Sound capture
阅读说明:本技术 声音捕获 (Sound capture ) 是由 M.克里斯托夫 G.普法芬格 M.科隆拉赫纳 于 2018-05-03 设计创作,主要内容包括:声音捕获包括:将远场麦克风功能应用于多个第一麦克风信号以提供第一输出信号;以及将弱指向性麦克风功能应用于一个或多个第二麦克风信号以提供第二输出信号。(The sound capture includes: applying a far-field microphone function to a plurality of first microphone signals to provide a first output signal; and applying the weak directional microphone function to the one or more second microphone signals to provide a second output signal.)
1. A sound capture system, comprising:
a first signal processing path configured to apply a far-field microphone function based on a plurality of first microphone signals and provide a first output signal to a speech processing device; and
a second signal processing path configured to apply a weak directional microphone function as compared to the far-field microphone function based on one or more second microphone signals and provide a second output signal to the speech processing device.
2. The system of claim 1, further comprising a multi-channel high-pass filter block including a plurality of high-pass filters operably connected upstream of at least one of the first signal processing path and the second signal processing path.
3. The system of claim 1 or 2, further comprising a microphone array comprising a plurality of microphones providing at least one of the plurality of first microphone signals and the plurality of second microphone signals.
4. The system of any of claims 1 to 3, wherein the first signal processing path comprises:
a multi-channel acoustic echo cancellation block comprising a plurality of acoustic echo cancellers and configured to receive the filtered or unfiltered plurality of first microphone signals;
a multi-channel fixed beamforming block comprising a plurality of fixed beamformers and operatively connected downstream of the multi-channel acoustic echo cancellation block;
a beam steering block operatively connected downstream of the multi-channel fixed beamforming block and configured to provide at least one fixed beam signal; and
an adaptive beamforming block operatively connected downstream of the beam steering block and configured to provide a directional beam signal steered toward a target location.
5. The system of claim 4, wherein the first signal processing path further comprises at least one of:
a first noise reduction block operatively connected downstream of the adaptive beamforming block and configured to remove noise from the beam signal provided by the adaptive beamforming block;
a first automatic gain control block operably connected downstream of the adaptive beamforming block and configured to provide a first automatic gain control output signal having a controlled signal amplitude; and
a first limiter block operatively connected downstream of the adaptive beamforming block and configured to provide a first limiter output signal having a signal amplitude below a predetermined value.
6. The system of claim 4 or 5, wherein the beam steering block is further configured to provide a positive fixed beam signal and a negative fixed beam signal, the positive fixed beam signal representing a beam pointing to a direction in the room currently having the highest signal-to-noise ratio, and the negative fixed beam signal representing a beam pointing to a direction in the room currently having the lowest signal-to-noise ratio.
7. The system of claim 4 or 5, wherein the beam steering block is further configured to provide a positive fixed beam signal and a negative fixed beam signal, the positive fixed beam signal representing a beam pointing in a direction in the room currently having the highest signal-to-noise ratio, and the negative fixed beam signal representing a beam pointing in the opposite direction.
8. The system of any of claims 1 to 7, wherein the second signal processing path comprises:
a multi-channel delay block comprising a plurality of delays and connected to either the microphone array or the high pass filter block;
a first summing block operably connected downstream of the multichannel delay block and configured to sum the delayed filtered or unfiltered plurality of second microphone signals to provide a sum signal; and
a first single channel acoustic echo cancellation block comprising an acoustic echo canceller and configured to receive the sum signal and provide the weak directional signal.
9. The system of claim 8, further comprising a latency calculation block, wherein:
the beam steering block is further configured to provide a delayed steering signal;
the multi-channel delay block is further configured to provide a plurality of controllable delays; and is
The multi-channel delay calculation block is configured to control the plurality of controllable delays based on the delayed steering signal from the beam steering block.
10. The system of claim 9, wherein the plurality of delays comprises a fractional delay.
11. The system of any of claims 1 to 7, wherein the second signal processing path comprises:
a first multi-channel all-pass filter block comprising a plurality of all-pass filters and operatively connected to either the microphone array or the high-pass filter block;
a second summing block operably connected downstream of the multichannel delay block and configured to sum the delayed filtered or unfiltered plurality of second microphone signals to provide a sum signal; and
a second single channel acoustic echo cancellation block comprising an acoustic echo canceller and configured to receive the sum signal and provide the weak directional signal.
