baber/WOPTO huggingface dataset:
Patent AU-2022200439-A1 (AU)
Title: Multi-modal speech separation method and system
Inventor: WEI YING
IPC: G10L21/028
Filed: 2022-01-24
Abstract: The present disclosure provides a multi-modal speech separation method and system.  
The method includes: receiving mixed speech of the speakers and facial visual information of 
the speakers; performing face detection by using a Dlib library to obtain a quantity of 
speakers; processing the above information to obtain a complex spectrogram and face images 
of the speakers and transmitting the complex spectrogram and the face images to a 
multi-modal speech separation model, and dynamically adjusting a structure of the model 
according to the quantity of the speakers, where during training of the multi-modal speech 
separation model, a complex ideal ratio mask (cIRM) is used as training target, where the 
cIRM is defined as a ratio of a spectrogram of a clean speech to a spectrogram of the mixed 
speech in a complex domain, and is composed of a real part and an imaginary part and 
includes an amplitude and phase information of the speech, and the multi-modal speech 
separation model outputs complex time-frequency masks for a quantity of faces; and 
performing complex multiplication on the outputted masks and the spectrogram of the mixed 
speech to obtain the spectrogram of the clean speech, and performing short-time Fourier 
transform (STFT) on the spectrogram of the clean speech to obtain a time-domain signal of 
the clean speech, thereby completing speech separation. The disclosed model is more 
applicable to most application scenarios.
1/2 
Mixed speech 
ST FT-- - ---- --- --- - - --- ------ --- - -
Muli 
Speaker 
OeV+separation 
i 
FIG. I 
CNN layers 
Segmentation TCN layers 
Audio-visual 
Audio feature fusion 
extraction 
FC l ayers 
Weight sharing 
CNN layers 
Visual feature 
extraction 
FIG. 2
Patent AU-2022201394-A1 (AU)
Title: System for Analyzing Data as Well as Mobile Gas Measuring Device as Well as Data Processing Unit for Such a System
Inventor: BERNDT MALTE
IPC: G01M3/00
Filed: 2022-03-01
Abstract: A system for analyzing data as well as a mobile gas measuring device in order to a data 
processing unit for such a system is described. The system has at least one gas measuring 
device, which is set up to provide current data and/or historical data, which are stored in a 
memory of the gas measuring device and contain information on a gas measuring device time 
at the time of the detection of the historical data and to transmit them in a wired or wireless 
manner to an interface, which is configured to receive the current and/or historical data and to 
feed them to a data processing unit and/or to another memory, and with data identification 
unit, which is configured to add a specific identifier at least from time to time to the data 
provided by the gas measuring device, wherein the data identification unit is set up to add a 
piece of information on a system time during the data transmission and/or the gas measuring 
device time during the data transmission to the data provided by the gas measuring device 
and that the data processing unit is configured such that a processing of the data provided by 
the gas measuring device and/or by the additional memory is carried out such that the system 
time and the gas measuring device time are taken into consideration.
Lols 
cuu 
co 
CDI~tCD 
I.r
C\CD
Patent AU-2022202921-A1 (AU)
Title: Device and method for handling cross arms
Inventor: SHARWOOD RIC
IPC: E04H12/34
Filed: 2022-05-02
Abstract: The present application relates to a device configured for supporting a cross arm of an 
electricity pole during its removal from and/or attachment to the pole during maintenance 
from a mobile elevation vehicle. The device comprises: a first portion adapted to receive 
and support a cross arm of an electricity pole; a retainer for releasably securing and 
retaining the cross arm adjacent to and supported on the first portion, and a second 
portion, integral with the first portion, for maintaining the device in association with and 
supported on an insulated bucket or bucket liner of a mobile elevation vehicle as the 
bucket of the vehicle is raised and lowered during maintenance. The application also 
relates to a method of handling a cross arm of this type using the above device.  
(Fig. 2)
1/2 
7 15 O13 
FIG. 1 
26 
Q 22 
24 
20 
FIG. 2
Patent AU-2022203268-A1 (AU)
Title: A liquid dispenser and method of use
Inventor: BUCKLEY PAUL FLEMING
IPC: B05B15/65
Filed: 2022-05-16
Abstract: A liquid dispenser that utilises water tension to halt flow of liquid when a liquid source is no longer 
delivered yet, provides a steady flow of liquid when liquid is delivered is described. In one 
embodiment the liquid dispenser may comprise a first fluid chamber fluidly connected to a liquid 
source; and a second fluid chamber fluidly connected to the first fluid chamber. The second fluid 
chamber may be positioned above the first fluid chamber. The second fluid chamber may have an 
outlet, the outlet oriented to dispense liquid from the liquid dispenser when liquid is dispensed from 
the liquid dispenser, liquid being dispensed from the outlet in a downward vertical direction relative 
to the liquid dispenser position. Also described is an animal handling device for delivery of liquids to 
an animal and methods of use of the liquid dispenser.  
