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Signals, Volume 2, Issue 2

2021 June - 11 articles

Cover Story: Many content-based music retrieval strategies follow the query-by-example paradigm, where the user provides a query audio snippet, and the retrieval system returns recordings from a music collection that are similar to the query. In this scenario, a fast response from the system is essential for a positive user experience. We describe how to improve the efficiency of the search by using a modern graph-based index, denoted as the Hierarchical Navigable Small World (HNSW) graph. As our main contribution, we explore its potential in the context of a cross-version music retrieval application. We show that the HNSW-based retrieval is several orders of magnitude faster than previous music retrieval approaches, highlighting the practical relevance of the HNSW graph for music information retrieval applications. View this paper
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Articles (11)

  • Article
  • Open Access
7 Citations
3,858 Views
12 Pages

16 June 2021

The cross-correlation function (CCF) is an established technique to calculate time-of-flight for ultrasonic signals. However, the quality of the CCF depends on the shape of the input signals. In many use cases, the CCF can exhibit secondary maxima in...

  • Article
  • Open Access
3,157 Views
13 Pages

8 June 2021

In this paper, we investigate the causality in the sense of Granger for functional time series. The concept of causality for functional time series is defined, and a statistical procedure of testing the hypothesis of non-causality is proposed. The pr...

  • Article
  • Open Access
4 Citations
9,757 Views
17 Pages

17 May 2021

Flexible retrieval systems are required for conveniently browsing through large music collections. In a particular content-based music retrieval scenario, the user provides a query audio snippet, and the retrieval system returns music recordings from...

  • Article
  • Open Access
3 Citations
4,313 Views
32 Pages

Fluorescent Imaging and Multifusion Segmentation for Enhanced Visualization and Delineation of Glioblastomas Margins

  • Aditi Deshpande,
  • Thomas Cambria,
  • Charles Barnes,
  • Alexandros Kerwick,
  • George Livanos,
  • Michalis Zervakis,
  • Anthony Beninati,
  • Nicolas Douard,
  • Martin Nowak and
  • George C. Giakos
  • + 9 authors

13 May 2021

This study investigates the potential of fluorescence imaging in conjunction with an original, fused segmentation framework for enhanced detection and delineation of brain tumor margins. By means of a test bed optical microscopy system, autofluoresce...

  • Article
  • Open Access
2 Citations
3,315 Views
18 Pages

11 May 2021

Image denoising methods generally remove not only noise but also fine-scale textures and thus degrade the subjective image quality. In this paper, we propose a method of recovering the texture component that is lost under a state-of-the-art denoising...

  • Review
  • Open Access
9 Citations
8,421 Views
41 Pages

30 April 2021

This paper provides a guide through the FMP notebooks, a comprehensive collection of educational material for teaching and learning fundamentals of music processing (FMP) with a particular focus on the audio domain. Organized in nine parts that consi...

  • Article
  • Open Access
3 Citations
3,482 Views
20 Pages

A Numerical Study on Computational Time Reversal for Structural Health Monitoring

  • Christos G. Panagiotopoulos and
  • Georgios E. Stavroulakis

22 April 2021

Structural health monitoring problems are studied numerically with the time reversal method (TR). The dynamic output of the structure is applied, time reversed, as an external loading and its propagation within the deformable medium is followed backw...

  • Article
  • Open Access
13 Citations
6,106 Views
24 Pages

A Study on the Essential and Parkinson’s Arm Tremor Classification

  • Vasileios Skaramagkas,
  • George Andrikopoulos,
  • Zinovia Kefalopoulou and
  • Panagiotis Polychronopoulos

19 April 2021

In this article, the challenge of discriminating between essential and Parkinson’s tremor is addressed. Although a variety of methods have been proposed for diagnosing the severity of these highly occurring tremor types, their rapid and effective ide...

  • Article
  • Open Access
2 Citations
2,825 Views
12 Pages

15 April 2021

The frequency estimation of multiple complex sinusoids in the presence of noise is important for many signal processing applications. As already discussed in the literature, this problem can be reformulated as a sparse representation problem. In this...

  • Article
  • Open Access
5 Citations
2,928 Views
15 Pages

7 April 2021

The paper considers the problem of tracking a moving target using a pair of cooperative bearing-only mobile sensors. Sensor trajectory optimisation plays the central role in this problem, with the objective to minimize the estimation error of the tar...

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Signals - ISSN 2624-6120