Abstract:Abstract-The ever-increasing density of computer storage devices has allowed the average user to store enormous quantities of multimedia content, and a large amount of this content is usually music. Current search techniques for musical content rely on meta-data tags which describe artist, album, year, genre, etc. Query-by-content systems allow users to search based upon the acoustical content of the songs. Recent systems have mainly depended upon textual representations of the queries and targets in order to … Show more
“…Self-Organizing Maps (SOMs) produce an interpolated feature space and can easily be visualized, and, as a result, naturally suggest themselves as a way of doing this. In earlier work, we proposed the design of a system that uses a SOM to reduce the dimensionality Kyle of the feature space, allowing the use of simple (Euclidean) distance metrics [13]. Here we extend that work by fully implementing the proposed system and evaluating it for a variety of different query scenarios.…”
Abstract-The ever-increasing density of computer storage devices has allowed the average user to store enormous quantities of multimedia content, and a large amount of this content is usually music. We present a query-by-content system which searches the actual audio content of the music and supports querying in several styles using a Self-Organizing Map as its basis. Empirical results demonstrate the viability of this approach for musical query-by-content.
“…Self-Organizing Maps (SOMs) produce an interpolated feature space and can easily be visualized, and, as a result, naturally suggest themselves as a way of doing this. In earlier work, we proposed the design of a system that uses a SOM to reduce the dimensionality Kyle of the feature space, allowing the use of simple (Euclidean) distance metrics [13]. Here we extend that work by fully implementing the proposed system and evaluating it for a variety of different query scenarios.…”
Abstract-The ever-increasing density of computer storage devices has allowed the average user to store enormous quantities of multimedia content, and a large amount of this content is usually music. We present a query-by-content system which searches the actual audio content of the music and supports querying in several styles using a Self-Organizing Map as its basis. Empirical results demonstrate the viability of this approach for musical query-by-content.
“…Cutting images or image cropping is a process to clean the sides of the image to fix orreframing a digital image or image [6]. These cuts are necessary to eliminate parts of the right side and bottom of a digital image that contains information derived from Google Earth.…”
Section: A Cutting Pictures Imagementioning
confidence: 99%
“…The classification was intended to distinguish between areas of forest to non-forest area so there happen error identification results [6]. Program classifications retrieved from programs that have been created previously by Safaruddin A.…”
Section: A Cutting Pictures Imagementioning
confidence: 99%
“…From 30 data tested, 24 of them is data logging takes place 6 remaining data liardan is not happening logging obtained from previous studies [6].…”
Section: Training Data and Data Testmentioning
confidence: 99%
“…In addition, the RMSE values can also be used as a criterion for the epoch number system to stop learning. RMSE is the level of system output values error learning to value output data pairs of trainers or in other words the RMSE is the difference between the desired output and the actual output [6].…”
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