16
3/6 
bI 
6 6 
9 9 
8 8 8 8 
3 
6 9 6 9 6 6 
9 9 
3 
FIG. 3
Patent AU-2022211842-A1 (AU)
Title: Mobile Leaderboard
Inventor: EDSALL ETHAN
IPC: A63F13/70
Filed: 2022-08-03
Abstract: Embodiments described herein are directed to providing various types of leaderboards 
related to electronic games available in a gaming venue. These rank-ordered lists can be based 
on previous game play by a particular player or group of players and provided to a player's 
mobile device. However, rather than being based on a single metric or aspect of a particular 
game, such as a score or an amount of winnings, leaderboards as disclosed herein can be related 
to a number of different aspects of any one or more electronic games. These aspects can include, 
but are not limited to, an amount of time played, an amount of wagers made, an amount of 
winnings, etc. Additionally, or alternatively, leaderboards can be generated showing and ranking 
various players for each such aspect.
4/5 
405 
Maintain player 
files 
430 
410 F ' 
Generate rank
Receive message ordered list from 
indicating initiation player records 
of game 
C435 
415 IF 
Provide rank
Receive ordered list to 
information for mobile device of 
aspect(s) of game player 
F440 
420 F ' 
Receive request 
Recordreceived for additional 
information in information 
player record 
C445 
425 F ' 
Provide requested 
additional 
Receive request information to 
for information mobile device 
FIG. 4
Patent AU-2022221484-A1 (AU)
Title: Large sealing lid with slides and lock
Inventor: HILLARD KIRK P
IPC: B65D43/26
Filed: 2022-08-25
Abstract: A closure assembly includes a tank opening flange that surrounds a tank opening of a 
supply tank and a tank lid that covers the tank opening. The tank lid is operable between open and 
closed positions. A compression seal is attached to an underside of the tank lid and is disposed 
5 between the tank opening flange and the tank lid when the tank lid is in the closed position. A pair 
of guides are attached to opposite sides of the tank opening flange wherein each of the pair of 
guides defines a track opening to receive a plurality of sliding mechanisms attached to the tank lid.  
The track opening guides the sliding mechanisms and the tank lid around the tank opening flange 
such that the compression seal does not engage the tank opening flange when the tank lid is 
0 operated between the closed and open positions.
3/15 
56a 
44a 
48a 
300a 
0 
92b 
100
- - 64b 
76 - - -300b 
62 90b 
FIG. 3 
42a 
58a 58d 80 
300a 48a 
000 
5c - - 300b 58 
FIG. 4
Patent AU-2022224764-A1 (AU)
Title: Spinal fixation assembly
Inventor: STEIN JOSHUA
IPC: A61B17/00
Filed: 2022-08-31
Abstract: First and second spinal rods are connected by placing them in respective first and second 
openings of a main body of a monolithic spinal rod reinforcer, to connect the first spinal rod 
to the second spinal rod. The reinforcer includes a reinforcer body extending between first 
and second arms. In a quad rod procedure to attach a spinal rod reinforcer to a spinal rod, 
first and second arms of a spinal rod reinforcer are connected to respective first and second 
locations on the spinal rod; a pedicle screw is inserted on a vertebrae medially or laterally 
adjacent to the spinal rod; and a central portion of a spinal rod reinforcer is connected to the 
pedicle screw such that a channel of the pedicle screw receives the central portion of the 
spinal rod reinforcer to secure the spinal rod reinforcer to the vertebrae. A spinal rod 
assembly comprises a spinal rod, a monolithic spinal rod reinforcer having two or more arms 
extending transverse to a main body, each arm having a coupling mechanism with first and 
second coupling channels adapted to receive the spinal rod, a first pedicle screw having a 
first channel, a second pedicle screw having a second channel, and a third pedicle screw 
having a third channel configured to attach the body of the spinal rod reinforcer to a vertebral 
body. The pedicle screws are configured to attach the spinal rod to the vertebral body. The 
coupling mechanisms are attached to the spinal rod such that the spinal rod is received in the 
first and second channels and the first and second coupling channels.  
