Patent Publication Number: US-2023156411-A1

Title: Method to acquire preferred dynamic range function for speech enhancement

Description:
CROSS-REFERENCE TO RELATED APPLICATIONS 
     This application is a continuation of and claims priority to application Ser. No. 17/139,844, filed 31 Dec. 2020, which is a continuation of and claims priority to application Ser. No. 16/375,818, filed 4 Apr. 2019, which is a non provisional of and claims priority to U.S. Pat. App. No. 62/652,381, filed 4 Apr. 2018, the disclosure of all of which are incorporated herein by reference in their entirety. 
    
    
     FIELD OF THE INVENTION 
     The present invention relates in general to methods for modification of audio content and in particular, though not exclusively, for the personalization of audio content to improve speech intelligibility using a multi band compressor. 
     BACKGROUND OF THE INVENTION 
     Dynamic range compression is an audio processing technique that reduces the volume of loud sounds (compression) or amplifies quiet sounds (expansion). Such a compression and expansion process is undertaken by an algorithm called a compander, though is generally called a (dynamic range) compressor. 
     When compression is undertaken on a speech signal, the perceived speech intelligibility of the processed signal can be enhanced. Speech intelligibility can be measured in a number of ways, one such objective metric being taken as a percentage of correctly understood words. Alternatively, a subjective metric can be measured as a preference for one auditioned signal over another. 
     A compression curve can be used to describe the input-to-output mapping of a signal before and after the compressor system, for instance the time-averaged input signal level on the x axis and the time-averaged output signal level on the y axis. Such a compressor system can operate on a speech audio signal and the shape of the curve is known to affect speech intelligibility. Typically, the speech audio signal is from a microphone, or a signal from a playback of a recording of a speech audio signal from a storage medium, and typically the processed output signal is directed to a loudspeaker and auditioned by a human listener. 
     The optimum or preferred compressor curve shape for enhanced speech intelligibility is different depending on the level (i.e. sound pressure level, SPL) of the acoustic stimulus, the frequency range over which the compression function operates on the input signal. The optimum curve shape also differs for different individuals due to individual hearing sensitivity changes from damage within the auditory system, e.g., hair-cell damage in the inner ear. The optimum curve shape also depends on the acoustic environment in which the user is located, for instance depending on how echoic the environment is (a highly echoic environment is one such as a large hall or indoor sports arena where the reverberation time is large, as contrasted with an environment where the reverberation time is low, such as a small furnished room or an outdoor environment such as an open field or wood). 
     The dynamic range compression function (DRCF) is here defined as a collection of optimal compression curves determined for a specific individual to enhance speech intelligibility. The curves are determined for different frequency regions and different acoustic environments. 
     An DRCF can be used with a hearing enhancement system worn by a user to increase the speech intelligibility of the user in the presence of human speech, where the source of the human speech may be from an actual human in the local environment or from a reproduction of a human voice from a loudspeaker, such as a TV or public address system. A hearing enhancement system can be generally classified as a hearing aid, for instance a hearing aid prescribed for hearing impairment and also for Personal Sound Amplification Products (PSAPs) that do general not require a medical prescription. 
     Current hearing enhancement fitting systems and methods to acquire a compression function are generally complex, relying on specialized instruments for operation by hearing professionals in clinical settings, or using dedicated hardware if the test is self-administered. For example, a compression acquisition system to acquire a compression curve or frequency dependent compression curve for speech intelligibility enhancement can comprise an audiometer for conducting a hearing evaluation, a software program for computing prescriptive formulae and corresponding fitting parameters, a hearing aid programming instrument to program the computed fitting parameters, a real ear measurement for in-situ evaluation of the hearing aid, a hearing aid analyzer, sound isolation chamber, and calibrated microphones. 
     Hearing aid consumers are generally asked to return to the dispensing office to make adjustments following real-life listening experiences with the hearing device. When simulated “real life” sounds are employed for hearing aid evaluation, calibration of the real-life input sounds at the microphone of the hearing aid is generally required, involving probe tube measurements, or a sound level meter (SLM). Regardless of the particular method used, conventional fitting generally requires clinical settings to employ specialized instruments for administration by trained hearing professionals. Throughout this application, the term “consumer” generally refers to a person being fitted with a hearing device, thus may be interchangeable with any of the terms “user,” “person,” “client,” “hearing impaired,” etc. Furthermore, the term “hearing device” is used herein to refer to all types of hearing enhancement devices, including hearing aids prescribed for hearing impairment and personal sound amplification products (PSAP) generally not requiring a prescription or a medical waiver. 
    
    
     
       BRIEF DESCRIPTION OF THE DRAWINGS 
       Exemplary embodiments of present invention will become more fully understood from the detailed description and the accompanying drawings, wherein: 
         FIG.  1    shows a diagram of an earpiece in accordance with an exemplary embodiment; 
         FIG.  2    shows a block diagram of an earpiece system in accordance with the described embodiments; 
         FIG.  3    shows a flow chart detailing an exemplary method for obtaining a DRCF; 
         FIG.  4    shows a typical dynamic range compression function curve; 
         FIG.  5    shows a detailed exemplary method to generate a DRCF; 
         FIG.  6    shows a flow chart detailing an exemplary method to determine if the ear seal is sufficient to conduct a DRCF test; 
         FIG.  7    shows a flow chart detailing a method of processing an audio signal; 
         FIG.  8    is a schematic diagram of a system for utilizing eartips according to an embodiment of the present disclosure; and 
         FIG.  9    is a schematic diagram of a machine in the form of a computer system which a set of instructions, when executed, may cause the machine to perform any one or more of the methodologies or operations of the systems and methods for utilizing an eartip according to embodiments of the present disclosure. 
     
    
    
     DETAILED DESCRIPTION OF EXEMPLARY EMBODIMENTS 
     The following description of exemplary embodiment(s) is merely illustrative in nature and is in no way intended to limit the invention, its application, or uses. 
     In at least one exemplary embodiment, the input audio signals are from a microphone mounted in an earphone device, that detects sounds in the ambient sound around the earphone wearer (the user of the earphone), and the output signal is directed to an earphone in the earphone device and heard by the earphone user. 
     At least one exemplary embodiment introduces a method using an earphone device with an ear canal microphone to measure the sound pressure level of the presented stimuli. The earphone contains a sound isolating component, so the ambient sound field is not required to be as low as with conventional DRCF tests. Thus, the current invention provides advantages over extant compression curve acquisition methods in that the DRCF tests can be undertaken in more typical every day sound environments using earphone devices that the user can then use for music reproduction, voice communication, and ambient sound listening with an enhanced and improved intelligibility. 
     Exemplary embodiments are directed to or can be operatively used on various wired or wireless audio devices (e.g., hearing aids, ear monitors, earbuds, headphones, ear terminal, behind the ear devices or other acoustic devices as known by one of ordinary skill, and equivalents). For example, the earpieces can be without transducers (for a noise attenuation application in a hearing protective earplug) or one or more transducers (e.g. ambient sound microphone (ASM), ear canal microphone (ECM), ear canal receiver (ECR)) for monitoring/providing sound. In all of the examples illustrated and discussed herein, any specific values should be interpreted to be illustrative only and non-limiting. Thus, other examples of the exemplary embodiments could have different values. 