12. The system of any of claims 4 to 7, wherein the second signal processing path comprises:
a second multi-channel all-pass filter block comprising a plurality of all-pass filters and operatively connected to the multi-channel acoustic echo cancellation block;
a second summing block operably connected downstream of the multichannel delay block and configured to sum the delayed filtered or unfiltered plurality of second microphone signals to provide a sum signal.
13. The system of claim 11 or 12, wherein at least one of the first and second multi-channel all-pass filter blocks comprises an all-pass filter having a randomly distributed cutoff frequency arranged around a notch of a resulting amplitude-frequency response.
14. The system of any of claims 8 to 13, wherein the second signal processing path further comprises at least one of:
a second noise reduction block operatively connected downstream of the summing block and configured to remove noise from the summed signal provided by the summing block;
a second automatic gain control block operably connected downstream of the summing block and configured to provide a second automatic gain control output signal having a controlled signal amplitude; and
a second limiter block operatively connected downstream of the summing block and configured to provide a second limiter output signal having a signal amplitude equal to or below a predetermined value.
15. The system of any one of claims 1 to 14, wherein the speech processing arrangement includes a speech recognition block operatively connected downstream of at least one of the first and second signal processing paths.
16. A system according to any one of claims 1 to 15, wherein the speech processing means comprises a keyword search processing block or a hands-free processing block operatively connected downstream of the at least one of the second and first signal processing paths.
17. The system of claim 4 or 5, wherein the second signal processing path further comprises
A second summing block operably connected downstream of the multi-channel fixed beamforming block and configured to sum the output signals of the multi-channel fixed beamforming block to provide a sum signal; and at least one of:
a second noise reduction block operatively connected downstream of the summing block and configured to remove noise from the summed signal provided by the summing block;
a second automatic gain control block operably connected downstream of the summing block and configured to provide a second automatic gain control output signal having a controlled signal amplitude; and
a second limiter block operatively connected downstream of the summing block and configured to provide a second limiter output signal having a signal amplitude equal to or below a predetermined value.
18. The system of claim 4 or 5, wherein the second signal processing path further comprises
A second summing block operably connected downstream of the multi-channel fixed beamforming block and configured to sum its output signals related to the more negative beam to provide a sum signal; and at least one of:
a second noise reduction block operatively connected downstream of the summing block and configured to remove noise from the summed signal provided by the summing block;
a second automatic gain control block operably connected downstream of the summing block and configured to provide a second automatic gain control output signal having a controlled signal amplitude; and
a second limiter block operatively connected downstream of the summing block and configured to provide a second limiter output signal having a signal amplitude equal to or below a predetermined value.
19. The system of claim 4 or 5, wherein the second signal processing path further comprises
A second summing block operably connected downstream of the multi-channel fixed beamforming block and configured to sum the output signals of a most negative beam and at least one adjacent beam on each side thereof to provide a sum signal; and at least one of:
a second noise reduction block operatively connected downstream of the summing block and configured to remove noise from the summed signal provided by the summing block;
a second automatic gain control block operably connected downstream of the summing block and configured to provide a second automatic gain control output signal having a controlled signal amplitude; and
a second limiter block operatively connected downstream of the summing block and configured to provide a second limiter output signal having a signal amplitude equal to or below a predetermined value.
20. The system of claim 4 or 5, wherein the second signal processing path is operably connected downstream of the beam steering block, and further comprising at least one of:
a second noise reduction block operatively connected downstream of the summing block and configured to remove noise from the summed signal provided by the summing block;
a second automatic gain control block operably connected downstream of the summing block and configured to provide a second automatic gain control output signal having a controlled signal amplitude; and
a second limiter block operatively connected downstream of the summing block and configured to provide a second limiter output signal having a signal amplitude equal to or below a predetermined value.
21. A sound capture method, comprising:
applying a far-field microphone function to the plurality of first microphone signals to provide a first output signal for speech processing; and
applying a weak directional microphone function compared to the far-field microphone function to one or more second microphone signals to provide a second output signal for speech processing.
22. The method of claim 21, further comprising multichannel high pass filtering at least one of the plurality of first microphone signals and the one or more second microphone signals prior to at least one of applying the far-field microphone function and applying the weak directional microphone function.
23. A method as in claim 21 or 22, further comprising providing a microphone array for at least one of the plurality of first microphone signals and the plurality of second microphone signals, the microphone array comprising a plurality of microphones.