FIG. 11
714 
714 718 L10 700 
704 
710 
720
716 
702 
706 
708 \ 
712 
L11 
FIG. 11
Patent AU-2022263604-A1 (AU)
Title: Method and system for analytical X-ray calibration, reconstruction and indexing using simulation
Inventor: ANDREW MATTHEW
IPC: G06Q50/02
Filed: 2022-11-04
Abstract: OF THE DISCLOSURE 
A mineral characterization method for an x-ray CT system comprises generating 
one or more volume datasets of a sample and identifying phases in the sample by correcting 
the datasets based on simulations. This can be employed with a polychromatic x-ray 
simulation and a highly controlled and well scaled implementation of analytical reconstruction 
to index materials of known composition to reconstructed grayscale intensities. An example of 
an application of this technology is in the field of mineral characterization on geoscience 
samples, where a single sample may consist of many individual mineral phases, of unknown 
distribution. Also addressed is a workflow for data correction and calibration such that 
acquisition related uncertainties are minimized and reconstructed intensity robustness 
maximized. This is achieved when some material of known transmission is in the field of view 
for every projection to create a reference path.
9
Patent AU-2022280615-A1 (AU)
Title: A robotic lawn mower with enhanced cutting properties
Inventor: ALLARD MARTIN
IPC: A01D34/00
Filed: 2022-05-09
Abstract: The present disclosure relates to a robotic lawn mower (100) having a first end portion (101) and a second end portion (102), and comprising a body (140), at least two drive wheels (130a, 130b), at least one swivelable wheel (131a, 131b), a rotatable grass cutting disc (160) having a rotation axis (152), and at least two electric motor arrangements (150, 165). At least two drive wheels (130a, 130b) have a drive wheel axis (145) with a center (146) and are drivably connected to a first electric motor arrangement (150), where at least one swivelable wheel (131a, 131b) has a corresponding swivel axis (153,154). A swivel attachment axis (151), running through at least one swivel axis (153,154) and being parallel to the drive wheel axis (145), is positioned between the second end portion (102) and the drive wheel axis (145). The cutting disc (160) is drivably connected to a second electric motor arrangement (165), wherein the cutting disc (160) at least partly is positioned between the swivel attachment axis (151) and the second end portion (102).
Patent AU-2022291934-A1 (AU)
Title: Moveable components with surface coatings
Inventor: HAGHDOOST ATIEH
IPC: C22C27/04
Filed: 2022-06-20
Abstract: Devices with a moveable component that includes a coated surface are described. In some examples, the moveable component can contact a functional fluid during movement of the moveable component. The moveable component includes a coated surface with a surface coating comprising an alloy layer. The alloy layer comprises molybdenum or tungsten in combination with one or more other materials.
Patent AU-2022300887-A1 (AU)
Title: Detection of somatic mutational signatures from whole genome sequencing of cell-free dna
Inventor: WAN JONATHAN CHEE MING
IPC: G16B20/00
Filed: 2022-06-29
Abstract: The present technology relates to methods, computing devices, and systems for identifying somatic mutational signatures (e.g., cancer, aging) from whole genome sequencing (e.g., low coverage WGS) of cell-free DNA (cfDNA) obtained from subjects. Machine learning techniques may be applied to cfDNA mutational profiles, permitting accurate discrimination between cancer patients and healthy individuals or discrimination between different cancer types.
Patent AU-2022328285-A1 (AU)
Title: Determining network reliability using message success rates
Inventor: UHLING THOMAS F
IPC: H04W40/12
Filed: 2022-08-12
Abstract: Techniques for evaluating connections between nodes in a mesh network include a first node listening across a plurality of listening windows for one or more messages transmitted by a second node during a time period; determining a number of messages received by the first node during the time period; computing, based on the number of messages received, a received message success rate associated with a connection between the first node and the second node, wherein the received message success rate indicates a probability of successfully receiving, at the first node, messages transmitted by the second node via the connection; and computing, based on at least one message received during the time period, a transmitted message success rate associated with the connection, wherein the transmitted message success rate indicates a probability of successfully transmitting messages from the first node to the second node via the connection.