     Processes, techniques, apparatus, and materials as known by one of ordinary skill in the art may not be discussed in detail but are intended to be part of the enabling description where appropriate. For example, specific materials may not be listed for achieving each of the targeted properties discussed, however one of ordinary skill would be able, without undo experimentation, to determine the materials needed given the enabling disclosure herein. 
     Notice that similar reference numerals and letters refer to similar items in the following figures, and thus once an item is defined in one figure, it may not be discussed or further defined in the following figures. Processes, techniques, apparatus, and materials as known by one of ordinary skill in the relevant art may not be discussed in detail but are intended to be part of the enabling description where appropriate. 
     A Dynamic Range Compression Function can be used to process an audio content signal, providing the user/system with an enhanced and improved listening experience optimized for their anthropometrical measurements, anatomy relevant to audition, playback hardware, and personal preferences. 
     The dynamic range compression function (DRCF) is defined as a single or a collection of compression curves determined for a specific individual to enhance speech intelligibility and general sound quality. The curves are determined for either a single or for multiple frequency bands and optionally for different acoustic environments. 
     Current hearing enhancement fitting systems and methods to acquire a DRCF are generally complex, relying on specialized instruments for operation by hearing professionals in clinical settings, or using dedicated hardware if the test is self-administered. For example, a DRCF measurement system can comprise an audiometer for conducting a hearing evaluation, a software program for computing prescriptive formulae and corresponding fitting parameters, a hearing aid programming instrument to program the computed fitting parameters, a real ear measurement for in-situ evaluation of the hearing aid, a hearing aid analyzer, sound isolation chamber, calibrated microphones. 
     Characterization and verification of a DRCF is generally conducted by presenting acoustic stimuli (i.e., reproducing an audio signal) with a loudspeaker of a hearing device, such as a loudspeaker or earphone. The hearing aid is often worn in the ear (in-situ) during the fitting process. The hearing aid may also need to be placed in a test chamber for characterization by a hearing aid analyzer. 
     The acoustic stimulus used for DRCF acquisition generally uses pure audio tones. One non-limiting example of the present invention presents band-passed music audio (presented stimuli), with the music selection being chosen by the user. This provides an advantage over extant tone-based methods in that the DRCF test will be subjectively more enjoyable for the user and more appealing, with the added benefit of supporting marketing slogans such as “test your ears using your own music.” 
     One exemplary embodiment of the current invention introduces a method using an earphone device with at least one ear canal microphone configured to measure the sound pressure level of the presented stimuli. The earphone includes a sound isolating component, so the ambient sound field is not required to be as low as with conventional DRCF tests. Thus, the current invention provides advantages over extant DRCF acquisition methods in that the DRCF tests can be undertaken in more typical every day sound environments using earphone devices that the user can then use for music reproduction, voice communication, and ambient sound listening with an enhanced and improved intelligibility. 
     Hearing aid consumers are generally asked to return to the dispensing office to make adjustments following real-life listening experiences with the hearing device. When simulated “real life” sounds are employed for hearing aid evaluation, calibration of the real-life input sounds at the microphone of the hearing aid is generally required, involving probe tube measurements, or a sound level meter (SLM). Regardless of the particular method used, conventional fitting generally requires clinical settings to employ specialized instruments for administration by trained hearing professionals. Throughout this application, the term “consumer” generally refers to a person being fitted with a hearing device, thus may be interchangeable with any of the terms “user,” “person,” “client,” “hearing impaired,” etc. Furthermore, the term “hearing device” is herein used to refer to all types of hearing enhancement devices, including hearing aids prescribed for hearing impairment and personal sound amplification products (PSAP) generally not requiring a prescription or a medical waiver or any sound isolation earphone with an ear canal microphone, ambient sound microphone and a speaker. 
     According to one aspect of the invention, a method is provided to determine a dynamic range compression function, to process audio reproduced by an earphone device. 
     A method is provided to acquire the DRCF using a portable computing device. In one embodiment, the portable computing device includes an audio processing component coupled with an audio output device and a user input interface, and operatively coupled to an earphone device via either a wired or wireless audio connection. The method (called an “DRCF test”) can be performed by carrying out the following operations: -receiving a selected audio content signal at the audio input device, for instant music audio selected from a user&#39;s media liberty or remote music streaming server; determining if the frequency content of the received audio signal is suitable for conducting a DRCF test; filtering the received audio signal using at least one of a group of filters, each with separate center frequencies, to split the input audio data into a number of frequency bands to generate at least one filtered signals; determining if ambient sound conditions are suitable for a DRCF test; determining the sensitivity of a presentation loudspeaker; presenting each of the filtered signals to a user with the earphone at a first sound pressure level and for each presentation: determining the minimum presentation level at which the user can hear the presented filtered signal; and generate a DRCF curve. 
     At least one further embodiment is directed to a method of calibrating the earphone for administering the DRCF test. The method uses an ear canal microphone signal from the earphone to measure the frequency dependent level in response to an emitted test signal. 
     At least one further embodiment is directed to a method to determine if ambient sound conditions are suitable for a DRCF test. The method uses a microphone proximal to the user&#39;s ear, such as an ambient sound microphone or ear canal microphone on the earphone that is used to administer the test. 
     At least one further embodiment is directed to a method to determine if the earphone is fitted correctly in the ear prior to conducting a DRCF test. The method uses an ear canal microphone to test the ear seal integrity produced by the earphone. 
     At least one exemplary embodiment of the invention is directed to an earpiece for speech intelligibility enhancement. Reference is made to  FIG.  1    in which an earpiece device, indicated as earpiece  100 , is constructed and operates in accordance with at least one exemplary embodiment of the invention. As illustrated, earpiece  100  depicts an electroacoustic assembly  113  for an in-the-ear acoustic assembly and wire  119  (if wired), where a portion of the assembly  113  is typically placed in the ear canal  131  of a user  135 . The earpiece  100  can be an in the ear earpiece, or other suitable earpiece type. The earpiece  100  can be partially or fully occluded in the ear canal  131 . 
     Earpiece  100  includes an Ambient Sound Microphone (ASM)  111  to capture ambient sound, an Ear Canal Receiver (loudspeaker)  125  to deliver audio to an ear canal  131 , and an Ear Canal Microphone  123  to detect sound pressure closer to the tympanic membrane  133  compare to that measured by the ASM, an ear seal mechanism  127  to create an occluded space in the ear canal  129 . 
     The earpiece  100  can partially or fully occlude the ear canal  131  to provide various degrees of acoustic isolation with an ear seal. The ear seal  127  is typically made from a foam, soft rubber or balloon material and serves to reduce the transmission of ambient sound into the occluded ear canal. 
     The microphones  123 ,  111 , and loudspeaker  123 , are operatively connected to a digital signal processing device  121 , a DSP. The DSP can contain a wireless transceiver to connect with a portable computing device, such as a mobile phone, and optionally connected to another earphone via wire  119 . 
       FIG.  2    is a block diagram of an electronic earphone device suitable for use with at least one of the described embodiments. The electronic device  200  illustrates circuitry of a representative computing device. The electronic device  200  includes a processor  202  that pertains to a Digital Signal Processor (DSP) device or microprocessor or controller for controlling the overall operation of the electronic device  200 . For example, processor  202  can be used to receive a wireless  224  or wired  217  audio input signal. The electronic device  200  can also include a cache  206 . The cache  206  is, for example, Random Access Memory (RAM) provided by semiconductor memory. The relative access time to the cache  206  is substantially shorter than for the system RAM  209 . 