24. The method of any one of claims 21 to 23, wherein applying far-field microphone functionality comprises:
performing multi-channel acoustic echo cancellation with a plurality of acoustic echo cancellers based on the filtered or unfiltered plurality of first microphone signals;
performing multi-channel fixed beamforming with a plurality of fixed beamformers downstream of the multi-channel acoustic echo cancellation;
beam steering downstream of the multi-channel fixed beam forming to provide at least one fixed beam signal; and
adaptive beamforming is performed downstream of the beam steering to provide a directional beam signal steered toward a target location.
25. The method of claim 24, wherein applying far-field microphone functionality further comprises at least one of:
performing a first noise reduction downstream of the adaptive beamforming to remove noise from the beam signal provided by the adaptive beamforming;
performing a first automatic gain control downstream of the adaptive beamforming to provide a first automatic gain control output signal having a controlled signal amplitude; and
a first limiting is performed downstream of the adaptive beamforming to provide a first limited output signal having a signal amplitude equal to or below a predetermined value.
26. The method of claim 24 or 25, wherein the beam steering is further configured to provide a positive fixed beam signal and a negative fixed beam signal, the positive fixed beam signal representing a beam pointing to a direction in the room currently having the highest signal-to-noise ratio, and the negative fixed beam signal representing a beam pointing to a direction in the room currently having the lowest signal-to-noise ratio.
27. The method of claim 24 or 25, wherein the beam steering is further configured to provide a positive fixed beam signal and a negative fixed beam signal, the positive fixed beam signal representing a beam pointing in a direction in the room currently having the highest signal-to-noise ratio, and the negative fixed beam signal representing a beam pointing in the opposite direction.
28. The method of any of claims 21-27, wherein applying the weak directional microphone function comprises:
delaying the filtered or unfiltered second microphone signal with a plurality of delays for a plurality of channels;
performing a first summation downstream of the multichannel delay, the first summation configured to sum the delayed filtered or unfiltered plurality of second microphone signals to provide a sum signal; and
performing a first single channel acoustic echo cancellation with an acoustic echo canceller based on the sum signal to provide the weak directional signal.
29. The method of claim 28, wherein the plurality of delays comprises a fractional delay.
30. The method of claim 28 or 29, further comprising a latency calculation, wherein:
the beam steering is further configured to provide a delayed steering signal;
the multi-channel delay is further configured to provide a plurality of controllable delays; and is
The delay calculation is configured to control the plurality of controllable delays based on the delay steered signals from the beam steering.
31. The method of any of claims 21-30, wherein applying the weak directional microphone function comprises:
performing multi-channel all-pass filtering on the filtered or unfiltered second microphone signal with a plurality of all-pass filters;
second summing, downstream of said multichannel delay, operable to sum said delayed filtered or unfiltered plurality of second microphone signals to provide a sum signal; and
performing a second single channel acoustic echo cancellation with an acoustic echo canceller based on the sum signal to provide the weak directional signal.
32. The method of any of claims 24-27, wherein applying the weak directional microphone function comprises:
performing a second multi-channel all-pass filtering with a plurality of all-pass filters downstream of the multi-channel acoustic echo cancellation; and
second summing the delayed filtered or unfiltered plurality of second microphone signals downstream of the multichannel delay to provide a sum signal.
33. The method of claim 31 or 32, wherein at least one of the first and second multi-channel all-pass filtering comprises all-pass filtering with randomly distributed cutoff frequencies arranged around a notch of the resulting amplitude-frequency response.
34. The method of any of claims 28-32, wherein applying the weak directional microphone function further comprises at least one of:
performing a second noise reduction downstream of the first or second summation to remove noise from the sum signal provided by the first or second summation;
performing a second automatic gain control downstream of said summing to provide a second automatic gain control output signal having a controlled signal amplitude; and
a second limiting is performed downstream of the summing to provide a second limited output signal having a signal amplitude below a predetermined value.
35. The method of any of claims 23-34, wherein speech processing comprises speech recognition processing downstream of the application of at least one of the far-field microphone function and the weak directional microphone function.
36. The method of any of claims 23-35, wherein speech processing comprises a keyword search process or a hands-free process downstream of the application of at least one of the weak directional microphone function and far-field microphone function.
37. The method of claim 24 or 25, wherein applying a directional microphone function further comprises:
a second summation is operably performed downstream of the multi-channel fixed beamforming and configured to sum the output signals of the multi-channel fixed beamforming to provide a sum signal; and at least one of: performing a second noise reduction downstream of the first or second summation to remove noise from the sum signal provided by the first or second summation;
performing a second automatic gain control downstream of said summing to provide a second automatic gain control output signal having a controlled signal amplitude; and
a second limiting is performed downstream of the summing to provide a second limited output signal having a signal amplitude below a predetermined value.
