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John Parker

Publications and source records attributed to John Parker.

7 recordsLinked to original sources
arXiv2025

Descriptor:: Extended-Length Audio Dataset for Synthetic Voice Detection and Speaker Recognition (ELAD-SVDSR)

This paper introduces the Extended Length Audio Dataset for Synthetic Voice Detection and Speaker Recognition (ELAD SVDSR), a resource specifically designed to facilitate the creation of high quality deepfakes and support the development of detection systems trained against them. The dataset comprises 45 minute audio recordings from 36 participants, each reading various newspaper articles recorded under controlled conditions and captured via five microphones of differing quality. By focusing on extended duration audio, ELAD SVDSR captures a richer range of speech attributes such as pitch contours, intonation patterns, and nuanced delivery enabling models to generate more realistic and coherent synthetic voices. In turn, this approach allows for the creation of robust deepfakes that can serve as challenging examples in datasets used to train and evaluate synthetic voice detection methods. As part of this effort, 20 deepfake voices have already been created and added to the dataset to showcase its potential. Anonymized metadata accompanies the dataset on speaker demographics. ELAD SVDSR is expected to spur significant advancements in audio forensics, biometric security, and voice authentication systems.

eess.AS↗
arXiv2025

Minimising length of closed billiard trajectories on hyperbolic polygons

In a hyperbolic polygon any finite collection of closed billiard trajectories can be assigned an average length function. In this paper, we consider the average length of the collection of cyclically related closed billiard trajectories in even-sided right-angled polygons and the collection of reflectively related closed billiard trajectories in Lambert quadrilaterals with acute angle $\pi/k$. We show that in the former case the average length is minimised by the regular evensided right-angled polygon, and in the latter case it is minimised by the Lambert quadrilateral with a reflective symmetry about its long axis. We use techniques from Teichmueller theory to prove the main theorems.

math.GT↗
arXiv2024

0ptical trapping with optical magnetic field and photonic Hall effect forces

Optical trapping is having ever-increasing impact in science $-$ particularly biophysics, photonics and most recently in quantum optomechanics $-$ owing to its superior capability for manipulating nanoscale structures and materials. However, essentially all experimental optical trapping studies in the optical dipole regime have, to date, been dominated by the interaction between a material's electric polarizability, $α_{e}$, and the electric part of the incident electromagnetic field, and therefore described by electric field intensity gradient forces. Optical trapping based on optical magnetic light-matter interactions has not been experimentally addressed despite it's immediate extension of the boundaries of optical trapping research and applications. This paper addresses this long-standing deficiency through the realization of optical magnetic trapping of large index of refraction (i.e., Si) nanoparticles and also presents a formalism for quantitative understanding of the experimental findings. Our experimental optical trapping results require including optical magnetic polarizability, $α_{m}$, and electric-magnetic scattering forces associated with the Photonic Hall effect that are qualitatively and quantitatively validated by Maxwell stress tensor calculations. Our findings bring new opportunities for nanoparticle manipulation, potentially relax the limitations Ashkin claimed based on the optical Earnshaw's theorem, motivate optical matter formation by optical magnetic interactions, and suggest new N-body effects and symmetry breaking to drive dynamics of optical matter systems.

physics.optics↗
arXiv2018

Reactive optical matter: light-induced motility in electrodynamically asymmetric nano-scale scatterers

From Newtons third law, the principle of actio et reactio, we expect the forces between interacting particles to be equal and opposite. However, non-reciprocal forces can arise. Specifically, this has recently been shown theoretically in the interaction between dissimilar optically trapped particles mediated by an external field. As a result, despite the incident external field not having a transverse component of momentum, the particle pair experiences a force in a direction transverse to the light propagation direction. In this letter, we directly measure the net non-reciprocal force in electrodynamically interacting nanoparticle dimers illuminated by plane waves and confined to pseudo one-dimensional geometries. We show by electrodynamic theory and simulations that inter-particle interactions cause asymmetric scattering from heterodimers and therefore, the non-reciprocal forces are a consequence of momentum conservation. Finally, we demonstrate experimentally that non-reciprocal dynamics occur generally for illuminated asymmetric scatterers.

physics.optics↗
arXiv2018

Dynamics of optically directed assembly and disassembly of plasmonic nanoplatelet arrays

Studies of nanoparticle-based optical matter have only considered spherical constituents. Yet nanoparticles with other shapes are expected to have different local electromagnetic field distributions and therefore interactions with neighbors in optical matter arrays. Therefore, one would expect their dynamics to be different as well. We investigate directed-assembly of ordered arrays of plasmonic nanoplatelets in optical line traps demonstrating reconfigurability of the array by altering the phase gradient via holographic beam shaping. The weaker gradient forces on and resultant slower motion of the nanoplatelets as compared with plasmonic nanospheres allows precise study of their assembly and disassembly dynamics. Both temporal and spatial correlations are detected between particles separated by some hundreds of nanometers to several microns. Electrodynamics simulations reveal the presence of multipolar plasmon modes that induce short range (near-field) and longer range electrodynamic interactions. These interactions cause both the strong correlations and the non-uniform dynamics observed. Our findings demonstrate new opportunities to generate complex adressable optical matter by exploiting interference between mutipolar plamon modes and create novel active optical technology.

cond-mat.mes-hall↗
arXiv2017

Multipolar analysis of electric and magnetic modes excited by vector beams in core-satellite nano-structures

Core-satellite structures are known to exhibit magnetic modes at optical frequencies and their characterization is important for the development of metamaterials and metafluids. We develop a finite-difference time-domain electrodynamics simulation and multipolar analysis approach and apply it to identify the electric and magnetic multipolar nature of modes excited in core-satellite structures composed of silver nanoparticles decorated on dielectric spheres. In addition to excitation with linearly polarized scalar beams, we investigate the scattering and multipolar properties induced by cylindrical vector beams. In contrast to linearly polarized beams, the nature of the polarization state in these beams (radial, azimuthal, or "shear") can selectively excite, enhance, and rotate a family of multipolar modes. Displacement currents induced in the nanoparticle gaps are investigated to better understand the nature of these excitations. We show that the efficiency of driving these modes depends on nanoparticle density and placement. We propose that selective magnetic and electric excitations can be codified as "selection rules" associated with the symmetries of the beams and particles.

physics.optics↗