     The electronic device  200  is powered by a battery  207 . The electronic device  200  can also include the RAM  209  and a Read-Only Memory (ROM)  211 . The ROM  211  can store programs, utilities or processes to be executed in a non-volatile manner. 
     The speaker  219  is an ear canal loudspeaker, also often referred to as a receiver. Microphone  220  can be used to detect audible sound in the ear canal (ear canal microphone). A second microphone  222  can be used to detect audible sound in the ambient environment (ambient sound microphone). 
     An optional interface  221  on the earphone device  200  can be used for user input, such as a capacitive touch sensor. 
     A wireless audio and data transceiver unit  224  connects with a computing device  228  (e.g., a local portable computing device). The wireless connection  226  can be any electromagnetic connection, for example via Bluetooth or Wi-Fi or magnetic induction, and transmits audio and control data. The local portable computing device  228  can be a mobile phone, tablet, television, gaming hardware unit or other similar hardware devices. 
     The local portable computing device  228  utilizes a user interface  230  and display  232 , such as a touch screen or buttons, and can be connected to the cloud  236  to receive and stream audio. Alternatively, audio can be replayed to the earphone device  200  from storage  234  on the computing device  228 . 
       FIG.  3    shows a flow chart for acquiring a Dynamic Range Compression Function (DRCF) for a user comprising the following exemplary steps (this process is called a “DRCF test”): 
     Step  1 ,  302 : Selecting an audio signal: The audio signal is typically speech audio stored on a portable computing device communicatively coupled with the earphone device via a wired or wireless audio means (e.g., Bluetooth). Alternatively, the audio signal is stored on a remote web-based server in “the cloud”  236  and is streamed to the portable computing device  228  via wireless means, e.g. via Wi-Fi or a wireless telephone data link. The user can manually select the audio file to be reproduced via a graphical user interface  230 ,  232  on the portable computing device  228 . 
     Step  2 ,  312 : Determining if the earphone used for determining the DRCF is correctly fitted by an analysis of the earphone ear seal (this method is described in  FIG.  5   ). If the ear seal is determined not to be a good fit  314 , then the user is informed  316  that the ear seal test is not optimal and prompted to adjust that earphone to attain a good seal, and the ear seal test is repeated. 
     Step  3 ,  318 : (An optional step): Determining if ambient sound conditions are suitable for a DRCF test. In one exemplary embodiment, this is accomplished by measuring the frequency dependent ambient sound pressure level using the earphone microphone or microphone operatively attached to the local portable computing device. The measured frequency dependent ambient sound pressure level curve is compared to a reference frequency dependent ambient sound pressure level curve, and if the measured curve is less than the reference curve for any frequency value, then the ambient sound conditions are determined to not be suitable. In such an unsuitable case, the user is informed  322  that they should re-locate to a quieter ambient environment. 
     Step  4 ,  324 : Conduct a DRCF test using the received audio content signal to determine a DRCF. This method is described in  FIG.  5   . 
     The DRCF curve can be updated by averaging multiple DRCF curves generated using prior DRCF tests, and where the prior DRCF tests may be undertaken using different presentation audio stimuli. 
     In one exemplary embodiment, a DRCF curve is determined separately for speech audio signals and for music audio signals. 
       FIG.  4    shows a typical Dynamic Range Compression function curve, as would be familiar to those skilled in the art. The graph shows how an input signal level is modified by an audio signal dynamic range compressor. The audio input signal level is shown on the x axis, in dB, and the output signal level on the y axis, for instance in dB relative to full-scale level in the digital system. The output signal is substantially attenuated when the input signal level is below the noise gate level  430 , and is substantially attenuated when the signal level is greater than the threshold level  440 . When the input signal level is between the noise gate level  430  and the threshold level  440 , the signal level is boosted, or expanded (a boost or expansion is used equivalently, and means to apply a signal gain equal to or greater than unity). The expansion gain is applied to the input signal when the level is between the noise gate level  430  and the threshold level  440 . The expansion gain level is determined by the slope of the DRCF curve  470 . 
     The ratio of the output level to input level for input signals with a level above the threshold  440  is defined as the compression ratio  470 , which can be defined as the slope of the input-output curve for input signals with a level greater than the threshold value  440 . 
       FIG.  5    shows a detailed exemplary method to generate a DRCF curve to optimize speech intelligibility, and comprises the steps of: 
     1.  502  Receiving a selected audio signal to the earphone DSP. The audio signal is reproduced from a digital storage file, and may be a speech or music audio signal. 
     2.  504  Applying a gain to the received audio signal to generate a modified input audio signal. 
     3.  506  Generating a first dynamic range compression parameter set A, where the parameters comprise a compression ratio value, an expansion ratio value, threshold value, and gate value  508 . 
     4.  510  Generating a second dynamic range compression parameter set B, where the parameters also comprise a compression ratio value, an expansion ratio value, threshold value, and gate value  512 . 
     5. The modified input signal is processed with a first dynamic range compressor using the DRC parameter set A  514  to produce an output signal A. 
     6. The modified input signal is processed with a first dynamic range compressor using the DRC parameter set B  516  to produce an output signal B. 
     7. A preference test is conducted  518  by the user with a user selection interface  520 . The preference test can be in the form of a standard paired comparison AB test, where two audio signals are presented A and B, A and O, or B and O, and the user determines which signal they prefer. In one exemplary embodiment, the user is asked to determine which signal, A or B, sounds the clearest in terms of speech intelligibility. Using this methodology, an optimum DRCF can be determined that optimizes speech intelligibility. 
     To generate the different DRC parameters, the noise gate, threshold and compression and expansion ratio values are changed independently to determine optimal values that are subjectively chosen by a listener to give enhanced speech intelligibility. In one exemplary embodiment, the three values are modified independently, for instance, the noise gate value is chosen to be either −40; −60; and −70 dB; and the threshold value is chosen to be either −10; −15 or −20 dB; and the compression ratio is chosen to be 1; 0.5 or 0.25 and the expansion ratio is chosen to be 1; 2 or 3. With a full factorial preference test, this gives 3*3*3*3=81 unique parameter configurations to determine the preferred DRCF for a given audio input signal at a given gain. The test can then be repeated using a different input audio signal. 
     Using the methodology of  FIG.  5   , the initial DRC parameter set A uses an arbitrary (i.e., randomly chosen) set of initial parameters, e.g., with a noise gate at −60 dB, a threshold value at −10 dB, a compression ratio of 0.5 and an expansion ration of 2.0. 
     The optimal DRCF will be determined by user selection, or by tracking the number of times the user replaces DRCF(n) and DRCF(n+1), or by tracking the latency of responding to which DRCF (that is, DRCF(n) vs. DRCF(n+1)) is preferred. 
     The method presented in  FIG.  5    can be modified to determine a frequency dependent DRCF by first band pass filtering the input audio signal and applying different DRCFs to each frequency band, but in the preferred embodiment a single broad band DRCF is used, i.e., in the preferred embodiment, there is a single DRCF curve that is used to process the input audio signal. 
       FIG.  6    shows a flow chart detailing an exemplary method to determine if the ear seal of an earphone is sufficient to conduct a DRCF test. 