38. The method of claim 24 or 25, wherein applying the weak directional microphone function further comprises:
operatively performing a second summation downstream of said multi-channel fixed beamforming and configured to sum said output signals of said multi-channel fixed beamforming relating to more negative beams to provide a sum signal; and at least one of:
performing a second noise reduction downstream of the first or second summation to remove noise from the sum signal provided by the first or second summation;
performing a second automatic gain control downstream of said summing to provide a second automatic gain control output signal having a controlled signal amplitude; and
a second limiting is performed downstream of the summing to provide a second limited output signal having a signal amplitude below a predetermined value.
39. The method of claim 24 or 25, wherein applying the weak directional microphone function further comprises:
a second summation is operative downstream of the multi-channel fixed beamforming and configured to sum the output signals of the most negative beam and at least one adjacent beam on each side thereof to provide a sum signal; and at least one of:
performing a second noise reduction downstream of the first or second summation to remove noise from the sum signal provided by the first or second summation;
performing a second automatic gain control downstream of said summing to provide a second automatic gain control output signal having a controlled signal amplitude; and
a second limiting is performed downstream of the summing to provide a second limited output signal having a signal amplitude below a predetermined value.
40. The method of claim 24 or 25, wherein the weak directional microphone function is operatively applied downstream of the beam steering block, and further comprising at least one of:
performing a second noise reduction downstream of the first or second summation to remove noise from the sum signal provided by the first or second summation;
performing a second automatic gain control downstream of said summing to provide a second automatic gain control output signal having a controlled signal amplitude; and
a second limiting is performed downstream of the summing to provide a second limited output signal having a signal amplitude below a predetermined value.
41. A computer program comprising instructions which, when executed by a computer, cause the computer to carry out the method of any of claims 21 to 40.
Technical Field
The present disclosure relates to a system and method (often referred to as a "system") for capturing sound.
Background
Far-field microphone systems are commonly used, for example(Microsoft corporation),
(Amazon Co.) of,(apple Co., Ltd.),The front-end of the Speech Recognition Engine (SRE) (samsung corporation) and is also used in this regard to finding or detecting keywords such as "Alexa", "hello xiana (heycutana)" and the like. Common far-field microphones have sensitivity characteristics such as being steerable and highly directional, and may include a plurality of microphones (e.g., a microphone array) whose output signals are processed in a signal processing path that includes any type of beamforming structure to form the beamforming sensitivity characteristics of the microphone array. The beam-form sensitivity characteristic, referred to herein as a beam, increases the signal-to-noise ratio (SNR) and thus may allow for the pickup of spoken speech at greater distances from multiple microphones.Typically, the location of the person speaking (i.e., the speaker) and thus the direction in which the speech occurs is unknown. However, to obtain maximum signal-to-noise ratio, the beamforming sensitivity characteristics of the multiple microphones need to be steered to the speaker's location, which may be located at any horizontal angle (360 ° coverage) around the multiple microphones. In addition, the talker may change so that the beamforming structure must be able to work on any speech signal from any direction. Furthermore, the far-field microphone system may be placed in any environment, such as a living room near a television or radio in use, or a cafeteria where many people are talking and have very different vocal noise, widely dispersed sound sources. In such cases, the beamforming structure is likely to be distracted by, for example, the sound produced by the television in use, i.e., the beams may be steered towards the television when the speaker wants to activate the speech recognition engine by using the corresponding keyword. If the beamforming structure is too slow to track the speaker, it may result in unrecognized keywords, forcing the speaker to repeat the keywords (iterations), which may be annoying to the speaker.
Disclosure of Invention
An example sound capture system includes: a first signal processing path configured to apply a far-field microphone function based on a plurality of first microphone signals and provide a first output signal; and a second signal processing path configured to apply a weak directional microphone function based on one or more second microphone signals and provide a second output signal.
An example sound capture method includes: applying a far-field microphone function to a plurality of first microphone signals to provide a first output signal; and applying the weak directional microphone function to the one or more second microphone signals to provide a second output signal.
Other systems, methods, features and advantages will be, or will become, apparent to one with skill in the art upon examination of the following detailed description and accompanying drawings. It is intended that all such additional systems, methods, features and advantages be included within this description, be within the scope of the invention, and be protected by the accompanying claims.