Patent AU-2023200047-A1 (AU)
Title: Electronic Device with an Extraction Device and Extraction Device Thereof
Inventor: LEE KUN-CHENG
IPC: H05K7/14
Filed: 2023-01-05
Abstract: An electronic device with an extraction device and an extraction device 
thereof are provided. The extraction device includes a housing and a handle. A 
front side of the housing has two ends. The two ends have a pivot and a 
5 limiting member, respectively. The limiting member has at least one limiting 
recessed portion that has a draw bar and a hook. Two ends of the draw bar have 
a long groove and a pulling and gripping portion, respectively. The pulling and 
gripping portion is connected to the hook, the pivot is disposed in the long 
groove, and the hook can engage in the at least one limiting recessed portion 
10 along a sliding direction to be in an engaged state. The handle in the engaged 
state can slide along an unlocking direction so to depart from the at least one 
limiting recessed portion to be in an unengaged state.  
23
1/9 
CDh 
(NCD 
CD (n 
C:)' 
r' 
'I 
CDN 
r--I-4 
@N
Patent AU-2023202875-A1 (AU)
Title: A method and a processor for determining health of an individual
Inventor: WILD TRAVIS LEIGH
IPC: A61B5/00
Filed: 2023-05-09
Abstract: Disclosed herein is a method and a processor for determining health of an individual. The 
method comprising, in a processor, determining if change information indicative of a change 
in a plurality of characteristics associated with the individual satisfies a predetermined change 
5 condition.
Patent AU-2023204010-A1 (AU)
Title: Aerosol provision device
Inventor: BLANDINO THOMAS PAUL
IPC: A24F40/40
Filed: 2023-06-26
Abstract: Aerosol provision devices having PCBs are described. One such aerosol provision 
5 device defines a longitudinal axis and comprises an electrical connector, a heater 
assembly configured to heat aerosol generating material received within the device 
and a printed circuit board (PCB). The PCB comprises a first portion arranged 
substantially parallel to the longitudinal axis and a second portion arranged 
substantially perpendicular to the longitudinal axis. The heater assembly is electrically 
10 coupled to the first portion. The second portion is electrically coupled to the first 
portion and the electrical connector is electrically coupled to the second portion.  
Another such aerosol provision device comprises a first coil for heating a heater 
component and a PCB arranged adjacent to the first coil. The PCB comprises: a first 
through hole connected to a first end of the first coil; and a second through hole 
15 connected to a second end of the first coil.  
[Fig. 6]
Patent AU-2023270217-A1 (AU)
Title: An elbow assembly of a patient interface, an anti-asphyxia valve for an elbow assembly and a connector
Inventor: Hamish Joshua Rose
IPC: A61M16/06
Filed: 2023-11-21
Abstract: AN ELBOW ASSEMBLY OF A PATIENT INTERFACE, A VALVE ASSEMBLY 
FOR AN ELBOW ASSEMBLY AND A CONECTOR 
ABSTRACT OF THE DISCLOSURE 
An interface for positive pressure therapy includes a mask assembly, a headgear 
assembly and a connection port assembly. The mask assembly comprises a seal member that 
has an upper portion movably connected to an integrated lower portion, wherein the upper 
portion rolls during hinging movement of the upper portion relative to the lower portion. The 
headgear assembly allows connection to the mask assembly in a direction substantially 
normal to a direction of strap tension. The connection port assembly includes a swivel elbow 
with a valve member that controls flow through a port that opens toward the user. The valve 
member is provided with a tapered bead that helps prevent the valve member from sticking in 
a given position. Also, a connector for connecting a respiratory tube to an elbow connector.  
23887313 
-122-
Patent AU-2023270316-A1 (AU)
Title: Curing repair resin
Inventor: PAUL SYFKO
IPC: B29C73/02
Filed: 2023-11-23
Abstract: The present invention provides a repair resin composition for repairing breaks in a vehicle 
windscreen and curing units for curing the repair resin after it has been inserted into the break.  
The present invention also provides a method of repairing a vehicle windscreen, comprising 
inserting a resin into a repair zone, wherein the resin comprises a photoinitiator that activates 
when exposed to light of an activation wavelength, wherein the activation wavelength is 
between 370nm and 425nm, and curing the resin by emitting light including light within the 
activation wavelength range onto the repair zone.  