     In the preferred embodiment, the method to determine if the earphone used for administering the DRCF test is correctly fitted comprises the steps of: 
     Step  1 :  602 . Emitting a test signal with earphone loudspeaker  606 , located within a left or right, or both left and right ear(s) of a user. In one exemplary embodiment, the emitted test signal is a 5 second chirp signal (i.e. exponential swept sine wave signal) between 30 Hz and 60 Hz. The signal can be generated using earphone processor  202 . 
     Step  2 :  608 . Correlating an ear canal microphone signal in the left, right or both left and right ear(s) of the user with the emitted test signal to give a measured average cross-correlation magnitude. 
     Step  3 :  614 . Comparing the measured average cross-correlation magnitude with a threshold correlation value  612  to determine ear seal integrity (for example, if the maximum value of the correlation is greater than 0.7, we determine the signals are correlated). In one exemplary embodiment, the comparison is a ratio of the measured average cross-correlation magnitude divided by a reference scaler value, where the reference scaler value is the measured average cross-correlation magnitude for a known good ear seal. In such an exemplary embodiment, if the ratio value is greater than unity, then the seal integrity is determined to be “good”, i.e., “pass”, and “bad” i.e. “fail” otherwise. 
     If the determined seal integrity is a “fail”, the user is informed  616  that the ear seal is not good and to re-seat the earphone sealing unit in the ear canal, and repeat the ear seal test. The user can be informed by a visual display message on the operatively connected mobile computing device. 
       FIG.  7    shows a method of the present invention for processing a received speech or music audio signal with a respective speech or music DRCF curve—i.e. a speech DRCF curve is obtained when the test signal to determine the preferred DRCF curve is speech (i.e. the audio signal  502  in  FIG.  5   ). The steps of the method are as follows: 
     Receive an audio signal  702 . The audio signal may be streamed from a remote music server  236  or stored on local data storage  234 . 
     Determining if the received audio signal  702  is a speech or music audio signal. Meta-data associated with the audio signal  702  typically can be used to determine if the signal is speech or music audio. 
       708 : If the received audio signal  702  is speech, the signal  702  is processed  710  with a DRC curve obtained using speech test signals. 
       706 : If the received audio signal  702  is music, the received signal  702  is processed  710  with a DRC curve obtained using music test signals. 
     The received audio signal  702  is processed with the DRC function in a way familiar to those skilled in the art: 
     First, a level estimate of the input signal is determined. The level estimate can be taken as a short-term running average of the input signal. The level estimate can be taken from a frequency filtered signal, e.g., using a band pass filter that attenuates upper and lower frequencies, e.g., according to the well-known A-weighting function. The running average is typically taken over a window length of approximately 200 ms. 
     Second, a gain is applied to the input signal based. The gain is dependent on the estimated input signal level and maps to an output signal according to the particular input-output DRCF curve, as shown in  FIG.  4   . The rate of gain change can be time smoothed, and the rate of increase in gain can be different from the rate of gain decrease. 
     As shown in  FIG.  8   , a system  2400  and methods for utilizing eartips and/or earphone devices are disclosed. 
     The system  2400  may be configured to support, but is not limited to supporting, data and content services, audio processing applications and services, audio output and/or input applications and services, applications and services for transmitting and receiving audio content, authentication applications and services, computing applications and services, cloud computing services, internet services, satellite services, telephone services, software as a service (SaaS) applications, platform-as-a-service (PaaS) applications, gaming applications and services, social media applications and services, productivity applications and services, voice-over-internet protocol (VoIP) applications and services, speech-to-text translation applications and services, interactive voice applications and services, mobile applications and services, and any other computing applications and services. The system may include a first user  2401 , who may utilize a first user device  2402  to access data, content, and applications, or to perform a variety of other tasks and functions. As an example, the first user  2401  may utilize first user device  2402  to access an application (e.g. a browser or a mobile application) executing on the first user device  2402  that may be utilized to access web pages, data, and content associated with the system  2400 . In certain embodiments, the first user  2401  may be any type of user that may potentially desire to listen to audio content, such as from, but not limited to, a music playlist accessible via the first user device  2402 , a telephone call that the first user  2401  is participating in, audio content occurring in an environment in proximity to the first user  2401 , any other type of audio content, or a combination thereof. For example, the first user  2401  may be an individual that may be participating in a telephone call with another user, such as second user  2420 . 
     The first user device  2402  utilized by the first user  2401  may include a memory  2403  that includes instructions, and a processor  2404  that executes the instructions from the memory  2403  to perform the various operations that are performed by the first user device  2402 . In certain embodiments, the processor  2404  may be hardware, software, or a combination thereof. The first user device  2402  may also include an interface  2405  (e.g., screen, monitor, graphical user interface, etc.) that may enable the first user  2401  to interact with various applications executing on the first user device  2402 , to interact with various applications executing within the system  2400 , and to interact with the system  2400  itself. In certain embodiments, the first user device  2402  may include any number of transducers, such as, but not limited to, microphones, speakers, any type of audio-based transducer, any type of transducer, or a combination thereof. In certain embodiments, the first user device  2402  may be a computer, a laptop, a tablet device, a phablet, a server, a mobile device, a smartphone, a smart watch, and/or any other type of computing device. Illustratively, the first user device  2402  is shown as a mobile device in  FIG.  24   . The first user device  2402  may also include a global positioning system (GPS), which may include a GPS receiver and any other necessary components for enabling GPS functionality, accelerometers, gyroscopes, sensors, and any other componentry suitable for a mobile device. 
     In addition to using first user device  2402 , the first user  2401  may also utilize and/or have access to a second user device  2406  and a third user device  2410 . As with first user device  2402 , the first user  2401  may utilize the second and third user devices  2406 ,  2410  to transmit signals to access various online services and content. The second user device  2406  may include a memory  2407  that includes instructions, and a processor  2408  that executes the instructions from the memory  2407  to perform the various operations that are performed by the second user device  2406 . In certain embodiments, the processor  2408  may be hardware, software, or a combination thereof. The second user device  2406  may also include an interface  2409  that may enable the first user  2401  to interact with various applications executing on the second user device  2406  and to interact with the system  2400 . In certain embodiments, the second user device  2406  may include any number of transducers, such as, but not limited to, microphones, speakers, any type of audio-based transducer, any type of transducer, or a combination thereof. In certain embodiments, the second user device  2406  may be and/or may include a computer, any type of sensor, a laptop, a set-top-box, a tablet device, a phablet, a server, a mobile device, a smartphone, a smart watch, and/or any other type of computing device. Illustratively, the second user device  2402  is shown as a smart watch device in  FIG.  24   . 
     The third user device  2410  may include a memory  2411  that includes instructions, and a processor  2412  that executes the instructions from the memory  2411  to perform the various operations that are performed by the third user device  2410 . In certain embodiments, the processor  2412  may be hardware, software, or a combination thereof. The third user device  2410  may also include an interface  2413  that may enable the first user  2401  to interact with various applications executing on the second user device  2406  and to interact with the system  2400 . In certain embodiments, the third user device  2410  may include any number of transducers, such as, but not limited to, microphones, speakers, any type of audio-based transducer, any type of transducer, or a combination thereof. In certain embodiments, the third user device  2410  may be and/or may include a computer, any type of sensor, a laptop, a set-top-box, a tablet device, a phablet, a server, a mobile device, a smartphone, a smart watch, and/or any other type of computing device. Illustratively, the third user device  2410  is shown as a smart watch device in  FIG.  24   . 