Drawings
The systems and methods can be better understood with reference to the following drawings and description. The components in the figures are not necessarily to scale, emphasis instead being placed upon illustrating the principles of the invention. Moreover, in the figures, like reference numerals designate corresponding parts throughout the different views.
Fig. 1 is a schematic diagram illustrating an exemplary sound capture system having a first signal and a second signal processing path including a delay-and-add block.
Fig. 2 is a schematic diagram illustrating another exemplary sound capture system including an all-pass filter block in a second signal processing path and separate acoustic echo cancellers in the first and second signal processing paths.
Fig. 3 is a schematic diagram illustrating another exemplary sound capture system including an all-pass filter block in a second signal processing path and a common acoustic echo canceller block in the first and second signal processing paths.
Fig. 4 is a schematic diagram illustrating another exemplary sound capture system including a common fixed beamforming block for the first signal processing path and the second signal processing path.
Fig. 5 is a schematic diagram illustrating the system shown in fig. 4, wherein only the more negative beam related outputs of the common fixed beam forming block are processed in the second signal processing path.
Fig. 6 is a schematic diagram illustrating the system shown in fig. 4, wherein only the outputs of the common fixed beamforming block relating to the most negative beam and one adjacent beam on each side thereof are processed in the second signal processing path.
Fig. 7 is a schematic diagram illustrating another exemplary sound capture system including a common beam steering block in a first signal processing path and a second signal processing path.
Detailed Description
In the exemplary sound capture system described below, in addition to one (first) signal processing path having a far-field microphone function, a (second) signal processing path having an omnidirectional or other weakly directional microphone function is provided. For example, the second signal processing path may operate in conjunction with at least one additional omnidirectional microphone or one or more already existing microphones, such as microphones in an array of microphones (also referred to as a microphone array or simply an array) used in conjunction with the first signal processing path.
In one example, the output signals of all microphones of the microphone array that have been used in connection with the first signal processing path are summed in the second signal processing path. The resulting sum signal contains a noise reduction factor RN less noise than the output signal of a single microphone in the array, which is RN [ dB ] — 10 · log10 (number of microphones), and thus improves the white noise gain.
Simply summing the output signals of the (e.g., omni-directional) microphones in the array can result in a significant degradation of the amplitude-frequency response of the summed signal. For example, the degradation depends on the geometry of the array, i.e. the (mutual) distance between the microphones in the microphone array. To overcome this drawback, a delay-and-sum beamforming structure may be employed in which the output signals of the microphones are delayed before being summed, and the delays may be adjusted (controlled) so that the beam can be steered to a desired direction. The delay may comprise a fractional delay, i.e. delaying the sampled data by a fraction of the sample period.
Another way to overcome the backlog is to insert (instead of delaying) an all-pass filter between the microphone and the summing point, which all-pass filter has cut-off frequencies arranged around the notch of the resulting amplitude-frequency response and has randomly distributed cut-off frequencies, and optionally randomly distributed quality values, in order to obtain a dispersion-phase characteristic around the notch frequency, thus closing the notch in the amplitude-frequency response after summing in a manner almost independent of the angle of incidence. Thus, a virtual omnidirectional microphone with improved noise behavior may be obtained, whose output signal may then form an input to a subsequent portion of the second signal processing path, including for example acoustic echo cancellation, noise reduction, automatic gain control, limiting, etc.
Alternatively, the output signal of the automatic echo canceller in the first signal processing path may be used as the input signal of the all-pass filter in the second signal processing path. In another alternative, the microphone signals are all-pass filtered and then summed. The sum signal is then supplied to a single channel automatic echo canceller upstream of the rest of the first signal processing path.