14 
10 
13 
112 
112 
Fig. 2
Patent AU-2023278043-A1 (AU)
Title: Optical fiber cable production method, and optical fiber cable
Inventor: KAJI TOMOAKI
IPC: G02B6/44
Filed: 2023-12-06
Abstract: ] 
An optical fiber cable production method includes feeding a core including a 
plurality of optical fibers, winding a reinforcing member around the core to form an 
overlapping portion in which end portions of the reinforcing member overlap each other 
5 at a portion of the reinforcing member in a circumferential direction, and performing 
extrusion molding of a sheath on an outside of the reinforcing member. In the 
performing extrusion molding, a resin forming the sheath is inserted into at least a 
portion of the overlapping portion.
Patent AU-2024200276-A1 (AU)
Title: Method and apparatus for security realization of connections over heterogeneous access networks
Inventor: LIU JENNIFER
IPC: H04W60/00
Filed: 2024-01-16
Abstract: METHOD AND APPARATUS FOR SECURITY REALIZATION OF 
CONNECTIONS 
OVER HETEROGENEOUS ACCESS NETWORKS 
ABSTRACT 
5 
This application relates to session establishment by user equipment over a plurality of 
heterogenous access networks. In one aspect, the heterogenous access networks may 
include 3GPP and non-3GPP access networks (106). The non-3GPP access networks 
(106) may include one or more non-3GPP trusted access networks (108) or one or non
10 3GPP, non-trusted access networks (110).
Patent WO-2006108253-A1 (WO)
Title: Oreiller sonorise
Inventor: GRACIA MARIA LUIZA DIAS
IPC: A47G9/10
Filed: 2006-04-12
Abstract: L’oreiller sonorisé de l’invention consiste en un équipement de sonorisation intégré muni, inclusivement, d’une ouverture latérale et d’un dispositif de fermeture (3), de préférence de forme rectangulaire et présentant des textures traditionnelles, permettant à l’utilisateur d’entendre de la musique, de la programmation psycho-émotionnelle et des aides à l’endormissement lorsqu’il ou elle allonge sa tête dessus.
Patent WO-2014040152-A1 (WO)
Title: Processo termo mecânico para perfuração
Inventor: SZENTE ROBERTO NUNES
IPC: H05H1/50
Filed: 2013-08-08
Abstract: Processo termo mecânico para perfuração, onde o processo utiliza uma tocha de plasma de arco não transferido para aquecer a superfície de rochas, fundindo essa superfície e removendo o material liquefeito pela alta pressão do jato de plasma, resultando do processo termo-mecânico um furo na rocha. Devido as altas temperaturas do jato de plasma, de cerca de 10.000 °C, a superfície de rochas para onde o jato de plasma é direcionado, é liquefeita; o jato de plasma possuindo uma alta pressão, pela geometria e condições de operação da tocha de plasma de arco não transferido, expulsa da cavidade sendo feita na rocha o material liquefeito, resultando-se dessa operação uma remoção termo-mecânica do material da rocha. O diâmetro do furo é função dos parâmetros operacionais da tocha de plasma, incluindo vazão do gás, pressão de alimentação do gás na tocha de plasma, corrente e voltagem da tocha.
Patent WO-2014100869-A1 (WO)
Title: Heating system based on the combustion of gaseous fuel
Inventor: DA SILVA MARCOS RAPHAEL
IPC: F24C3/08
Filed: 2013-12-19
Abstract: The present invention relates to a combustion heating system based on the combustion of gaseous fuel and comprising at least one gas injector (1), at least one first venturi nozzle (2), at least one chamber (7) with multiple outlets (71) and at least one second venturi nozzle (5) arranged in series between the first venturi (2) and the chamber (7) with multiple outlets (71).
Patent WO-2014113855-A1 (WO)
Title: Recombinant antigens of porcine circovirus 2 (pcv-2) for vaccine formulations, diagnostic kit and use thereof
Inventor: DE ALMEIDA MÁRCIA ROGÉRIA
IPC: C07K14/01
Filed: 2014-01-23
Abstract: The present invention relates to the preparation of the recombinant antigen of the viral capsid of  Porcine circovirus  2 (PCV-2) and modifications thereof, by expression in a prokaryotic system, purification in the monomer form, recovery of virus-like particles (VLPs) and their use in vaccine formulations, diagnostic kits and a system for quantifying in vaccine lots the PCV-2 antigen by means of a capture ELISA assay. The antigens and vaccine formulations can be used for immunizing animals in programs for combatting PCV-2-associated diseases in conventional swine breeding systems, and represent alternatives to the commercially available vaccines. The ELISA kit can be used for testing the quality of commercial and/or experimental vaccines against PCV-2.