     The first, second, and/or third user devices  2402 ,  2406 ,  2410  may belong to and/or form a communications network  2416 . In certain embodiments, the communications network  2416  may be a local, mesh, or other network that facilitates communications among the first, second, and/or third user devices  2402 ,  2406 ,  2410  and/or any other devices, programs, and/or networks of system  2400  or outside system  2400 . In certain embodiments, the communications network  2416  may be formed between the first, second, and third user devices  2402 ,  2406 ,  2410  through the use of any type of wireless or other protocol and/or technology. For example, the first, second, and third user devices  2402 ,  2406 ,  2410  may communicate with one another in the communications network  2416 , such as by utilizing Bluetooth Low Energy (BLE), classic Bluetooth, ZigBee, cellular, NFC, Wi-Fi, Z-Wave, ANT+, IEEE 802.15.4, IEEE 802.22, ISA100a, infrared, ISM band, RFID, UWB, Wireless HD, Wireless USB, any other protocol and/or wireless technology, satellite, fiber, or any combination thereof. Notably, the communications network  2416  may be configured to communicatively link with and/or communicate with any other network of the system  2400  and/or outside the system  2400 . 
     The system  2400  may also include an earphone device  2415 , which the first user  2401  may utilize to hear and/or audition audio content, transmit audio content, receive audio content, experience any type of content, process audio content, adjust audio content, store audio content, perform any type of operation with respect to audio content, or a combination thereof. The earphone device  2415  may be an earpiece, a hearing aid, an ear monitor, an ear terminal, a behind-the-ear device, any type of acoustic device, or a combination thereof. The earphone device  2415  may include any type of component utilized for any type of earpiece. In certain embodiments, the earphone device  2415  may include any number of ambient sound microphones that may be configured to capture and/or measure ambient sounds and/or audio content occurring in an environment that the earphone device  2415  is present in and/or is proximate to. In certain embodiments, the ambient sound microphones may be placed at a location or locations on the earphone device  2415  that are conducive to capturing and measuring ambient sounds occurring in the environment. For example, the ambient sound microphones may be positioned in proximity to a distal end (e.g. the end of the earphone device  2415  that is not inserted into the first user&#39;s  2401  ear) of the earphone device  2415  such that the ambient sound microphones are in an optimal position to capture ambient or other sounds occurring in the environment. In certain embodiments, the earphone device  2415  may include any number of ear canal microphones, which may be configured to capture and/or measure sounds occurring in an ear canal of the first user  2401  or other user wearing the earphone device  2415 . In certain embodiments, the ear canal microphones may be positioned in proximity to a proximal end (e.g. the end of the earphone device  2415  that is inserted into the first user&#39;s  2401  ear) of the earphone device  2415  such that sounds occurring in the ear canal of the first user  2401  may be captured more readily. 
     The earphone device  2415  may also include any number of transceivers, which may be configured transmit signals to and/or receive signals from any of the devices in the system  2400 . In certain embodiments, a transceiver of the earphone device  2415  may facilitate wireless connections and/or transmissions between the earphone device  2415  and any device in the system  2400 , such as, but not limited to, the first user device  2402 , the second user device  2406 , the third user device  2410 , the fourth user device  2421 , the fifth user device  2425 , the earphone device  2430 , the servers  2440 ,  2445 ,  2450 ,  2460 , and the database  2455 . The earphone device  2415  may also include any number of memories for storing content and/or instructions, processors that execute the instructions from the memories to perform the operations for the earphone device  2415 , and/or any type integrated circuit for facilitating the operation of the earphone device  2415 . In certain embodiments, the processors may comprise, hardware, software, or a combination of hardware and software. The earphone device  2415  may also include one or more ear canal receivers, which may be speakers for outputting sound into the ear canal of the first user  2401 . The ear canal receivers may output sounds obtained via the ear canal microphones, ambient sound microphones, any of the devices in the system  2400 , from a storage device of the earphone device  2415 , or any combination thereof. 
     The ear canal receivers, ear canal microphones, transceivers, memories, processors, integrated circuits, and/or ear canal receivers may be affixed to an electronics package that includes a flexible electronics board. The earphone device  2415  may include an electronics packaging housing that may house the ambient sound microphones, ear canal microphones, ear canal receivers (i.e. speakers), electronics supporting the functionality of the microphones and/or receivers, transceivers for receiving and/or transmitting signals, power sources (e.g. batteries and the like), any circuitry facilitating the operation of the earphone device  2415 , or any combination thereof. The electronics package including the flexible electronics board may be housed within the electronics packaging housing to form an electronics packaging unit. The earphone device  2415  may further include an earphone housing, which may include receptacles, openings, and/or keyed recesses for connecting the earphone housing to the electronics packaging housing and/or the electronics package. For example, nozzles of the electronics packaging housing may be inserted into one or more keyed recesses of the earphone housing so as to connect and secure the earphone housing to the electronics packaging housing. When the earphone housing is connected to the electronics packaging housing, the combination of the earphone housing and the electronics packaging housing may form the earphone device  2415 . The earphone device  2415  may further include a cap for securing the electronics packaging housing, the earphone housing, and the electronics package together to form the earphone device  2415 . 
     In certain embodiments, the earphone device  2415  may be configured to have any number of changeable tips, which may be utilized to facilitate the insertion of the earphone device  2415  into an ear aperture of an ear of the first user  2401 , secure the earphone device  2415  within the ear canal of an ear of the first user  2401 , and/or to isolate sound within the ear canal of the first user  2401 . The tips may be foam tips, which may be affixed onto an end of the earphone housing of the earphone device  2415 , such as onto a stent and/or attachment mechanism of the earphone housing. In certain embodiments, the tips may be any type of eartip as disclosed and described in the present disclosure. 
     In addition to the first user  2401 , the system  2400  may include a second user  2420 , who may utilize a fourth user device  2421  to access data, content, and applications, or to perform a variety of other tasks and functions. Much like the first user  2401 , the second user  2420  may be may be any type of user that may potentially desire to listen to audio content, such as from, but not limited to, a storage device of the fourth user device  2421 , a telephone call that the second user  2420  is participating in, audio content occurring in an environment in proximity to the second user  2420 , any other type of audio content, or a combination thereof. For example, the second user  2420  may be an individual that may be listening to songs stored in a playlist that resides on the fourth user device  2421 . Also, much like the first user  2401 , the second user  2420  may utilize fourth user device  2421  to access an application (e.g. a browser or a mobile application) executing on the fourth user device  2421  that may be utilized to access web pages, data, and content associated with the system  2400 . The fourth user device  2421  may include a memory  2422  that includes instructions, and a processor  2423  that executes the instructions from the memory  2422  to perform the various operations that are performed by the fourth user device  2421 . In certain embodiments, the processor  2423  may be hardware, software, or a combination thereof. The fourth user device  2421  may also include an interface  2424  (e.g., a screen, a monitor, a graphical user interface, etc.) that may enable the second user  2420  to interact with various applications executing on the fourth user device  2421 , to interact with various applications executing in the system  2400 , and to interact with the system  2400 . In certain embodiments, the fourth user device  2421  may include any number of transducers, such as, but not limited to, microphones, speakers, any type of audio-based transducer, any type of transducer, or a combination thereof. In certain embodiments, the fourth user device  2421  may be a computer, a laptop, a tablet device, a phablet, a server, a mobile device, a smartphone, a smart watch, and/or any other type of computing device. Illustratively, the fourth user device  2421  may be a computing device in  FIG.  24   . The fourth user device  2421  may also include any of the componentry described for first user device  2402 , the second user device  2406 , and/or the third user device  2410 . In certain embodiments, the fourth user device  2421  may also include a global positioning system (GPS), which may include a GPS receiver and any other necessary components for enabling GPS functionality, accelerometers, gyroscopes, sensors, and any other componentry suitable for a computing device. 