Referring now to fig. 1, an exemplary sound capture system includes a plurality of microphones 101 (e.g., an array of microphones) and an optional multichannel high-pass (HP)
The optional multi-channel high-
The multi-channel acoustic
The output signal of the acoustic
The
The
The automatic
The (peak)
The sound capture system shown in fig. 1 also includes a second signal processing path that may be connected to a separate dedicated omnidirectional microphone (not shown) or a separate dedicated microphone array (not shown) having omnidirectional directivity characteristics. However, in the sound capturing system shown in fig. 1, the array of
The multi-channel delay block 110 delays the output signal from the high-pass filter block 102 with different delays that can be controlled by the
The single channel acoustic
Referring to fig. 2, the system shown in fig. 1 may be modified by omitting the delay calculation block 116 and replacing the multi-channel delay block 110 with a multi-channel all-
Referring to fig. 3, the system shown in fig. 2 may be modified by omitting the single channel acoustic
Referring to fig. 4, the system shown in fig. 3 may be modified by omitting the all-
As can be seen from the exemplary systems shown in fig. 4 to 7, there are a number of options for creating a second signal processing path (audio pipe), for example for keyword searching. The options include using one or a sum of several beam-related signals or beam signals from the fixed
Alternatively or additionally, a negative beam represented by the respective output signals of the
This problem can be significantly reduced by also considering the adjacent beams of the negative beam, e.g. summing the signal associated with the negative beam and its adjacent signals in clockwise and counter-clockwise directions. For example, if the fixed beamforming block delivers eight regularly distributed output beams, the next two adjacent beams are considered (i.e. 5 beams pointing more or less in the direction of the negative beam are summed). It may be the case here that if the speaker deviates from the line between the positive and negative beams by 90 °, excessive speech energy may leak into the positive beam, which may degrade the keyword search performance. Alternatively, summing all beams and using the sum signal as the signal for the second signal processing path may also be employed to obtain satisfactory results.
Even under adverse environmental conditions as described above, more than two keyword search processes may be run in parallel to increase the likelihood of picking up trending words. For example, four separate keyword search processes may be performed with one beam for each quadrant in eight fixed beamforming blocks to cover each of the quadrants. Once the keyword search finds a hotword, the direction of generation of the hotword (e.g., hemisphere, quadrant respectively) may be determined such that the positive beam points in this direction, and optionally remains pointing (freezing) in this direction until the current request to the speech recognition engine is completed.
For example, the performance of a keyword system (KWS) and/or a hands-free system (HFS) may be further enhanced by an additional (virtual) omnidirectional microphone arrangement, which may comprise one or more individual microphones (e.g. an array, in particular a pre-existing array), which have a flat amplitude-frequency response almost independent of the angle of incidence and have an optimal noise behavior. The systems and methods described above are simple but efficient, and thus may require only minimal additional memory and/or processing load to create a second audio pipe that may be used to avoid loss of detection of spoken keywords.
A block is understood to be a hardware system or an element thereof having at least one of the following: a processing unit executing software and a dedicated circuit arrangement for carrying out the respective desired signal transmitting or processing functions. Thus, part or all of the sound capture system may be implemented as software and firmware executed by a processor or programmable digital circuitry. It should be appreciated that any sound capture system disclosed herein may include any number of microprocessors, integrated circuits, memory devices (e.g., flash memory, Random Access Memory (RAM), Read Only Memory (ROM), Electrically Programmable Read Only Memory (EPROM), Electrically Erasable Programmable Read Only Memory (EEPROM), or other suitable variations thereof), and software that cooperate with one another to perform the operations disclosed herein. Additionally, any sound capture system as disclosed may utilize any one or more microprocessors to execute a computer program embodied in a non-transitory computer readable medium that is programmed to perform any number of functions as disclosed. Further, any of the controllers provided herein include a housing and various microprocessors, integrated circuits, and memory devices (e.g., flash memory, Random Access Memory (RAM), Read Only Memory (ROM), Electrically Programmable Read Only Memory (EPROM), and/or Electrically Erasable Programmable Read Only Memory (EEPROM).
The description of the embodiments has been presented for purposes of illustration and description. Appropriate modifications and variations of the embodiments may be performed in light of the above description or may be acquired from practice. For example, unless otherwise indicated, one or more of the described methods may be performed by suitable devices and/or combinations of devices. The described methods and associated actions may be performed in various orders, in addition to the orders described in this application, in parallel and/or concurrently. The described system is exemplary in nature and may include additional elements and/or omit elements.
As used in this application, an element or step recited in the singular and proceeded with the word "a" or "an" should be understood as not excluding plural said elements or steps, unless such exclusion is recited. Furthermore, references to "one embodiment" or "an example" of the present disclosure are not intended to be interpreted as excluding the existence of additional embodiments that also incorporate the recited features. The terms "first," "second," and "third," etc. are used merely as labels, and are not intended to impose numerical requirements or a particular order of placement on their objects.
While various embodiments of the invention have been described, it will be apparent to those of ordinary skill in the art that many more embodiments and implementations are possible within the scope of the invention. In particular, the skilled person will recognise the interchangeability of various features of different embodiments. Although these techniques and systems have been disclosed in the context of certain embodiments and examples, it should be understood that these techniques and systems may be extended beyond the specifically disclosed embodiments to other embodiments and/or uses and obvious modifications thereof.
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