Kiadva
2009
oldal
224
EAN
9783639134186
Enbook ID
06822119
Kiadó
VDM Verlag Dr. Müller
Súly
350
Méretek
150 x 220 x 13

Teljes leírás

This book is for audio information retrieval§practitioners.§It is about audio content-based search.§Specifically, it is on exploring promising paths for§bridging the semantic gap that currently prevents§wide deployment of audio content-based search§engines. Music search sound engines rely on metadata,§mostly human generated, to manage collections of§audio assets. Even though time-consuming and§error-prone, human labeling is a common practice.§Audio content-based methods, algorithms that§automatically extract description from audio files,§are generally not mature enough to provide the user§friendly representation that users demand when§interacting with audio content. This dissertation has two§parts. In a first part we explore the strengths and§limitation of a pure low-level audio description§technique: audio §fingerprinting. §In the second part, we hypothesize that one of the§problems that hinders the closing the semantic gap is§the lack of intelligence that encodes common sense§knowledge and that such a knowledge base is a primary§step toward bridging §the semantic gap. We present a sound effects§retrieval system which leverages both low-level and§semantic technologies.

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