     In addition to using fourth user device  2421 , the second user  2420  may also utilize and/or have access to a fifth user device  2425 . As with fourth user device  2421 , the second user  2420  may utilize the fourth and fifth user devices  2421 ,  2425  to transmit signals to access various online services and content. The fifth user device  2425  may include a memory  2426  that includes instructions, and a processor  2427  that executes the instructions from the memory  2426  to perform the various operations that are performed by the fifth user device  2425 . In certain embodiments, the processor  2427  may be hardware, software, or a combination thereof. The fifth user device  2425  may also include an interface  2428  that may enable the second user  2420  to interact with various applications executing on the fifth user device  2425  and to interact with the system  2400 . In certain embodiments, the fifth user device  2425  may include any number of transducers, such as, but not limited to, microphones, speakers, any type of audio-based transducer, any type of transducer, or a combination thereof. In certain embodiments, the fifth user device  2425  may be and/or may include a computer, any type of sensor, a laptop, a set-top-box, a tablet device, a phablet, a server, a mobile device, a smartphone, a smart watch, and/or any other type of computing device. Illustratively, the fifth user device  2425  is shown as a tablet device in  FIG.  24   . 
     The fourth and fifth user devices  2421 ,  2425  may belong to and/or form a communications network  2431 . In certain embodiments, the communications network  2431  may be a local, mesh, or other network that facilitates communications between the fourth and fifth user devices  2421 ,  2425 , and/or any other devices, programs, and/or networks of system  2400  or outside system  2400 . In certain embodiments, the communications network  2431  may be formed between the fourth and fifth user devices  2421 ,  2425  through the use of any type of wireless or other protocol and/or technology. For example, the fourth and fifth user devices  2421 ,  2425  may communicate with one another in the communications network  2416 , such as by utilizing BLE, classic Bluetooth, ZigBee, cellular, NFC, Wi-Fi, Z-Wave, ANT+, IEEE 802.15.4, IEEE 802.22, ISA100a, infrared, ISM band, RFID, UWB, Wireless HD, Wireless USB, any other protocol and/or wireless technology, satellite, fiber, or any combination thereof. Notably, the communications network  2431  may be configured to communicatively link with and/or communicate with any other network of the system  2400  and/or outside the system  2400 . 
     Much like first user  2401 , the second user  2420  may have his or her own earphone device  2430 . The earphone device  2430  may be utilized by the second user  2420  to hear and/or audition audio content, transmit audio content, receive audio content, experience any type of content, process audio content, adjust audio content, store audio content, perform any type of operation with respect to audio content, or a combination thereof. The earphone device  2430  may be an earpiece, a hearing aid, an ear monitor, an ear terminal, a behind-the-ear device, any type of acoustic device, or a combination thereof. The earphone device  2430  may include any type of component utilized for any type of earpiece, and may include any of the features, functionality and/or components described and/or usable with earphone device  2415 . For example, earphone device  2430  may include any number of transceivers, ear canal microphones, ambient sound microphones, processors, memories, housings, eartips, foam tips, flanges, any other component, or any combination thereof. 
     In certain embodiments, the first, second, third, fourth, and/or fifth user devices  2402 ,  2406 ,  2410 ,  2421 ,  2425  and/or earphone devices  2415 ,  2430  may have any number of software applications and/or application services stored and/or accessible thereon. For example, the first and second user devices  2402 ,  2411  may include applications for processing audio content, applications for playing, editing, transmitting, and/or receiving audio content, streaming media applications, speech-to-text translation applications, cloud-based applications, search engine applications, natural language processing applications, database applications, algorithmic applications, phone-based applications, product-ordering applications, business applications, e-commerce applications, media streaming applications, content-based applications, database applications, gaming applications, internet-based applications, browser applications, mobile applications, service-based applications, productivity applications, video applications, music applications, social media applications, presentation applications, any other type of applications, any types of application services, or a combination thereof. In certain embodiments, the software applications and services may include one or more graphical user interfaces so as to enable the first and second users  2401 ,  2420  to readily interact with the software applications. The software applications and services may also be utilized by the first and second users  2401 ,  2420  to interact with any device in the system  2400 , any network in the system  2400  (e.g., communications networks  2416 ,  2431 ,  2435 ), or any combination thereof. For example, the software applications executing on the first, second, third, fourth, and/or fifth user devices  2402 ,  2406 ,  2410 ,  2421 ,  2425  and/or earphone devices  2415 ,  2430  may be applications for receiving data, applications for storing data, applications for auditioning, editing, storing and/or processing audio content, applications for receiving demographic and preference information, applications for transforming data, applications for executing mathematical algorithms, applications for generating and transmitting electronic messages, applications for generating and transmitting various types of content, any other type of applications, or a combination thereof. In certain embodiments, the first, second, third, fourth, and/or fifth user devices  2402 ,  2406 ,  2410 ,  2421 ,  2425  and/or earphone devices  2415 ,  2430  may include associated telephone numbers, internet protocol addresses, device identities, or any other identifiers to uniquely identify the first, second, third, fourth, and/or fifth user devices  2402 ,  2406 ,  2410 ,  2421 ,  2425  and/or earphone devices  2415 ,  2430  and/or the first and second users  2401 ,  2420 . In certain embodiments, location information corresponding to the first, second, third, fourth, and/or fifth user devices  2402 ,  2406 ,  2410 ,  2421 ,  2425  and/or earphone devices  2415 ,  2430  may be obtained based on the internet protocol addresses, by receiving a signal from the first, second, third, fourth, and/or fifth user devices  2402 ,  2406 ,  2410 ,  2421 ,  2425  and/or earphone devices  2415 ,  2430  or based on profile information corresponding to the first, second, third, fourth, and/or fifth user devices  2402 ,  2406 ,  2410 ,  2421 ,  2425  and/or earphone devices  2415 ,  2430 . 
     The system  2400  may also include a communications network  2435 . The communications network  2435  may be under the control of a service provider, the first and/or second users  2401 ,  2420 , any other designated user, or a combination thereof. The communications network  2435  of the system  2400  may be configured to link each of the devices in the system  2400  to one another. For example, the communications network  2435  may be utilized by the first user device  2402  to connect with other devices within or outside communications network  2435 . Additionally, the communications network  2435  may be configured to transmit, generate, and receive any information and data traversing the system  2400 . In certain embodiments, the communications network  2435  may include any number of servers, databases, or other componentry. The communications network  2435  may also include and be connected to a mesh network, a local network, a cloud-computing network, an IMS network, a VoIP network, a security network, a VoLTE network, a wireless network, an Ethernet network, a satellite network, a broadband network, a cellular network, a private network, a cable network, the Internet, an internet protocol network, MPLS network, a content distribution network, any network, or any combination thereof. Illustratively, servers  2440 ,  2445 , and  2450  are shown as being included within communications network  2435 . In certain embodiments, the communications network  2435  may be part of a single autonomous system that is located in a particular geographic region, or be part of multiple autonomous systems that span several geographic regions. 
