2,789 research outputs found
Magnetism and Electronic Correlations in Quasi-One-Dimensional Compounds
In this contribution on the celebration of the 80th birthday anniversary of
Prof. Ricardo Ferreira, we present a brief survey on the magnetism of
quasi-one-dimensional compounds. This has been a research area of intense
activity particularly since the first experimental announcements of magnetism
in organic and organometallic polymers in the mid 80s. We review experimental
and theoretical achievements on the field, featuring chain systems of
correlated electrons in a special AB2 unit cell structure present in inorganic
and organic compounds
Analysis of the sensitivity of the End-Of-Turn Detection task to errors generated by the Automatic Speech Recognition process.
An End-Of-Turn Detection Module (EOTD-M) is an essential component of au- tomatic Spoken Dialogue Systems. The capability of correctly detecting whether a user’s utterance has ended or not improves the accuracy in interpreting the meaning of the message and decreases the latency in the answer. Usually, in di- alogue systems, an EOTD-M is coupled with an Automatic Speech Recognition Module (ASR-M) to transmit complete utterances to the Natural Language Un- derstanding unit. Mistakes in the ASR-M transcription can have a strong effect on the performance of the EOTD-M. The actual extent of this effect depends on the particular combination of ASR-M transcription errors and the sentence featurization techniques implemented as part of the EOTD-M. In this paper we investigate this important relationship for an EOTD-M based on semantic information and particular characteristics of the speakers (speech profiles). We introduce an Automatic Speech Recognition Simulator (ASR-SIM) that mod- els different types of semantic mistakes in the ASR-M transcription as well as different speech profiles. We use the simulator to evaluate the sensitivity to ASR-M mistakes of a Long Short-Term Memory network classifier trained in EOTD with different featurization techniques. Our experiments reveal the dif- ferent ways in which the performance of the model is influenced by the ASR-M errors. We corroborate that not only is the ASR-SIM useful to estimate the performance of an EOTD-M in customized noisy scenarios, but it can also be used to generate training datasets with the expected error rates of real working conditions, which leads to better performance.EMPATHIC
IT1244-19
TIN2016-78365-R
PID2019-104966GB-I00
Chemistry in isolation: High CCH/HCO+ line ratio in the AMIGA galaxy CIG 638
Multi-molecule observations towards an increasing variety of galaxies have
been showing that the relative molecular abundances are affected by the type of
activity. However, these studies are biased towards bright active galaxies,
which are typically in interaction. We study the molecular composition of one
of the most isolated galaxies in the local Universe where the physical and
chemical properties of their molecular clouds have been determined by intrinsic
mechanisms. We present 3 mm broad band observations of the galaxy CIG 638,
extracted from the AMIGA sample of isolated galaxies. The emission of the J=1-0
transitions of CCH, HCN, HCO+, and HNC are detected. Integrated intensity
ratios between these line are compared with similar observations from the
literature towards active galaxies including starburst galaxies (SB), active
galactic nuclei (AGN), luminous infrared galaxies (LIRG), and GMCs in M33. A
significantly high ratio of CCH with respect to HCN, HCO+, and HNC is found
towards CIG 638 when compared with all other galaxies where these species have
been detected. This points to either an overabundance of CCH or to a relative
lack of dense molecular gas as supported by the low HCN/CO ratio, or both. The
data suggest that the CIG 638 is naturally a less perturbed galaxy where a
lower fraction of dense molecular gas, as well as a more even distribution
could explain the measured ratios. In this scenario the dense gas tracers would
be naturally dimmer, while the UV enhanced CCH, would be overproduced in a less
shielded medium.Comment: Letter accepted for publication in A&
Curvature and Acoustic Instabilities in Rotating Fluid Disks
The stability of a rotating fluid disk to the formation of spiral arms is
studied in the tightwinding approximation in the linear regime. The dispersion
relation for spirals that was derived by Bertin et al. is shown to contain a
new, acoustic instability beyond the Lindblad resonances that depends only on
pressure and rotation. In this regime, pressure and gravity exchange roles as
drivers and inhibitors of spiral wave structures. Other instabilities that are
enhanced by pressure are also found in the general dispersion relation by
including higher order terms in the small parameter 1/kr for wavenumber k and
radius r. These instabilities are present even for large values of Toomre's
parameter Q. Unstable growth rates are determined in four cases: a
self-gravitating disk with a flat rotation curve, a self-gravitating disk with
solid body rotation, a non-self-gravitating disk with solid body rotation, and
a non-self-gravitating disk with Keplerian rotation. The most important
application appears to be as a source of spiral structure, possibly leading to
accretion in non-self-gravitating disks, such as some galactic nuclear disks,
disks around black holes, and proto-planetary disks. All of these examples have
short orbital times so the unstable growth time can be small.Comment: 30 pages, 5 figures, scheduled for ApJ 520, August 1, 199
Quantum phase transitions in alternating spin-(1/2, 5/2) Heisenberg chains
The ground state spin-wave excitations and thermodynamic properties of two
types of ferrimagnetic chains are investigated: the alternating spin-1/2
spin-5/2 chain and a similar chain with a spin-1/2 pendant attached to the
spin-5/2 site. Results for magnetic susceptibility, magnetization and specific
heat are obtained through the finite-temperature Lanczos method with the aim in
describing available experimental data, as well as comparison with theoretical
results from the semiclassical approximation and the low-temperature
susceptibility expansion derived from Takahashi's modified spin-wave theory. In
particular, we study in detail the temperature vs. magnetic field phase diagram
of the spin-1/2 spin-5/2 chain, in which several low-temperature quantum phases
are identified: the Luttinger Liquid phase, the ferrimagnetic plateau and the
fully polarized one, and the respective quantum critical points and crossover
lines
Symmetric eikonal model for projectile-electron excitation and loss in relativistic ion-atom collisions
At impact energies GeV/u the projectile-electron
excitation and loss occurring in collisions between highly charged ions and
neutral atoms is already strongly influenced by the presence of atomic
electrons. In order to treat these processes in collisions with heavy atoms we
generalize the symmetric eikonal model, used earlier for considerations of
electron transitions in ion-atom collisions within the scope of a three-body
Coulomb problem. We show that at asymptotically high collision energies this
model leads to an exact transition amplitude and is very well suited to
describe the projectile-electron excitation and loss at energies above a few
GeV/u. In particular, by considering a number of examples we demonstrate
advantages of this model over the first Born approximation at impact energies
--30 GeV/u, which are of special interest for atomic physics
experiments at the future GSI facilities.Comment: 14 pages, 5 figure
Increasing of entanglement entropy from pure to random quantum critical chains
It is known that the entropy of a block of spins of size embedded in an
infinite pure critical spin chain diverges as the logarithm of with a
prefactor fixed by the central charge of the corresponding conformal field
theory. For a class of strongly random spin chains, it has been shown that the
correspondent block entropy still remains universal and diverges
logarithmically with an "effective" central charge. By computing the
entanglement entropy for a family of models which includes the -states
random Potts chain and the clock model, we give some definitive answer to
some recent conjectures about the behaviour of the effective central charge. In
particular, we show that the ratio between the entanglement entropy in the pure
and in the disordered system is model dependent and we provide a series of
critical models where the entanglement entropy grows from the pure to the
random case.Comment: 4 pages, 2 eps figures, added reference
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