     Notably, the functionality of the system  2400  may be supported and executed by using any combination of the servers  2440 ,  2445 ,  2450 , and  2460 . The servers  2440 ,  2445 , and  2450  may reside in communications network  2435 , however, in certain embodiments, the servers  2440 ,  2445 ,  2450  may reside outside communications network  2435 . The servers  2440 ,  2445 , and  2450  may provide and serve as a server service that performs the various operations and functions provided by the system  2400 . In certain embodiments, the server  2440  may include a memory  2441  that includes instructions, and a processor  2442  that executes the instructions from the memory  2441  to perform various operations that are performed by the server  2440 . The processor  2442  may be hardware, software, or a combination thereof. Similarly, the server  2445  may include a memory  2446  that includes instructions, and a processor  2447  that executes the instructions from the memory  2446  to perform the various operations that are performed by the server  2445 . Furthermore, the server  2450  may include a memory  2451  that includes instructions, and a processor  2452  that executes the instructions from the memory  2451  to perform the various operations that are performed by the server  2450 . In certain embodiments, the servers  2440 ,  2445 ,  2450 , and  2460  may be network servers, routers, gateways, switches, media distribution hubs, signal transfer points, service control points, service switching points, firewalls, routers, edge devices, nodes, computers, mobile devices, or any other suitable computing device, or any combination thereof. In certain embodiments, the servers  2440 ,  2445 ,  2450  may be communicatively linked to the communications network  2435 , the communications network  2416 , the communications network  2431 , any network, any device in the system  2400 , any program in the system  2400 , or any combination thereof. 
     The database  2455  of the system  2400  may be utilized to store and relay information that traverses the system  2400 , cache content that traverses the system  2400 , store data about each of the devices in the system  2400  and perform any other typical functions of a database. In certain embodiments, the database  2455  may be connected to or reside within the communications network  2435 , the communications network  2416 , the communications network  2431 , any other network, or a combination thereof. In certain embodiments, the database  2455  may serve as a central repository for any information associated with any of the devices and information associated with the system  2400 . Furthermore, the database  2455  may include a processor and memory or be connected to a processor and memory to perform the various operation associated with the database  2455 . In certain embodiments, the database  2455  may be connected to the earphone devices  2415 ,  2430 , the servers  2440 ,  2445 ,  2450 ,  2460 , the first user device  2402 , the second user device  2406 , the third user device  2410 , the fourth user device  2421 , the fifth user device  2425 , any devices in the system  2400 , any other device, any network, or any combination thereof. 
     The database  2455  may also store information and metadata obtained from the system  2400 , store metadata and other information associated with the first and second users  2401 ,  2420 , store user profiles associated with the first and second users  2401 ,  2420 , store device profiles associated with any device in the system  2400 , store communications traversing the system  2400 , store user preferences, store information associated with any device or signal in the system  2400 , store information relating to patterns of usage relating to the first, second, third, fourth, and fifth user devices  2402 ,  2406 ,  2410 ,  2421 ,  2425 , store audio content associated with the first, second, third, fourth, and fifth user devices  2402 ,  2406 ,  2410 ,  2421 ,  2425  and/or earphone devices  2415 ,  2430 , store audio content and/or information associated with the audio content that is captured by the ambient sound microphones, store audio content and/or information associated with audio content that is captured by ear canal microphones, store any information obtained from any of the networks in the system  2400 , store audio content and/or information associated with audio content that is outputted by ear canal receivers of the system  2400 , store any information and/or signals transmitted and/or received by transceivers of the system  2400 , store any device and/or capability specifications relating to the earphone devices  2415 ,  2430 , store historical data associated with the first and second users  2401 ,  2415 , store information relating to the size (e.g. depth, height, width, curvatures, etc.) and/or shape of the first and/or second user&#39;s  2401 ,  2420  ear canals and/or ears, store information identifying and or describing any eartip utilized with the earphone devices  2401 ,  2415 , store device characteristics for any of the devices in the system  2400 , store information relating to any devices associated with the first and second users  2401 ,  2420 , store any information associated with the earphone devices  2415 ,  2430 , store log on sequences and/or authentication information for accessing any of the devices of the system  2400 , store information associated with the communications networks  2416 ,  2431 , store any information generated and/or processed by the system  2400 , store any of the information disclosed for any of the operations and functions disclosed for the system  2400  herewith, store any information traversing the system  2400 , or any combination thereof. Furthermore, the database  2455  may be configured to process queries sent to it by any device in the system  2400 . 
     The system  2400  may also include a software application, which may be configured to perform and support the operative functions of the system  2400 , such as the operative functions of the first, second, third, fourth, and fifth user devices  2402 ,  2406 ,  2410 ,  2421 ,  2425  and/or the earphone devices  2415 ,  2430 . In certain embodiments, the application may be a website, a mobile application, a software application, or a combination thereof, which may be made accessible to users utilizing one or more computing devices, such as the first, second, third, fourth, and fifth user devices  2402 ,  2406 ,  2410 ,  2421 ,  2425  and/or the earphone devices  2415 ,  2430 . The application of the system  2400  may be accessible via an internet connection established with a browser program or other application executing on the first, second, third, fourth, and fifth user devices  2402 ,  2406 ,  2410 ,  2421 ,  2425  and/or the earphone devices  2415 ,  2430 , a mobile application executing on the first, second, third, fourth, and fifth user devices  2402 ,  2406 ,  2410 ,  2421 ,  2425  and/or the earphone devices  2415 ,  2430 , or through other suitable means. Additionally, the application may allow users and computing devices to create accounts with the application and sign-in to the created accounts with authenticating username and password log-in combinations. The application may include a custom graphical user interface that the first user  2401  or second user  2420  may interact with by utilizing a browser executing on the first, second, third, fourth, and fifth user devices  2402 ,  2406 ,  2410 ,  2421 ,  2425  and/or the earphone devices  2415 ,  2430 . In certain embodiments, the software application may execute directly as an installed program on the first, second, third, fourth, and fifth user devices  2402 ,  2406 ,  2410 ,  2421 ,  2425  and/or the earphone devices  2415 ,  2430 . 
     Computing System for Facilitating the Operation and Functionality of the System 
     Referring now also to  FIG.  9   , at least a portion of the methodologies and techniques described with respect to the exemplary embodiments of the system  2400  can incorporate a machine, such as, but not limited to, computer system  2500 , or other computing device within which a set of instructions, when executed, may cause the machine to perform any one or more of the methodologies or functions discussed above. The machine may be configured to facilitate various operations conducted by the system  2400 . For example, the machine may be configured to, but is not limited to, assist the system  2400  by providing processing power to assist with processing loads experienced in the system  2400 , by providing storage capacity for storing instructions or data traversing the system  2400 , by providing functionality and/or programs for facilitating the operative functionality of the earphone devices  2415 ,  2430 , and/or the first, second, third, fourth, and fifth user devices  2402 ,  2406 ,  2410 ,  2421 ,  2425  and/or the earphone devices  2415 ,  2430 , by providing functionality and/or programs for facilitating operation of any of the components of the earphone devices  2415 ,  2430  (e.g. ear canal receivers, transceivers, ear canal microphones, ambient sound microphones, or by assisting with any other operations conducted by or within the system  2400 . 
     In some embodiments, the machine may operate as a standalone device. In some embodiments, the machine may be connected (e.g., using communications network  2435 , the communications network  2416 , the communications network  2431 , another network, or a combination thereof) to and assist with operations performed by other machines and systems, such as, but not limited to, the first user device  2402 , the second user device  2411 , the third user device  2410 , the fourth user device  2421 , the fifth user device  2425 , the earphone device  2415 , the earphone device  2430 , the server  2440 , the server  2450 , the database  2455 , the server  2460 , or any combination thereof. The machine may be connected with any component in the system  2400 . In a networked deployment, the machine may operate in the capacity of a server or a client user machine in a server-client user network environment, or as a peer machine in a peer-to-peer (or distributed) network environment. The machine may comprise a server computer, a client user computer, a personal computer (PC), a tablet PC, a laptop computer, a desktop computer, a control system, a network router, switch or bridge, or any machine capable of executing a set of instructions (sequential or otherwise) that specify actions to be taken by that machine. Further, while a single machine is illustrated, the term “machine” shall also be taken to include any collection of machines that individually or jointly execute a set (or multiple sets) of instructions to perform any one or more of the methodologies discussed herein. 
     The computer system  2500  may include a processor  2502  (e.g., a central processing unit (CPU), a graphics processing unit (GPU, or both), a main memory  2504  and a static memory  2506 , which communicate with each other via a bus  2508 . The computer system  2500  may further include a video display unit  2510 , which may be, but is not limited to, a liquid crystal display (LCD), a flat panel, a solid-state display, or a cathode ray tube (CRT). The computer system  2500  may include an input device  2512 , such as, but not limited to, a keyboard, a cursor control device  2514 , such as, but not limited to, a mouse, a disk drive unit  2516 , a signal generation device  2518 , such as, but not limited to, a speaker or remote control, and a network interface device  2520 . 
     The disk drive unit  2516  may include a machine-readable medium  2522  on which is stored one or more sets of instructions  2524 , such as, but not limited to, software embodying any one or more of the methodologies or functions described herein, including those methods illustrated above. The instructions  2524  may also reside, completely or at least partially, within the main memory  2504 , the static memory  2506 , or within the processor  2502 , or a combination thereof, during execution thereof by the computer system  2500 . The main memory  2504  and the processor  2502  also may constitute machine-readable media. 
     Dedicated hardware implementations including, but not limited to, application specific integrated circuits, programmable logic arrays and other hardware devices can likewise be constructed to implement the methods described herein. Applications that may include the apparatus and systems of various embodiments broadly include a variety of electronic and computer systems. Some embodiments implement functions in two or more specific interconnected hardware modules or devices with related control and data signals communicated between and through the modules, or as portions of an application-specific integrated circuit. Thus, the example system is applicable to software, firmware, and hardware implementations. 
     In accordance with various embodiments of the present disclosure, the methods described herein are intended for operation as software programs running on a computer processor. Furthermore, software implementations can include, but not limited to, distributed processing or component/object distributed processing, parallel processing, or virtual machine processing can also be constructed to implement the methods described herein. 
     The present disclosure contemplates a machine-readable medium  2522  containing instructions  2524  so that a device connected to the communications network  2435 , the communications network  2416 , the communications network  2431 , another network, or a combination thereof, can send or receive voice, video or data, and communicate over the communications network  2435 , the communications network  2416 , the communications network  2431 , another network, or a combination thereof, using the instructions. The instructions  2524  may further be transmitted or received over the communications network  2435 , another network, or a combination thereof, via the network interface device  2520 . 
     While the machine-readable medium  2522  is shown in an example embodiment to be a single medium, the term “machine-readable medium” should be taken to include a single medium or multiple media (e.g., a centralized or distributed database, and/or associated caches and servers) that store the one or more sets of instructions. The term “machine-readable medium” shall also be taken to include any medium that is capable of storing, encoding or carrying a set of instructions for execution by the machine and that causes the machine to perform any one or more of the methodologies of the present disclosure. 
     The terms “machine-readable medium,” “machine-readable device,” or “computer-readable device” shall accordingly be taken to include, but not be limited to: memory devices, solid-state memories such as a memory card or other package that houses one or more read-only (non-volatile) memories, random access memories, or other re-writable (volatile) memories; magneto-optical or optical medium such as a disk or tape; or other self-contained information archive or set of archives is considered a distribution medium equivalent to a tangible storage medium. The “machine-readable medium,” “machine-readable device,” or “computer-readable device” may be non-transitory, and, in certain embodiments, may not include a wave or signal per se. Accordingly, the disclosure is considered to include any one or more of a machine-readable medium or a distribution medium, as listed herein and including art-recognized equivalents and successor media, in which the software implementations herein are stored. 
     The illustrations of arrangements described herein are intended to provide a general understanding of the structure of various embodiments, and they are not intended to serve as a complete description of all the elements and features of apparatus and systems that might make use of the structures described herein. Other arrangements may be utilized and derived therefrom, such that structural and logical substitutions and changes may be made without departing from the scope of this disclosure. Figures are also merely representational and may not be drawn to scale. Certain proportions thereof may be exaggerated, while others may be minimized. Accordingly, the specification and drawings are to be regarded in an illustrative rather than a restrictive sense. 
     Thus, although specific arrangements have been illustrated and described herein, it should be appreciated that any arrangement calculated to achieve the same purpose may be substituted for the specific arrangement shown. This disclosure is intended to cover any and all adaptations or variations of various embodiments and arrangements of the invention. Combinations of the above arrangements, and other arrangements not specifically described herein, will be apparent to those of skill in the art upon reviewing the above description. Therefore, it is intended that the disclosure not be limited to the particular arrangement(s) disclosed as the best mode contemplated for carrying out this invention, but that the invention will include all embodiments and arrangements falling within the scope of the appended claims. 
     The foregoing is provided for purposes of illustrating, explaining, and describing embodiments of this invention. Modifications and adaptations to these embodiments will be apparent to those skilled in the art and may be made without departing from the scope or spirit of this invention. Upon reviewing the aforementioned embodiments, it would be evident to an artisan with ordinary skill in the art that said embodiments can be modified, reduced, or enhanced without departing from the scope and spirit of the claims described below. 
     While the present invention has been described with reference to exemplary embodiments, it is to be understood that the invention is not limited to the disclosed exemplary embodiments. The scope of the following claims is to be accorded the broadest interpretation so as to encompass all modifications, equivalent structures and functions of the relevant exemplary embodiments. For example, if words such as “orthogonal”, “perpendicular” are used, the intended meaning is “substantially orthogonal” and “substantially perpendicular” respectively. Additionally, although specific numbers may be quoted in the claims, it is intended that a number close to the one stated is also within the intended scope, i.e., any stated number (e.g., 20 mils) should be interpreted to be “about” the value of the stated number (e.g., about 20 mils). 
     Thus, the description of the invention is merely exemplary in nature and, thus, variations that do not depart from the gist of the invention are intended to be within the scope of the exemplary embodiments of the present invention. Such variations are not to be regarded as a departure from the spirit and scope of the present invention.